From 24791e72c13fbed5dd8d7675e493f8af4fba830a Mon Sep 17 00:00:00 2001
From: t7phy <t7phy.in@gmail.com>
Date: Fri, 1 Mar 2024 21:01:56 +0100
Subject: [PATCH 1/5] atlas 13tev ttb hadr impl

---
 .../ATLAS_TTBAR_13TEV_HADR_DIF/artunc.py      |   139 +
 .../data_d2Sig_dmttBar_dyttBar.yaml           |    12 +
 .../data_d2Sig_dmttBar_dyttBar_norm.yaml      |    12 +
 .../data_dSig_dmttBar.yaml                    |    10 +
 .../data_dSig_dmttBar_norm.yaml               |    10 +
 .../data_dSig_dyttBar.yaml                    |    13 +
 .../data_dSig_dyttBar_norm.yaml               |    13 +
 .../ATLAS_TTBAR_13TEV_HADR_DIF/filter.py      |   352 +
 .../kinematics_d2Sig_dmttBar_dyttBar.yaml     |   177 +
 ...kinematics_d2Sig_dmttBar_dyttBar_norm.yaml |   177 +
 .../kinematics_dSig_dmttBar.yaml              |   109 +
 .../kinematics_dSig_dmttBar_norm.yaml         |   109 +
 .../kinematics_dSig_dyttBar.yaml              |   145 +
 .../kinematics_dSig_dyttBar_norm.yaml         |   145 +
 .../ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml  |   177 +
 .../rawdata/Table0.yaml                       |  1680 +++
 .../rawdata/Table1.yaml                       |   442 +
 .../rawdata/Table10.yaml                      |  1263 ++
 .../rawdata/Table100.yaml                     |   429 +
 .../rawdata/Table101.yaml                     |    37 +
 .../rawdata/Table102.yaml                     |   429 +
 .../rawdata/Table103.yaml                     |    37 +
 .../rawdata/Table104.yaml                     |   985 ++
 .../rawdata/Table105.yaml                     |   157 +
 .../rawdata/Table106.yaml                     |   985 ++
 .../rawdata/Table107.yaml                     |   157 +
 .../rawdata/Table108.yaml                     |   707 +
 .../rawdata/Table109.yaml                     |    85 +
 .../rawdata/Table11.yaml                      |   253 +
 .../rawdata/Table110.yaml                     |   707 +
 .../rawdata/Table111.yaml                     |    85 +
 .../rawdata/Table112.yaml                     |   846 ++
 .../rawdata/Table113.yaml                     |   118 +
 .../rawdata/Table114.yaml                     |   846 ++
 .../rawdata/Table115.yaml                     |   118 +
 .../rawdata/Table116.yaml                     |   568 +
 .../rawdata/Table117.yaml                     |    58 +
 .../rawdata/Table118.yaml                     |   568 +
 .../rawdata/Table119.yaml                     |    58 +
 .../rawdata/Table12.yaml                      |   846 ++
 .../rawdata/Table120.yaml                     |  2097 +++
 .../rawdata/Table121.yaml                     |   685 +
 .../rawdata/Table122.yaml                     |  2097 +++
 .../rawdata/Table123.yaml                     |   685 +
 .../rawdata/Table124.yaml                     |   846 ++
 .../rawdata/Table125.yaml                     |   118 +
 .../rawdata/Table126.yaml                     |   846 ++
 .../rawdata/Table127.yaml                     |   118 +
 .../rawdata/Table128.yaml                     |   846 ++
 .../rawdata/Table129.yaml                     |   118 +
 .../rawdata/Table13.yaml                      |   118 +
 .../rawdata/Table130.yaml                     |   846 ++
 .../rawdata/Table131.yaml                     |   118 +
 .../rawdata/Table132.yaml                     |   707 +
 .../rawdata/Table133.yaml                     |    85 +
 .../rawdata/Table134.yaml                     |   707 +
 .../rawdata/Table135.yaml                     |    85 +
 .../rawdata/Table136.yaml                     |   151 +
 .../rawdata/Table137.yaml                     |   568 +
 .../rawdata/Table138.yaml                     |   985 ++
 .../rawdata/Table139.yaml                     |   707 +
 .../rawdata/Table14.yaml                      |   846 ++
 .../rawdata/Table140.yaml                     |   429 +
 .../rawdata/Table141.yaml                     |    58 +
 .../rawdata/Table142.yaml                     |    94 +
 .../rawdata/Table143.yaml                     |   157 +
 .../rawdata/Table144.yaml                     |    70 +
 .../rawdata/Table145.yaml                     |   115 +
 .../rawdata/Table146.yaml                     |    85 +
 .../rawdata/Table147.yaml                     |    46 +
 .../rawdata/Table148.yaml                     |    73 +
 .../rawdata/Table149.yaml                     |    55 +
 .../rawdata/Table15.yaml                      |   118 +
 .../rawdata/Table150.yaml                     |    37 +
 .../rawdata/Table151.yaml                     |   568 +
 .../rawdata/Table152.yaml                     |   985 ++
 .../rawdata/Table153.yaml                     |   707 +
 .../rawdata/Table154.yaml                     |   429 +
 .../rawdata/Table155.yaml                     |    58 +
 .../rawdata/Table156.yaml                     |    94 +
 .../rawdata/Table157.yaml                     |   157 +
 .../rawdata/Table158.yaml                     |    70 +
 .../rawdata/Table159.yaml                     |   115 +
 .../rawdata/Table16.yaml                      |  2514 ++++
 .../rawdata/Table160.yaml                     |    85 +
 .../rawdata/Table161.yaml                     |    46 +
 .../rawdata/Table162.yaml                     |    73 +
 .../rawdata/Table163.yaml                     |    55 +
 .../rawdata/Table164.yaml                     |    37 +
 .../rawdata/Table165.yaml                     |   568 +
 .../rawdata/Table166.yaml                     |   568 +
 .../rawdata/Table167.yaml                     |   429 +
 .../rawdata/Table168.yaml                     |   429 +
 .../rawdata/Table169.yaml                     |    58 +
 .../rawdata/Table17.yaml                      |   982 ++
 .../rawdata/Table170.yaml                     |    58 +
 .../rawdata/Table171.yaml                     |    58 +
 .../rawdata/Table172.yaml                     |    46 +
 .../rawdata/Table173.yaml                     |    46 +
 .../rawdata/Table174.yaml                     |    37 +
 .../rawdata/Table175.yaml                     |    46 +
 .../rawdata/Table176.yaml                     |    46 +
 .../rawdata/Table177.yaml                     |    37 +
 .../rawdata/Table178.yaml                     |    37 +
 .../rawdata/Table179.yaml                     |   568 +
 .../rawdata/Table18.yaml                      |  2514 ++++
 .../rawdata/Table180.yaml                     |   568 +
 .../rawdata/Table181.yaml                     |   429 +
 .../rawdata/Table182.yaml                     |   429 +
 .../rawdata/Table183.yaml                     |    58 +
 .../rawdata/Table184.yaml                     |    58 +
 .../rawdata/Table185.yaml                     |    58 +
 .../rawdata/Table186.yaml                     |    46 +
 .../rawdata/Table187.yaml                     |    46 +
 .../rawdata/Table188.yaml                     |    37 +
 .../rawdata/Table189.yaml                     |    46 +
 .../rawdata/Table19.yaml                      |   982 ++
 .../rawdata/Table190.yaml                     |    46 +
 .../rawdata/Table191.yaml                     |    37 +
 .../rawdata/Table192.yaml                     |    37 +
 .../rawdata/Table193.yaml                     |   290 +
 .../rawdata/Table194.yaml                     |   429 +
 .../rawdata/Table195.yaml                     |   429 +
 .../rawdata/Table196.yaml                     |   429 +
 .../rawdata/Table197.yaml                     |    22 +
 .../rawdata/Table198.yaml                     |    28 +
 .../rawdata/Table199.yaml                     |    37 +
 .../rawdata/Table2.yaml                       |  1680 +++
 .../rawdata/Table20.yaml                      |  1541 ++
 .../rawdata/Table200.yaml                     |    28 +
 .../rawdata/Table201.yaml                     |    37 +
 .../rawdata/Table202.yaml                     |    37 +
 .../rawdata/Table203.yaml                     |    28 +
 .../rawdata/Table204.yaml                     |    37 +
 .../rawdata/Table205.yaml                     |    37 +
 .../rawdata/Table206.yaml                     |    37 +
 .../rawdata/Table207.yaml                     |   290 +
 .../rawdata/Table208.yaml                     |   429 +
 .../rawdata/Table209.yaml                     |   429 +
 .../rawdata/Table21.yaml                      |   373 +
 .../rawdata/Table210.yaml                     |   429 +
 .../rawdata/Table211.yaml                     |    22 +
 .../rawdata/Table212.yaml                     |    28 +
 .../rawdata/Table213.yaml                     |    37 +
 .../rawdata/Table214.yaml                     |    28 +
 .../rawdata/Table215.yaml                     |    37 +
 .../rawdata/Table216.yaml                     |    37 +
 .../rawdata/Table217.yaml                     |    28 +
 .../rawdata/Table218.yaml                     |    37 +
 .../rawdata/Table219.yaml                     |    37 +
 .../rawdata/Table22.yaml                      |  1541 ++
 .../rawdata/Table220.yaml                     |    37 +
 .../rawdata/Table221.yaml                     |   290 +
 .../rawdata/Table222.yaml                     |   707 +
 .../rawdata/Table223.yaml                     |   568 +
 .../rawdata/Table224.yaml                     |   429 +
 .../rawdata/Table225.yaml                     |    22 +
 .../rawdata/Table226.yaml                     |    40 +
 .../rawdata/Table227.yaml                     |    85 +
 .../rawdata/Table228.yaml                     |    34 +
 .../rawdata/Table229.yaml                     |    70 +
 .../rawdata/Table23.yaml                      |   373 +
 .../rawdata/Table230.yaml                     |    58 +
 .../rawdata/Table231.yaml                     |    28 +
 .../rawdata/Table232.yaml                     |    55 +
 .../rawdata/Table233.yaml                     |    46 +
 .../rawdata/Table234.yaml                     |    37 +
 .../rawdata/Table235.yaml                     |   290 +
 .../rawdata/Table236.yaml                     |   707 +
 .../rawdata/Table237.yaml                     |   568 +
 .../rawdata/Table238.yaml                     |   429 +
 .../rawdata/Table239.yaml                     |    22 +
 .../rawdata/Table24.yaml                      |  1263 ++
 .../rawdata/Table240.yaml                     |    40 +
 .../rawdata/Table241.yaml                     |    85 +
 .../rawdata/Table242.yaml                     |    34 +
 .../rawdata/Table243.yaml                     |    70 +
 .../rawdata/Table244.yaml                     |    58 +
 .../rawdata/Table245.yaml                     |    28 +
 .../rawdata/Table246.yaml                     |    55 +
 .../rawdata/Table247.yaml                     |    46 +
 .../rawdata/Table248.yaml                     |    37 +
 .../rawdata/Table249.yaml                     |   151 +
 .../rawdata/Table25.yaml                      |   253 +
 .../rawdata/Table250.yaml                     |   568 +
 .../rawdata/Table251.yaml                     |   568 +
 .../rawdata/Table252.yaml                     |   429 +
 .../rawdata/Table253.yaml                     |    13 +
 .../rawdata/Table254.yaml                     |    22 +
 .../rawdata/Table255.yaml                     |    58 +
 .../rawdata/Table256.yaml                     |    22 +
 .../rawdata/Table257.yaml                     |    58 +
 .../rawdata/Table258.yaml                     |    58 +
 .../rawdata/Table259.yaml                     |    19 +
 .../rawdata/Table26.yaml                      |  1263 ++
 .../rawdata/Table260.yaml                     |    46 +
 .../rawdata/Table261.yaml                     |    46 +
 .../rawdata/Table262.yaml                     |    37 +
 .../rawdata/Table263.yaml                     |   151 +
 .../rawdata/Table264.yaml                     |   568 +
 .../rawdata/Table265.yaml                     |   568 +
 .../rawdata/Table266.yaml                     |   429 +
 .../rawdata/Table267.yaml                     |    13 +
 .../rawdata/Table268.yaml                     |    22 +
 .../rawdata/Table269.yaml                     |    58 +
 .../rawdata/Table27.yaml                      |   253 +
 .../rawdata/Table270.yaml                     |    22 +
 .../rawdata/Table271.yaml                     |    58 +
 .../rawdata/Table272.yaml                     |    58 +
 .../rawdata/Table273.yaml                     |    19 +
 .../rawdata/Table274.yaml                     |    46 +
 .../rawdata/Table275.yaml                     |    46 +
 .../rawdata/Table276.yaml                     |    37 +
 .../rawdata/Table277.yaml                     |   568 +
 .../rawdata/Table278.yaml                     |   568 +
 .../rawdata/Table279.yaml                     |   429 +
 .../rawdata/Table28.yaml                      |  1124 ++
 .../rawdata/Table280.yaml                     |   290 +
 .../rawdata/Table281.yaml                     |    58 +
 .../rawdata/Table282.yaml                     |    58 +
 .../rawdata/Table283.yaml                     |    58 +
 .../rawdata/Table284.yaml                     |    46 +
 .../rawdata/Table285.yaml                     |    46 +
 .../rawdata/Table286.yaml                     |    37 +
 .../rawdata/Table287.yaml                     |    34 +
 .../rawdata/Table288.yaml                     |    34 +
 .../rawdata/Table289.yaml                     |    28 +
 .../rawdata/Table29.yaml                      |   202 +
 .../rawdata/Table290.yaml                     |    22 +
 .../rawdata/Table291.yaml                     |   568 +
 .../rawdata/Table292.yaml                     |   568 +
 .../rawdata/Table293.yaml                     |   429 +
 .../rawdata/Table294.yaml                     |   290 +
 .../rawdata/Table295.yaml                     |    58 +
 .../rawdata/Table296.yaml                     |    58 +
 .../rawdata/Table297.yaml                     |    58 +
 .../rawdata/Table298.yaml                     |    46 +
 .../rawdata/Table299.yaml                     |    46 +
 .../rawdata/Table3.yaml                       |   442 +
 .../rawdata/Table30.yaml                      |  1124 ++
 .../rawdata/Table300.yaml                     |    37 +
 .../rawdata/Table301.yaml                     |    34 +
 .../rawdata/Table302.yaml                     |    34 +
 .../rawdata/Table303.yaml                     |    28 +
 .../rawdata/Table304.yaml                     |    22 +
 .../rawdata/Table305.yaml                     |   429 +
 .../rawdata/Table306.yaml                     |   429 +
 .../rawdata/Table307.yaml                     |   429 +
 .../rawdata/Table308.yaml                     |   429 +
 .../rawdata/Table309.yaml                     |    37 +
 .../rawdata/Table31.yaml                      |   202 +
 .../rawdata/Table310.yaml                     |    37 +
 .../rawdata/Table311.yaml                     |    37 +
 .../rawdata/Table312.yaml                     |    37 +
 .../rawdata/Table313.yaml                     |    37 +
 .../rawdata/Table314.yaml                     |    37 +
 .../rawdata/Table315.yaml                     |    37 +
 .../rawdata/Table316.yaml                     |    37 +
 .../rawdata/Table317.yaml                     |    37 +
 .../rawdata/Table318.yaml                     |    37 +
 .../rawdata/Table319.yaml                     |   429 +
 .../rawdata/Table32.yaml                      |   707 +
 .../rawdata/Table320.yaml                     |   429 +
 .../rawdata/Table321.yaml                     |   429 +
 .../rawdata/Table322.yaml                     |   429 +
 .../rawdata/Table323.yaml                     |    37 +
 .../rawdata/Table324.yaml                     |    37 +
 .../rawdata/Table325.yaml                     |    37 +
 .../rawdata/Table326.yaml                     |    37 +
 .../rawdata/Table327.yaml                     |    37 +
 .../rawdata/Table328.yaml                     |    37 +
 .../rawdata/Table329.yaml                     |    37 +
 .../rawdata/Table33.yaml                      |    85 +
 .../rawdata/Table330.yaml                     |    37 +
 .../rawdata/Table331.yaml                     |    37 +
 .../rawdata/Table332.yaml                     |    37 +
 .../rawdata/Table333.yaml                     |   290 +
 .../rawdata/Table334.yaml                     |   429 +
 .../rawdata/Table335.yaml                     |   429 +
 .../rawdata/Table336.yaml                     |   429 +
 .../rawdata/Table337.yaml                     |    22 +
 .../rawdata/Table338.yaml                     |    28 +
 .../rawdata/Table339.yaml                     |    37 +
 .../rawdata/Table34.yaml                      |   707 +
 .../rawdata/Table340.yaml                     |    28 +
 .../rawdata/Table341.yaml                     |    37 +
 .../rawdata/Table342.yaml                     |    37 +
 .../rawdata/Table343.yaml                     |    28 +
 .../rawdata/Table344.yaml                     |    37 +
 .../rawdata/Table345.yaml                     |    37 +
 .../rawdata/Table346.yaml                     |    37 +
 .../rawdata/Table347.yaml                     |   290 +
 .../rawdata/Table348.yaml                     |   429 +
 .../rawdata/Table349.yaml                     |   429 +
 .../rawdata/Table35.yaml                      |    85 +
 .../rawdata/Table350.yaml                     |   429 +
 .../rawdata/Table351.yaml                     |    22 +
 .../rawdata/Table352.yaml                     |    28 +
 .../rawdata/Table353.yaml                     |    37 +
 .../rawdata/Table354.yaml                     |    28 +
 .../rawdata/Table355.yaml                     |    37 +
 .../rawdata/Table356.yaml                     |    37 +
 .../rawdata/Table357.yaml                     |    28 +
 .../rawdata/Table358.yaml                     |    37 +
 .../rawdata/Table359.yaml                     |    37 +
 .../rawdata/Table36.yaml                      |   846 ++
 .../rawdata/Table360.yaml                     |    37 +
 .../rawdata/Table361.yaml                     |   846 ++
 .../rawdata/Table362.yaml                     |   846 ++
 .../rawdata/Table363.yaml                     |   985 ++
 .../rawdata/Table364.yaml                     |   707 +
 .../rawdata/Table365.yaml                     |   118 +
 .../rawdata/Table366.yaml                     |   118 +
 .../rawdata/Table367.yaml                     |   118 +
 .../rawdata/Table368.yaml                     |   136 +
 .../rawdata/Table369.yaml                     |   136 +
 .../rawdata/Table37.yaml                      |   118 +
 .../rawdata/Table370.yaml                     |   157 +
 .../rawdata/Table371.yaml                     |   100 +
 .../rawdata/Table372.yaml                     |   100 +
 .../rawdata/Table373.yaml                     |   115 +
 .../rawdata/Table374.yaml                     |    85 +
 .../rawdata/Table375.yaml                     |   846 ++
 .../rawdata/Table376.yaml                     |   846 ++
 .../rawdata/Table377.yaml                     |   985 ++
 .../rawdata/Table378.yaml                     |   707 +
 .../rawdata/Table379.yaml                     |   118 +
 .../rawdata/Table38.yaml                      |   846 ++
 .../rawdata/Table380.yaml                     |   118 +
 .../rawdata/Table381.yaml                     |   118 +
 .../rawdata/Table382.yaml                     |   136 +
 .../rawdata/Table383.yaml                     |   136 +
 .../rawdata/Table384.yaml                     |   157 +
 .../rawdata/Table385.yaml                     |   100 +
 .../rawdata/Table386.yaml                     |   100 +
 .../rawdata/Table387.yaml                     |   115 +
 .../rawdata/Table388.yaml                     |    85 +
 .../rawdata/Table389.yaml                     |   429 +
 .../rawdata/Table39.yaml                      |   118 +
 .../rawdata/Table390.yaml                     |   568 +
 .../rawdata/Table391.yaml                     |   429 +
 .../rawdata/Table392.yaml                     |   290 +
 .../rawdata/Table393.yaml                     |    37 +
 .../rawdata/Table394.yaml                     |    46 +
 .../rawdata/Table395.yaml                     |    58 +
 .../rawdata/Table396.yaml                     |    37 +
 .../rawdata/Table397.yaml                     |    46 +
 .../rawdata/Table398.yaml                     |    37 +
 .../rawdata/Table399.yaml                     |    28 +
 .../rawdata/Table4.yaml                       |   846 ++
 .../rawdata/Table40.yaml                      |   985 ++
 .../rawdata/Table400.yaml                     |    34 +
 .../rawdata/Table401.yaml                     |    28 +
 .../rawdata/Table402.yaml                     |    22 +
 .../rawdata/Table403.yaml                     |   429 +
 .../rawdata/Table404.yaml                     |   568 +
 .../rawdata/Table405.yaml                     |   429 +
 .../rawdata/Table406.yaml                     |   290 +
 .../rawdata/Table407.yaml                     |    37 +
 .../rawdata/Table408.yaml                     |    46 +
 .../rawdata/Table409.yaml                     |    58 +
 .../rawdata/Table41.yaml                      |   157 +
 .../rawdata/Table410.yaml                     |    37 +
 .../rawdata/Table411.yaml                     |    46 +
 .../rawdata/Table412.yaml                     |    37 +
 .../rawdata/Table413.yaml                     |    28 +
 .../rawdata/Table414.yaml                     |    34 +
 .../rawdata/Table415.yaml                     |    28 +
 .../rawdata/Table416.yaml                     |    22 +
 .../rawdata/Table417.yaml                     |   290 +
 .../rawdata/Table418.yaml                     |   429 +
 .../rawdata/Table419.yaml                     |   568 +
 .../rawdata/Table42.yaml                      |   985 ++
 .../rawdata/Table420.yaml                     |   290 +
 .../rawdata/Table421.yaml                     |    22 +
 .../rawdata/Table422.yaml                     |    28 +
 .../rawdata/Table423.yaml                     |    37 +
 .../rawdata/Table424.yaml                     |    34 +
 .../rawdata/Table425.yaml                     |    46 +
 .../rawdata/Table426.yaml                     |    58 +
 .../rawdata/Table427.yaml                     |    22 +
 .../rawdata/Table428.yaml                     |    28 +
 .../rawdata/Table429.yaml                     |    34 +
 .../rawdata/Table43.yaml                      |   157 +
 .../rawdata/Table430.yaml                     |    22 +
 .../rawdata/Table431.yaml                     |   290 +
 .../rawdata/Table432.yaml                     |   429 +
 .../rawdata/Table433.yaml                     |   568 +
 .../rawdata/Table434.yaml                     |   290 +
 .../rawdata/Table435.yaml                     |    22 +
 .../rawdata/Table436.yaml                     |    28 +
 .../rawdata/Table437.yaml                     |    37 +
 .../rawdata/Table438.yaml                     |    34 +
 .../rawdata/Table439.yaml                     |    46 +
 .../rawdata/Table44.yaml                      |  1402 ++
 .../rawdata/Table440.yaml                     |    58 +
 .../rawdata/Table441.yaml                     |    22 +
 .../rawdata/Table442.yaml                     |    28 +
 .../rawdata/Table443.yaml                     |    34 +
 .../rawdata/Table444.yaml                     |    22 +
 .../rawdata/Table445.yaml                     |   985 ++
 .../rawdata/Table446.yaml                     |   157 +
 .../rawdata/Table447.yaml                     |   985 ++
 .../rawdata/Table448.yaml                     |   157 +
 .../rawdata/Table449.yaml                     |   707 +
 .../rawdata/Table45.yaml                      |   310 +
 .../rawdata/Table450.yaml                     |    85 +
 .../rawdata/Table451.yaml                     |   707 +
 .../rawdata/Table452.yaml                     |    85 +
 .../rawdata/Table453.yaml                     |   846 ++
 .../rawdata/Table454.yaml                     |   118 +
 .../rawdata/Table455.yaml                     |   846 ++
 .../rawdata/Table456.yaml                     |   118 +
 .../rawdata/Table457.yaml                     |  1124 ++
 .../rawdata/Table458.yaml                     |   202 +
 .../rawdata/Table459.yaml                     |  1124 ++
 .../rawdata/Table46.yaml                      |  1402 ++
 .../rawdata/Table460.yaml                     |   202 +
 .../rawdata/Table461.yaml                     |  1263 ++
 .../rawdata/Table462.yaml                     |   253 +
 .../rawdata/Table463.yaml                     |  1263 ++
 .../rawdata/Table464.yaml                     |   253 +
 .../rawdata/Table465.yaml                     |  2097 +++
 .../rawdata/Table466.yaml                     |   685 +
 .../rawdata/Table467.yaml                     |  2097 +++
 .../rawdata/Table468.yaml                     |   685 +
 .../rawdata/Table469.yaml                     |  1402 ++
 .../rawdata/Table47.yaml                      |   310 +
 .../rawdata/Table470.yaml                     |   310 +
 .../rawdata/Table471.yaml                     |  1402 ++
 .../rawdata/Table472.yaml                     |   310 +
 .../rawdata/Table473.yaml                     |  1680 +++
 .../rawdata/Table474.yaml                     |   442 +
 .../rawdata/Table475.yaml                     |  1680 +++
 .../rawdata/Table476.yaml                     |   442 +
 .../rawdata/Table477.yaml                     |   846 ++
 .../rawdata/Table478.yaml                     |   118 +
 .../rawdata/Table479.yaml                     |   846 ++
 .../rawdata/Table48.yaml                      |   707 +
 .../rawdata/Table480.yaml                     |   118 +
 .../rawdata/Table481.yaml                     |  1541 ++
 .../rawdata/Table482.yaml                     |   373 +
 .../rawdata/Table483.yaml                     |  1541 ++
 .../rawdata/Table484.yaml                     |   373 +
 .../rawdata/Table485.yaml                     |   985 ++
 .../rawdata/Table486.yaml                     |   157 +
 .../rawdata/Table487.yaml                     |   985 ++
 .../rawdata/Table488.yaml                     |   157 +
 .../rawdata/Table489.yaml                     |   568 +
 .../rawdata/Table49.yaml                      |    85 +
 .../rawdata/Table490.yaml                     |   568 +
 .../rawdata/Table491.yaml                     |   429 +
 .../rawdata/Table492.yaml                     |    58 +
 .../rawdata/Table493.yaml                     |    58 +
 .../rawdata/Table494.yaml                     |    58 +
 .../rawdata/Table495.yaml                     |    46 +
 .../rawdata/Table496.yaml                     |    46 +
 .../rawdata/Table497.yaml                     |    37 +
 .../rawdata/Table498.yaml                     |   568 +
 .../rawdata/Table499.yaml                     |   568 +
 .../rawdata/Table5.yaml                       |   118 +
 .../rawdata/Table50.yaml                      |   707 +
 .../rawdata/Table500.yaml                     |   429 +
 .../rawdata/Table501.yaml                     |    58 +
 .../rawdata/Table502.yaml                     |    58 +
 .../rawdata/Table503.yaml                     |    58 +
 .../rawdata/Table504.yaml                     |    46 +
 .../rawdata/Table505.yaml                     |    46 +
 .../rawdata/Table506.yaml                     |    37 +
 .../rawdata/Table507.yaml                     |   568 +
 .../rawdata/Table508.yaml                     |   568 +
 .../rawdata/Table509.yaml                     |   568 +
 .../rawdata/Table51.yaml                      |    85 +
 .../rawdata/Table510.yaml                     |   568 +
 .../rawdata/Table511.yaml                     |    58 +
 .../rawdata/Table512.yaml                     |    58 +
 .../rawdata/Table513.yaml                     |    58 +
 .../rawdata/Table514.yaml                     |    58 +
 .../rawdata/Table515.yaml                     |    58 +
 .../rawdata/Table516.yaml                     |    58 +
 .../rawdata/Table517.yaml                     |    58 +
 .../rawdata/Table518.yaml                     |    58 +
 .../rawdata/Table519.yaml                     |    58 +
 .../rawdata/Table52.yaml                      |  1541 ++
 .../rawdata/Table520.yaml                     |    58 +
 .../rawdata/Table521.yaml                     |   568 +
 .../rawdata/Table522.yaml                     |   568 +
 .../rawdata/Table523.yaml                     |   568 +
 .../rawdata/Table524.yaml                     |   568 +
 .../rawdata/Table525.yaml                     |    58 +
 .../rawdata/Table526.yaml                     |    58 +
 .../rawdata/Table527.yaml                     |    58 +
 .../rawdata/Table528.yaml                     |    58 +
 .../rawdata/Table529.yaml                     |    58 +
 .../rawdata/Table53.yaml                      |   373 +
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 .../rawdata/Table537.yaml                     |   429 +
 .../rawdata/Table538.yaml                     |   429 +
 .../rawdata/Table539.yaml                     |    37 +
 .../rawdata/Table54.yaml                      |  1541 ++
 .../rawdata/Table540.yaml                     |    46 +
 .../rawdata/Table541.yaml                     |    58 +
 .../rawdata/Table542.yaml                     |    37 +
 .../rawdata/Table543.yaml                     |    46 +
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 .../rawdata/Table546.yaml                     |    46 +
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 .../rawdata/Table550.yaml                     |   568 +
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 .../rawdata/Table56.yaml                      |  2097 +++
 .../rawdata/Table560.yaml                     |    46 +
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 .../rawdata/Table58.yaml                      |  2097 +++
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 .../rawdata/Table6.yaml                       |   846 ++
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 .../rawdata/Table62.yaml                      |   985 ++
 .../rawdata/Table620.yaml                     |    37 +
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 .../rawdata/Table64.yaml                      |   985 ++
 .../rawdata/Table640.yaml                     |    37 +
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 .../rawdata/Table66.yaml                      |   985 ++
 .../rawdata/Table660.yaml                     |   429 +
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 .../rawdata/Table68.yaml                      |   846 ++
 .../rawdata/Table69.yaml                      |   118 +
 .../rawdata/Table7.yaml                       |   118 +
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 .../rawdata/Table8.yaml                       |  1263 ++
 .../rawdata/Table80.yaml                      |  2236 +++
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 .../rawdata/Table84.yaml                      |  1263 ++
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 .../rawdata/Table99.yaml                      |    85 +
 .../rawdata/list.txt                          |   673 +
 .../rawdata/submission.yaml                   | 11974 ++++++++++++++++
 .../uncertainties_d2Sig_dmttBar_dyttBar.yaml  |    87 +
 ...ertainties_d2Sig_dmttBar_dyttBar_norm.yaml |    87 +
 .../uncertainties_dSig_dmttBar.yaml           |   119 +
 .../uncertainties_dSig_dmttBar_norm.yaml      |   119 +
 .../uncertainties_dSig_dyttBar.yaml           |   194 +
 .../uncertainties_dSig_dyttBar_norm.yaml      |   194 +
 .../ATLAS_TTBAR_13TEV_HADR_DIF/utils.py       |   361 +
 697 files changed, 228357 insertions(+)
 create mode 100644 validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/artunc.py
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 create mode 100644 validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dyttBar.yaml
 create mode 100644 validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dyttBar_norm.yaml
 create mode 100644 validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/utils.py

diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/artunc.py b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/artunc.py
new file mode 100644
index 0000000000..25e6371f66
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/artunc.py
@@ -0,0 +1,139 @@
+import yaml
+import numpy as np
+from utils import covmat_to_artunc as cta
+from utils import matlist_to_matrix as mtm
+from utils import concat_matrices as cm
+
+
+covmat_mtt = []
+covmat_mtt_norm = []
+covmat_ytt = []
+covmat_ytt_norm = []
+covmat_501 = []
+covmat_502 = []
+covmat_503 = []
+covmat_504 = []
+covmat_505 = []
+covmat_506 = []
+covmat_492 = []
+covmat_493 = []
+covmat_494 = []
+covmat_495 = []
+covmat_496 = []
+covmat_497 = []
+
+covariance_matrix_mtt="rawdata/Table464.yaml"
+with open(covariance_matrix_mtt, 'r') as file1:
+    input1 = yaml.safe_load(file1)
+for i in range(81):
+    covmat_mtt.append(input1['dependent_variables'][0]['values'][i]['value'])
+artunc_mtt = cta(9, covmat_mtt)
+
+
+covariance_matrix_mtt_norm="rawdata/Table462.yaml"
+with open(covariance_matrix_mtt_norm, 'r') as file2:
+    input2 = yaml.safe_load(file2)
+for i in range(81):
+    covmat_mtt_norm.append(input2['dependent_variables'][0]['values'][i]['value'])
+artunc_mtt_norm = cta(9, covmat_mtt_norm, 1)
+
+
+covariance_matrix_ytt="rawdata/Table476.yaml"
+with open(covariance_matrix_ytt, 'r') as file3:
+    input3 = yaml.safe_load(file3)
+for i in range(144):
+    covmat_ytt.append(input3['dependent_variables'][0]['values'][i]['value'])
+artunc_ytt = cta(12, covmat_ytt)
+
+covariance_matrix_ytt_norm="rawdata/Table474.yaml"
+with open(covariance_matrix_ytt_norm, 'r') as file4:
+    input4 = yaml.safe_load(file4)
+for i in range(144):
+    covmat_ytt_norm.append(input4['dependent_variables'][0]['values'][i]['value'])
+artunc_ytt_norm = cta(12, covmat_ytt_norm, 1)
+
+# abs mtt-ytt
+#        m1  |  m2  |  m3
+#  m1 | 501    502t   504t
+#  m2 | 502    503    505t
+#  m3 | 504    505    506
+
+with open("rawdata/Table501.yaml", 'r') as file5:
+    input5 = yaml.safe_load(file5)
+for i in range(16):
+    covmat_501.append(input5['dependent_variables'][0]['values'][i]['value'])
+covmat_501 = mtm(4, 4, covmat_501)
+with open("rawdata/Table502.yaml", 'r') as file6:
+    input6 = yaml.safe_load(file6)
+for i in range(16):
+    covmat_502.append(input6['dependent_variables'][0]['values'][i]['value'])
+covmat_502 = mtm(4, 4, covmat_502)
+covmat_502t = np.transpose(covmat_502)
+with open("rawdata/Table503.yaml", 'r') as file7:
+    input7 = yaml.safe_load(file7)
+for i in range(16):
+    covmat_503.append(input7['dependent_variables'][0]['values'][i]['value'])
+covmat_503 = mtm(4, 4, covmat_503)
+with open("rawdata/Table504.yaml", 'r') as file8:
+    input8 = yaml.safe_load(file8)
+for i in range(12):
+    covmat_504.append(input8['dependent_variables'][0]['values'][i]['value'])
+covmat_504 = mtm(3, 4, covmat_504)
+covmat_504t = np.transpose(covmat_504)
+with open("rawdata/Table505.yaml", 'r') as file9:
+    input9 = yaml.safe_load(file9)
+for i in range(12):
+    covmat_505.append(input9['dependent_variables'][0]['values'][i]['value'])
+covmat_505 = mtm(3, 4, covmat_505)
+covmat_505t = np.transpose(covmat_505)
+with open("rawdata/Table506.yaml", 'r') as file10:
+    input10 = yaml.safe_load(file10)
+for i in range(9):
+    covmat_506.append(input10['dependent_variables'][0]['values'][i]['value'])
+covmat_506 = mtm(3, 3, covmat_506)
+
+covmat_mtt_ytt = cm(3, 3, [covmat_501, covmat_502t, covmat_504t, covmat_502, covmat_503, covmat_505t, covmat_504, covmat_505, covmat_506])
+artunc_mtt_ytt = cta(11, covmat_mtt_ytt)
+
+# abs mtt-ytt-norm
+#        m1  |  m2  |  m3
+#  m1 | 492    493t   495t
+#  m2 | 493    494    496t
+#  m3 | 495    496    497
+
+with open("rawdata/Table492.yaml", 'r') as file11:
+    input11 = yaml.safe_load(file11)
+for i in range(16):
+    covmat_492.append(input11['dependent_variables'][0]['values'][i]['value'])
+covmat_492 = mtm(4, 4, covmat_492)
+with open("rawdata/Table493.yaml", 'r') as file12:
+    input12 = yaml.safe_load(file12)
+for i in range(16):
+    covmat_493.append(input12['dependent_variables'][0]['values'][i]['value'])
+covmat_493 = mtm(4, 4, covmat_493)
+covmat_493t = np.transpose(covmat_493)
+with open("rawdata/Table494.yaml", 'r') as file13:
+    input13 = yaml.safe_load(file13)
+for i in range(16):
+    covmat_494.append(input13['dependent_variables'][0]['values'][i]['value'])
+covmat_494 = mtm(4, 4, covmat_494)
+with open("rawdata/Table495.yaml", 'r') as file14:
+    input14 = yaml.safe_load(file14)
+for i in range(12):
+    covmat_495.append(input14['dependent_variables'][0]['values'][i]['value'])
+covmat_495 = mtm(3, 4, covmat_495)
+covmat_495t = np.transpose(covmat_495)
+with open("rawdata/Table496.yaml", 'r') as file15:
+    input15 = yaml.safe_load(file15)
+for i in range(12):
+    covmat_496.append(input15['dependent_variables'][0]['values'][i]['value'])
+covmat_496 = mtm(3, 4, covmat_496)
+covmat_496t = np.transpose(covmat_496)
+with open("rawdata/Table497.yaml", 'r') as file16:
+    input16 = yaml.safe_load(file16)
+for i in range(9):
+    covmat_497.append(input16['dependent_variables'][0]['values'][i]['value'])
+covmat_497 = mtm(3, 3, covmat_497)
+
+covmat_mtt_ytt_norm = cm(3, 3, [covmat_492, covmat_493t, covmat_495t, covmat_493, covmat_494, covmat_496t, covmat_495, covmat_496, covmat_497])
+artunc_mtt_ytt_norm = cta(11, covmat_mtt_ytt_norm, 1)
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_d2Sig_dmttBar_dyttBar.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_d2Sig_dmttBar_dyttBar.yaml
new file mode 100644
index 0000000000..77bac308c7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_d2Sig_dmttBar_dyttBar.yaml
@@ -0,0 +1,12 @@
+data_central:
+- 0.7569238
+- 0.6696305
+- 0.4818348
+- 0.1334117
+- 0.202234
+- 0.1971964
+- 0.1578857
+- 0.04561878
+- 0.01063745
+- 0.007859592
+- 0.001781781
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_d2Sig_dmttBar_dyttBar_norm.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_d2Sig_dmttBar_dyttBar_norm.yaml
new file mode 100644
index 0000000000..d48ef10b61
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_d2Sig_dmttBar_dyttBar_norm.yaml
@@ -0,0 +1,12 @@
+data_central:
+- 0.0008937502
+- 0.0007906771
+- 0.0005689343
+- 0.000157528
+- 0.0002387912
+- 0.0002328429
+- 0.0001864262
+- 5.386512e-05
+- 1.256034e-05
+- 9.280342e-06
+- 2.103867e-06
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dmttBar.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dmttBar.yaml
new file mode 100644
index 0000000000..6fcc1310ae
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dmttBar.yaml
@@ -0,0 +1,10 @@
+data_central:
+- 3.755971
+- 2.475661
+- 1.095144
+- 0.5433309
+- 0.2582264
+- 0.140046
+- 0.07230107
+- 0.03606311
+- 0.003269028
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dmttBar_norm.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dmttBar_norm.yaml
new file mode 100644
index 0000000000..4698a8ebd4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dmttBar_norm.yaml
@@ -0,0 +1,10 @@
+data_central:
+- 0.00384425
+- 0.002533848
+- 0.001120884
+- 0.0005561011
+- 0.0002642956
+- 0.0001433376
+- 7.400041e-05
+- 3.691072e-05
+- 3.345862e-06
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dyttBar.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dyttBar.yaml
new file mode 100644
index 0000000000..57e5f83108
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dyttBar.yaml
@@ -0,0 +1,13 @@
+data_central:
+- 592.8617
+- 620.3081
+- 624.3119
+- 587.1975
+- 580.3204
+- 535.3079
+- 468.0838
+- 431.4822
+- 398.2482
+- 343.5596
+- 242.6841
+- 109.6994
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dyttBar_norm.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dyttBar_norm.yaml
new file mode 100644
index 0000000000..e695de95d0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/data_dSig_dyttBar_norm.yaml
@@ -0,0 +1,13 @@
+data_central:
+- 0.7048442
+- 0.7374748
+- 0.7422349
+- 0.6981101
+- 0.689934
+- 0.6364193
+- 0.5564977
+- 0.5129826
+- 0.4734712
+- 0.4084528
+- 0.2885234
+- 0.13042
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/filter.py b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/filter.py
new file mode 100644
index 0000000000..651856825b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/filter.py
@@ -0,0 +1,352 @@
+import yaml
+from artunc import artunc_mtt, artunc_mtt_norm, artunc_ytt, artunc_ytt_norm, artunc_mtt_ytt, artunc_mtt_ytt_norm
+
+def processData():
+
+    data_central_dSig_dmttBar = []
+    kin_dSig_dmttBar = []
+    error_dSig_dmttBar = []
+    data_central_dSig_dmttBar_norm = []
+    kin_dSig_dmttBar_norm = []
+    error_dSig_dmttBar_norm = []
+    data_central_dSig_dyttBar = []
+    kin_dSig_dyttBar = []
+    error_dSig_dyttBar = []
+    data_central_dSig_dyttBar_norm = []
+    kin_dSig_dyttBar_norm = []
+    error_dSig_dyttBar_norm = []
+    data_central_d2Sig_dmttBar_dyttBar = []
+    kin_d2Sig_dmttBar_dyttBar = []
+    error_d2Sig_dmttBar_dyttBar = []
+    data_central_d2Sig_dmttBar_dyttBar_norm = []
+    kin_d2Sig_dmttBar_dyttBar_norm = []
+    error_d2Sig_dmttBar_dyttBar_norm = []
+
+# mttbar
+
+    hepdata_tables1="rawdata/Table463.yaml"
+    with open(hepdata_tables1, 'r') as file1:
+        input1 = yaml.safe_load(file1)
+    
+    sqrts = 13000.0
+    m_t2 = 29756.25
+    values = input1['dependent_variables'][0]['values']
+
+    for i in range(len(values)):
+        mttbar_min = input1['independent_variables'][0]['values'][i]['low']
+        mttbar_max = input1['independent_variables'][0]['values'][i]['high']
+        error_value = {}
+        for j in range(len(values)):
+            error_value['ArtUnc_'+str(j+1)] = artunc_mtt[i][j]
+        data_central_value = values[i]['value']
+        kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
+        data_central_dSig_dmttBar.append(data_central_value)
+        kin_dSig_dmttBar.append(kin_value)
+        error_dSig_dmttBar.append(error_value)
+
+    error_definition_dSig_dmttBar = {}
+    for i in range (len(values)):
+        error_definition_dSig_dmttBar['ArtUnc_'+str(i+1)] = {'definition': 'artificial uncertainty '+str(i+1), 'treatment': 'ADD', 'type': 'CORR'}
+    
+    data_central_dSig_dmttBar_yaml = {'data_central': data_central_dSig_dmttBar}
+    kinematics_dSig_dmttBar_yaml = {'bins': kin_dSig_dmttBar}
+    uncertainties_dSig_dmttBar_yaml = {'definitions': error_definition_dSig_dmttBar, 'bins': error_dSig_dmttBar}
+
+    with open('data_dSig_dmttBar.yaml', 'w') as file:
+        yaml.dump(data_central_dSig_dmttBar_yaml, file, sort_keys=False)
+
+    with open('kinematics_dSig_dmttBar.yaml', 'w') as file:
+        yaml.dump(kinematics_dSig_dmttBar_yaml, file, sort_keys=False)
+
+    with open('uncertainties_dSig_dmttBar.yaml', 'w') as file:
+        yaml.dump(uncertainties_dSig_dmttBar_yaml, file, sort_keys=False)
+
+
+# mttbar_norm
+
+    hepdata_tables2="rawdata/Table461.yaml"
+    with open(hepdata_tables2, 'r') as file2:
+        input2 = yaml.safe_load(file2)
+    
+    sqrts = 13000.0
+    m_t2 = 29756.25
+    values = input2['dependent_variables'][0]['values']
+
+    for i in range(len(values)):
+        mttbar_min = input2['independent_variables'][0]['values'][i]['low']
+        mttbar_max = input2['independent_variables'][0]['values'][i]['high']
+        error_value = {}
+        for j in range(len(values)):
+            error_value['ArtUnc_'+str(j+1)] = artunc_mtt_norm[i][j]
+        data_central_value = values[i]['value']
+        kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
+        data_central_dSig_dmttBar_norm.append(data_central_value)
+        kin_dSig_dmttBar_norm.append(kin_value)
+        error_dSig_dmttBar_norm.append(error_value)
+
+    error_definition_dSig_dmttBar_norm = {}
+    for i in range (len(values)):
+        error_definition_dSig_dmttBar_norm['ArtUnc_'+str(i+1)] = {'definition': 'artificial uncertainty '+str(i+1), 'treatment': 'ADD', 'type': 'CORR'}
+    
+    data_central_dSig_dmttBar_norm_yaml = {'data_central': data_central_dSig_dmttBar_norm}
+    kinematics_dSig_dmttBar_norm_yaml = {'bins': kin_dSig_dmttBar_norm}
+    uncertainties_dSig_dmttBar_norm_yaml = {'definitions': error_definition_dSig_dmttBar_norm, 'bins': error_dSig_dmttBar_norm}
+
+    with open('data_dSig_dmttBar_norm.yaml', 'w') as file:
+        yaml.dump(data_central_dSig_dmttBar_norm_yaml, file, sort_keys=False)
+
+    with open('kinematics_dSig_dmttBar_norm.yaml', 'w') as file:
+        yaml.dump(kinematics_dSig_dmttBar_norm_yaml, file, sort_keys=False)
+
+    with open('uncertainties_dSig_dmttBar_norm.yaml', 'w') as file:
+        yaml.dump(uncertainties_dSig_dmttBar_norm_yaml, file, sort_keys=False)
+
+# yttbar
+
+    hepdata_tables3="rawdata/Table475.yaml"
+    with open(hepdata_tables3, 'r') as file3:
+        input3 = yaml.safe_load(file3)
+    
+    sqrts = 13000.0
+    m_t2 = 29756.25
+    values = input3['dependent_variables'][0]['values']
+
+    for i in range(len(values)):
+        yttbar_min = input3['independent_variables'][0]['values'][i]['low']
+        yttbar_max = input3['independent_variables'][0]['values'][i]['high']
+        error_value = {}
+        for j in range(len(values)):
+            error_value['ArtUnc_'+str(j+1)] = artunc_ytt[i][j]
+        data_central_value = values[i]['value']
+        kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
+        data_central_dSig_dyttBar.append(data_central_value)
+        kin_dSig_dyttBar.append(kin_value)
+        error_dSig_dyttBar.append(error_value)
+
+    error_definition_dSig_dyttBar = {}
+    for i in range (len(values)):
+        error_definition_dSig_dyttBar['ArtUnc_'+str(i+1)] = {'definition': 'artificial uncertainty '+str(i+1), 'treatment': 'ADD', 'type': 'CORR'}
+    
+    data_central_dSig_dyttBar_yaml = {'data_central': data_central_dSig_dyttBar}
+    kinematics_dSig_dyttBar_yaml = {'bins': kin_dSig_dyttBar}
+    uncertainties_dSig_dyttBar_yaml = {'definitions': error_definition_dSig_dyttBar, 'bins': error_dSig_dyttBar}
+
+    with open('data_dSig_dyttBar.yaml', 'w') as file:
+        yaml.dump(data_central_dSig_dyttBar_yaml, file, sort_keys=False)
+
+    with open('kinematics_dSig_dyttBar.yaml', 'w') as file:
+        yaml.dump(kinematics_dSig_dyttBar_yaml, file, sort_keys=False)
+
+    with open('uncertainties_dSig_dyttBar.yaml', 'w') as file:
+        yaml.dump(uncertainties_dSig_dyttBar_yaml, file, sort_keys=False)
+
+# yttbar_norm
+
+    hepdata_tables4="rawdata/Table473.yaml"
+    with open(hepdata_tables4, 'r') as file4:
+        input4 = yaml.safe_load(file4)
+    
+    sqrts = 13000.0
+    m_t2 = 29756.25
+    values = input4['dependent_variables'][0]['values']
+
+    for i in range(len(values)):
+        yttbar_min = input4['independent_variables'][0]['values'][i]['low']
+        yttbar_max = input4['independent_variables'][0]['values'][i]['high']
+        error_value = {}
+        for j in range(len(values)):
+            error_value['ArtUnc_'+str(j+1)] = artunc_ytt_norm[i][j]
+        data_central_value = values[i]['value']
+        kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
+        data_central_dSig_dyttBar_norm.append(data_central_value)
+        kin_dSig_dyttBar_norm.append(kin_value)
+        error_dSig_dyttBar_norm.append(error_value)
+
+    error_definition_dSig_dyttBar_norm = {}
+    for i in range (len(values)):
+        error_definition_dSig_dyttBar_norm['ArtUnc_'+str(i+1)] = {'definition': 'artificial uncertainty '+str(i+1), 'treatment': 'ADD', 'type': 'CORR'}
+    
+    data_central_dSig_dyttBar_norm_yaml = {'data_central': data_central_dSig_dyttBar_norm}
+    kinematics_dSig_dyttBar_norm_yaml = {'bins': kin_dSig_dyttBar_norm}
+    uncertainties_dSig_dyttBar_norm_yaml = {'definitions': error_definition_dSig_dyttBar_norm, 'bins': error_dSig_dyttBar_norm}
+
+    with open('data_dSig_dyttBar_norm.yaml', 'w') as file:
+        yaml.dump(data_central_dSig_dyttBar_norm_yaml, file, sort_keys=False)
+
+    with open('kinematics_dSig_dyttBar_norm.yaml', 'w') as file:
+        yaml.dump(kinematics_dSig_dyttBar_norm_yaml, file, sort_keys=False)
+
+    with open('uncertainties_dSig_dyttBar_norm.yaml', 'w') as file:
+        yaml.dump(uncertainties_dSig_dyttBar_norm_yaml, file, sort_keys=False)
+
+# mttbar_yttbar
+
+    hepdata_tables5="rawdata/Table498.yaml"
+    with open(hepdata_tables5, 'r') as file5:
+        input5 = yaml.safe_load(file5)
+
+    sqrts = 13000.0
+    m_t2 = 29756.25
+    values = input5['dependent_variables'][0]['values']
+
+    for i in range(len(values)):
+        yttbar_min = input5['independent_variables'][0]['values'][i]['low']
+        yttbar_max = input5['independent_variables'][0]['values'][i]['high']
+        mttbar_min = 0.0
+        mttbar_max = 700.0
+        error_value = {}
+        for j in range(len(values)):
+            error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt[i][j]
+        data_central_value = values[i]['value']
+        kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
+        data_central_d2Sig_dmttBar_dyttBar.append(data_central_value)
+        kin_d2Sig_dmttBar_dyttBar.append(kin_value)
+        error_d2Sig_dmttBar_dyttBar.append(error_value)
+
+    hepdata_tables6="rawdata/Table499.yaml"
+    with open(hepdata_tables6, 'r') as file6:
+        input6 = yaml.safe_load(file6)
+
+    sqrts = 13000.0
+    m_t2 = 29756.25
+    values = input6['dependent_variables'][0]['values']
+
+    for i in range(len(values)):
+        yttbar_min = input6['independent_variables'][0]['values'][i]['low']
+        yttbar_max = input6['independent_variables'][0]['values'][i]['high']
+        mttbar_min = 700.0
+        mttbar_max = 970.0
+        error_value = {}
+        for j in range(len(values)):
+            error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt[i+4][j]
+        data_central_value = values[i]['value']
+        kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
+        data_central_d2Sig_dmttBar_dyttBar.append(data_central_value)
+        kin_d2Sig_dmttBar_dyttBar.append(kin_value)
+        error_d2Sig_dmttBar_dyttBar.append(error_value)
+
+    hepdata_tables7="rawdata/Table500.yaml"
+    with open(hepdata_tables7, 'r') as file7:
+        input7 = yaml.safe_load(file7)
+
+    sqrts = 13000.0
+    m_t2 = 29756.25
+    values = input7['dependent_variables'][0]['values']
+
+    for i in range(len(values)):
+        yttbar_min = input7['independent_variables'][0]['values'][i]['low']
+        yttbar_max = input7['independent_variables'][0]['values'][i]['high']
+        mttbar_min = 970.0
+        mttbar_max = 3000.0
+        error_value = {}
+        for j in range(len(values)):
+            error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt[i+8][j]
+        data_central_value = values[i]['value']
+        kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
+        data_central_d2Sig_dmttBar_dyttBar.append(data_central_value)
+        kin_d2Sig_dmttBar_dyttBar.append(kin_value)
+        error_d2Sig_dmttBar_dyttBar.append(error_value)
+
+    error_definition_d2Sig_dmttBar_dyttBar = {}
+    for i in range (11):
+        error_definition_d2Sig_dmttBar_dyttBar['ArtUnc_'+str(i+1)] = {'definition': 'artificial uncertainty '+str(i+1), 'treatment': 'ADD', 'type': 'CORR'}
+
+    data_central_d2Sig_dmttBar_dyttBar_yaml = {'data_central': data_central_d2Sig_dmttBar_dyttBar}
+    kinematics_d2Sig_dmttBar_dyttBar_yaml = {'bins': kin_d2Sig_dmttBar_dyttBar}
+    uncertainties_d2Sig_dmttBar_dyttBar_yaml = {'definitions': error_definition_d2Sig_dmttBar_dyttBar, 'bins': error_d2Sig_dmttBar_dyttBar}
+
+    with open('data_d2Sig_dmttBar_dyttBar.yaml', 'w') as file:
+        yaml.dump(data_central_d2Sig_dmttBar_dyttBar_yaml, file, sort_keys=False)
+
+    with open('kinematics_d2Sig_dmttBar_dyttBar.yaml', 'w') as file:
+        yaml.dump(kinematics_d2Sig_dmttBar_dyttBar_yaml, file, sort_keys=False)
+
+    with open('uncertainties_d2Sig_dmttBar_dyttBar.yaml', 'w') as file:
+        yaml.dump(uncertainties_d2Sig_dmttBar_dyttBar_yaml, file, sort_keys=False)
+
+# mttbar_yttbar_norm
+    
+    hepdata_tables8="rawdata/Table489.yaml"
+    with open(hepdata_tables8, 'r') as file8:
+        input8 = yaml.safe_load(file8)
+
+    sqrts = 13000.0
+    m_t2 = 29756.25
+    values = input8['dependent_variables'][0]['values']
+
+    for i in range(len(values)):
+        yttbar_min = input8['independent_variables'][0]['values'][i]['low']
+        yttbar_max = input8['independent_variables'][0]['values'][i]['high']
+        mttbar_min = 0.0
+        mttbar_max = 700.0
+        error_value = {}
+        for j in range(len(values)):
+            error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt_norm[i][j]
+        data_central_value = values[i]['value']
+        kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
+        data_central_d2Sig_dmttBar_dyttBar_norm.append(data_central_value)
+        kin_d2Sig_dmttBar_dyttBar_norm.append(kin_value)
+        error_d2Sig_dmttBar_dyttBar_norm.append(error_value)
+
+    hepdata_tables9="rawdata/Table490.yaml"
+    with open(hepdata_tables9, 'r') as file9:
+        input9 = yaml.safe_load(file9)
+
+    sqrts = 13000.0
+    m_t2 = 29756.25
+    values = input9['dependent_variables'][0]['values']
+
+    for i in range(len(values)):
+        yttbar_min = input9['independent_variables'][0]['values'][i]['low']
+        yttbar_max = input9['independent_variables'][0]['values'][i]['high']
+        mttbar_min = 700.0
+        mttbar_max = 970.0
+        error_value = {}
+        for j in range(len(values)):
+            error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt_norm[i+4][j]
+        data_central_value = values[i]['value']
+        kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
+        data_central_d2Sig_dmttBar_dyttBar_norm.append(data_central_value)
+        kin_d2Sig_dmttBar_dyttBar_norm.append(kin_value)
+        error_d2Sig_dmttBar_dyttBar_norm.append(error_value)
+
+    hepdata_tables10="rawdata/Table491.yaml"
+    with open(hepdata_tables10, 'r') as file10:
+        input10 = yaml.safe_load(file10)
+
+    sqrts = 13000.0
+    m_t2 = 29756.25
+    values = input10['dependent_variables'][0]['values']
+
+    for i in range(len(values)):
+        yttbar_min = input10['independent_variables'][0]['values'][i]['low']
+        yttbar_max = input10['independent_variables'][0]['values'][i]['high']
+        mttbar_min = 970.0
+        mttbar_max = 3000.0
+        error_value = {}
+        for j in range(len(values)):
+            error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt_norm[i+8][j]
+        data_central_value = values[i]['value']
+        kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
+        data_central_d2Sig_dmttBar_dyttBar_norm.append(data_central_value)
+        kin_d2Sig_dmttBar_dyttBar_norm.append(kin_value)
+        error_d2Sig_dmttBar_dyttBar_norm.append(error_value)
+
+    error_definition_d2Sig_dmttBar_dyttBar_norm = {}
+    for i in range (11):
+        error_definition_d2Sig_dmttBar_dyttBar_norm['ArtUnc_'+str(i+1)] = {'definition': 'artificial uncertainty '+str(i+1), 'treatment': 'ADD', 'type': 'CORR'}
+
+    data_central_d2Sig_dmttBar_dyttBar_norm_yaml = {'data_central': data_central_d2Sig_dmttBar_dyttBar_norm}
+    kinematics_d2Sig_dmttBar_dyttBar_norm_yaml = {'bins': kin_d2Sig_dmttBar_dyttBar_norm}
+    uncertainties_d2Sig_dmttBar_dyttBar_norm_yaml = {'definitions': error_definition_d2Sig_dmttBar_dyttBar_norm, 'bins': error_d2Sig_dmttBar_dyttBar_norm}
+
+    with open('data_d2Sig_dmttBar_dyttBar_norm.yaml', 'w') as file:
+        yaml.dump(data_central_d2Sig_dmttBar_dyttBar_norm_yaml, file, sort_keys=False)
+
+    with open('kinematics_d2Sig_dmttBar_dyttBar_norm.yaml', 'w') as file:
+        yaml.dump(kinematics_d2Sig_dmttBar_dyttBar_norm_yaml, file, sort_keys=False)
+
+    with open('uncertainties_d2Sig_dmttBar_dyttBar_norm.yaml', 'w') as file:
+        yaml.dump(uncertainties_d2Sig_dmttBar_dyttBar_norm_yaml, file, sort_keys=False)
+
+processData()
\ No newline at end of file
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_d2Sig_dmttBar_dyttBar.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_d2Sig_dmttBar_dyttBar.yaml
new file mode 100644
index 0000000000..09940c6214
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_d2Sig_dmttBar_dyttBar.yaml
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_d2Sig_dmttBar_dyttBar_norm.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_d2Sig_dmttBar_dyttBar_norm.yaml
new file mode 100644
index 0000000000..09940c6214
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_d2Sig_dmttBar_dyttBar_norm.yaml
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dmttBar.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dmttBar.yaml
new file mode 100644
index 0000000000..533392f98c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dmttBar.yaml
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dmttBar_norm.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dmttBar_norm.yaml
new file mode 100644
index 0000000000..533392f98c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dmttBar_norm.yaml
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dyttBar.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dyttBar.yaml
new file mode 100644
index 0000000000..c0fa3ee907
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dyttBar.yaml
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dyttBar_norm.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dyttBar_norm.yaml
new file mode 100644
index 0000000000..c0fa3ee907
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/kinematics_dSig_dyttBar_norm.yaml
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+    max: null
+  y_ttBar:
+    min: 1.59
+    mid: null
+    max: 2.4
+  m_t2:
+    min: null
+    mid: 29756.25
+    max: null
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
new file mode 100644
index 0000000000..67f588ad35
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
@@ -0,0 +1,177 @@
+setname: 'ATLAS_TTBAR_13TEV_HADR_DIF'
+
+nnpdf_metadata:
+  nnpdf31_process: "TOP"
+  experiment: "ATLAS"
+
+arXiv:
+  url: "https://arxiv.org/abs/2006.09274"
+iNSPIRE:
+  url: "https://inspirehep.net/literature/1801434"
+hepdata:
+  url: "https://www.hepdata.net/record/ins1801434"
+  version: 1
+
+version: 1
+version_comment: "NA"
+
+implemented_observables:
+
+  - observable: {description: "differential cross section w.r.t. mass of top pair", label: '$\frac{d\sigma}{dm_{t\bar{t}}}$', units: '{$\frac{pb}{GeV}$}'}
+    observable_name: MTTBAR
+    process_type: HQP_MQQ
+    ndata: 9
+    tables: [463]
+    kinematics:
+      variables:
+        m_ttBar: {description: "invariant mass of top pair", label: '$m_{t\bar{t}}$', units: '$GeV$'}
+        m_t2: {description: "top mass squared", label: '$m_{t}^2$', units: '$GeV^2$'}
+        sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: 'GeV'}
+      file: kinematics_dSig_dmttBar.yaml
+    data_central: data_dSig_dmttBar.yaml
+    data_uncertainties:
+      - uncertainties_dSig_dmttBar.yaml
+    kinematic_coverage: [m_ttBar, m_t2, sqrts]
+    plotting:
+      dataset_label: 'ATLAS 13 TeV top quark pair in hadronic channel: $\frac{d\sigma}{dm_{t\bar{t}}}$'
+      kinematics_override: identity
+      x_scale: log
+      plot_x: m_ttBar
+    theory:
+      FK_tables:
+        - - ATLAS_TTBAR_13TEV_HADR_DIF_MTTBAR
+      operation: 'null'
+
+  - observable: {description: "normalized differential cross section w.r.t. mass of top pair", label: '$\frac{1}{\sigma}\frac{d\sigma}{dm_{t\bar{t}}}$', units: '$\frac{1}{GeV}$'}
+    observable_name: MTTBAR-NORM
+    process_type: HQP_MQQ
+    ndata: 9
+    tables: [461]
+    kinematics:
+      variables:
+        m_ttBar: {description: "invariant mass of top pair", label: '$m_{t\bar{t}}$', units: '$GeV$'}
+        m_t2: {description: "top mass squared", label: '$m_{t}^2$', units: '$GeV^2$'}
+        sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: 'GeV'}
+      file: kinematics_dSig_dmttBar_norm.yaml
+    data_central: data_dSig_dmttBar_norm.yaml
+    data_uncertainties:
+      - uncertainties_dSig_dmttBar_norm.yaml
+    kinematic_coverage: [m_ttBar, m_t2, sqrts]
+    plotting:
+      dataset_label: 'ATLAS 13 TeV top quark pair in hadronic channel: $\frac{1}{\sigma}\frac{d\sigma}{dm_{t\bar{t}}}$'
+      kinematics_override: identity
+      x_scale: log
+      plot_x: m_ttBar
+    theory:
+      FK_tables:
+        - - ATLAS_TTBAR_13TEV_HADR_DIF_MTTBAR
+        - - ATLAS_TTBAR_13TEV_HADR_DIF_MTTBAR-INTEGRATED
+      operation: 'ratio'
+
+  - observable: {description: "differential cross section w.r.t. absolute rapidity of top pair", label: '$\frac{d\sigma}{d|y_{t\bar{t}}|}$', units: '$\pb$'}
+    observable_name: YTTBAR
+    process_type: HQP_YQQ
+    ndata: 12
+    tables: [475]
+    kinematics:
+      variables:
+        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: '$$'}
+        m_t2: {description: "top mass squared", label: '$m_{t}^2$', units: '$GeV^2$'}
+        sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: 'GeV'}
+      file: kinematics_dSig_dyttBar.yaml
+    data_central: data_dSig_dyttBar.yaml
+    data_uncertainties:
+      - uncertainties_dSig_dyttBar.yaml
+    kinematic_coverage: [y_ttBar, m_t2, sqrts]
+    plotting: y_ttBar
+      dataset_label: '$ATLAS 13 TeV top quark pair in hadronic channel: $\frac{d\sigma}{d|y_{t\bar{t}}|}$'
+      kinematics_override: identity
+      x_scale: log
+      plot_x: y_ttBar
+    theory:
+      FK_tables:
+        - - ATLAS_TTBAR_13TEV_HADR_DIF_YTTBAR
+      operation: 'null'
+
+  - observable: {description: "normalized differential cross section w.r.t. absolute rapidity of top pair", label: '$\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$', units: '$$'}
+    observable_name: YTTBAR-NORM
+    process_type: HQP_YQQ
+    ndata: 12
+    tables: [473]
+    kinematics:
+      variables:
+        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: '$$'}
+        m_t2: {description: "top mass squared", label: '$m_{t}^2$', units: '$GeV^2$'}
+        sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: 'GeV'}
+      file: kinematics_dSig_dyttBar_norm.yaml
+    data_central: data_dSig_dyttBar_norm.yaml
+    data_uncertainties:
+      - uncertainties_dSig_dyttBar_norm.yaml
+    kinematic_coverage: [y_ttBar, m_t2, sqrts]
+    plotting:
+      dataset_label: '$ATLAS 13 TeV top quark pair in hadronic channel: $\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$'
+      kinematics_override: identity
+      x_scale: log
+      plot_x: y_ttBar
+    theory:
+      FK_tables:
+        - - ATLAS_TTBAR_13TEV_HADR_DIF_YTTBAR
+        - - ATLAS_TTBAR_13TEV_HADR_DIF_YTTBAR-INTEGRATED
+      operation: 'ratio'
+
+  - observable: {description: "double differential cross section w.r.t. mass and absolute rapidity of top pair", label: '$\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$', units: '$\frac{pb}{GeV}$'}
+    observable_name: MTTBAR-YTTBAR
+    process_type: HQP_YQQ
+    ndata: [4, 4, 3] # 11
+    tables: [498, 499, 500]
+    kinematics:
+      variables:
+        m_ttBar: {description: "invariant mass of top pair", label: '$m_{t\bar{t}}$', units: '$GeV$'}
+        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: '$$'}
+        m_t2: {description: "top mass squared", label: '$m_{t}^2$', units: '$GeV^2$'}
+        sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: 'GeV'}
+      file: kinematics_d2Sig_dmttBar_dyttBar.yaml
+    data_central: data_d2Sig_dmttBar_dyttBar.yaml
+    data_uncertainties:
+      - uncertainties_d2Sig_dmttBar_dyttBar.yaml
+    kinematic_coverage: [y_ttBar, m_ttBar, sqrts]
+    plotting:
+      dataset_label: 'ATLAS 13 TeV top quark pair in hadronic channel: $\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$'
+      kinematics_override: identity
+      x_scale: log
+      plot_x: y_ttBar
+      figure by:
+        - m_ttBar
+    theory:
+      FK_tables:
+        - - ATLAS_TTBAR_13TEV_HADR_DIF_MTTBAR-YTTBAR
+      operation: 'null'
+
+  - observable: {description: "normalized double differential cross section w.r.t. mass and absolute rapidity of top pair", label: '$\frac{1}{\sigma}\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$', units: '$\frac{1}{GeV}$'}
+    observable_name: MTTBAR-YTTBAR-NORM
+    process_type: HQP_YQQ
+    ndata: [4, 4, 3] # 11
+    tables: [489, 490, 491]
+    kinematics:
+      variables:
+        m_ttBar: {description: "invariant mass of top pair", label: '$m_{t\bar{t}}$', units: '$GeV$'}
+        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: '$$'}
+        m_t2: {description: "top mass squared", label: '$m_{t}^2$', units: '$GeV^2$'}
+        sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: 'GeV'}
+      file: kinematics_d2Sig_dmttBar_dyttBar_norm.yaml
+    data_central: data_d2Sig_dmttBar_dyttBar_norm.yaml
+    data_uncertainties:
+      - uncertainties_d2Sig_dmttBar_dyttBar_norm.yaml
+    kinematic_coverage: [y_ttBar, m_ttBar, sqrts]
+    plotting:
+      dataset_label: 'ATLAS 13 TeV top quark pair in hadronic channel: $\frac{1}{\sigma}\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$'
+      kinematics_override: identity
+      x_scale: log
+      plot_x: y_ttBar
+      figure by:
+        - m_ttBar
+    theory:
+      FK_tables:
+        - - ATLAS_TTBAR_13TEV_HADR_DIF_MTTBAR-YTTBAR
+        - - ATLAS_TTBAR_13TEV_HADR_DIF_MTTBAR-YTTBAR-INTEGRATED
+      operation: 'ratio'
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table0.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table0.yaml
new file mode 100644
index 0000000000..a036049e51
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table0.yaml
@@ -0,0 +1,1680 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DDR_E1J1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.500%}
+    - asymerror: {minus: +0.698%, plus: -0.698%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.205%, plus: -3.205%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.477%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.504%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.624%, plus: -0.633%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.068%, plus: -0.077%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.519%, plus: +0.519%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.086%, plus: -0.024%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.159%, plus: +0.225%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.244%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.121%, plus: -0.004%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.925%, plus: +1.925%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.017%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.231%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.065%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.050%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.017%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.462%, plus: -0.088%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.462%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.532%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.526%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.356%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.882%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.336%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.074%, plus: +0.297%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.050%, plus: +0.415%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.004%, plus: -1.450%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.032%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.881%, plus: -3.881%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.955%, plus: -0.955%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.308%, plus: -0.121%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.024%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.154%, plus: +0.155%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.150%, plus: -0.255%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.070%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.275%, plus: -0.332%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.194%, plus: -0.193%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.024299e+01
+  - errors:
+    - {label: stat, symerror: +4.836%}
+    - asymerror: {minus: +2.649%, plus: -2.649%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.989%, plus: -0.989%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.037%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.157%, plus: -0.157%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.797%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.713%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.034%, plus: +0.039%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.085%, plus: -0.134%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.846%, plus: +1.846%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.124%, plus: -1.888%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.353%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.473%, plus: +0.213%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.947%, plus: +2.947%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.119%, plus: -0.118%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.069%, plus: +0.485%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.081%, plus: -0.080%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.089%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.094%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.013%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.207%, plus: +0.079%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.234%, plus: -0.230%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.549%, plus: -0.498%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.691%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +2.272%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +4.120%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.358%, plus: +0.756%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.531%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.009%, plus: -0.586%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.046%, plus: -1.046%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.697%, plus: +6.697%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.939%, plus: +1.240%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.509%, plus: +0.346%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.102%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.093%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.214%, plus: +1.771%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.146%, plus: +0.146%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.340612e-02
+  - errors:
+    - {label: stat, symerror: +3.871%}
+    - asymerror: {minus: +2.131%, plus: -2.131%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.038%, plus: +2.038%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.071%, plus: -0.080%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.067%, plus: +0.418%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.291%, plus: +0.295%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.015%, plus: +0.024%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.469%, plus: +1.469%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.635%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.065%, plus: -0.447%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.205%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.521%, plus: +2.521%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.060%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.635%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.100%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.003%, plus: -0.247%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.087%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.066%, plus: -0.342%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.434%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.033%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.398%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.344%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.032%, plus: +0.077%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.651%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.121%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.167%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.298%, plus: -0.472%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.261%, plus: +0.010%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.006%, plus: +1.707%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.012%, plus: -0.081%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.203%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.314%, plus: -1.314%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.624%, plus: +2.624%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.398%, plus: +0.013%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.881%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.035%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.058%, plus: +0.193%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.313%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.214%, plus: -0.303%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.610%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.063%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.151%, plus: +0.151%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.744447e-02
+  - errors:
+    - {label: stat, symerror: +4.114%}
+    - asymerror: {minus: -4.303%, plus: +4.303%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.600%, plus: -7.600%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.160%, plus: +0.204%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.161%, plus: +0.235%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.643%, plus: +0.074%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.363%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.302%, plus: +0.306%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.004%, plus: +0.002%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.561%, plus: +1.561%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.585%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.661%, plus: -0.470%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.463%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.701%, plus: +2.701%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.025%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.169%, plus: +0.051%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.043%, plus: +0.042%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.176%, plus: +0.200%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.163%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.194%, plus: +0.250%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.103%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.339%, plus: -0.270%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.106%, plus: +0.215%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.395%, plus: +0.117%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.024%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.299%, plus: +0.378%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.246%, plus: +0.236%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.989%, plus: +0.054%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.014%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.766%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.460%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.215%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.115%, plus: -0.866%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.091%, plus: -0.257%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.824%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.074%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.087%, plus: +0.301%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.081%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.286%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.993%, plus: +0.993%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.775%, plus: -0.775%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.757%, plus: +0.828%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.028%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.316%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.322%, plus: +0.179%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.318%, plus: -0.205%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.066%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.808%, plus: +0.809%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.135%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.117%, plus: +0.116%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.652768e-01
+  - errors:
+    - {label: stat, symerror: +4.223%}
+    - asymerror: {minus: +0.912%, plus: -0.912%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.694%, plus: +4.694%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.045%, plus: +0.044%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.248%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.706%, plus: +0.098%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.837%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.327%, plus: +0.332%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.055%, plus: +0.060%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.594%, plus: +1.594%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.088%, plus: +0.193%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.648%, plus: +2.648%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.053%, plus: +0.052%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.523%, plus: +0.198%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.051%, plus: +0.050%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.021%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.126%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.083%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.409%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.009%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.039%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.846%, plus: +0.238%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.465%, plus: -0.631%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.488%, plus: +0.177%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.866%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.253%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.508%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.818%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.018%, plus: -0.588%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.293%, plus: -0.788%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.763%, plus: -1.525%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.041%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.013%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.339%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.468%, plus: +2.468%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.182%, plus: -2.182%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.796%, plus: -0.286%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.024%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.124%, plus: -0.183%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.387%, plus: -0.074%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.418%, plus: -0.228%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.036%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.090%, plus: +0.089%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.203905e-01
+  - errors:
+    - {label: stat, symerror: +4.095%}
+    - asymerror: {minus: -2.123%, plus: +2.123%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.067%, plus: +1.067%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.023%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.259%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.666%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.471%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.236%, plus: +0.239%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.011%, plus: +0.012%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.526%, plus: +1.526%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.417%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.918%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.254%, plus: +0.171%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.263%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.734%, plus: +2.734%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.326%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.038%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.093%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.074%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.077%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.005%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.036%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.189%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.022%, plus: -0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.519%, plus: +0.084%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.574%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.716%, plus: +0.269%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.737%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.875%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.958%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.138%, plus: -0.577%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.048%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.604%, plus: -1.331%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.023%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.579%, plus: +2.579%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.998%, plus: +1.998%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.814%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.441%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.094%, plus: -0.095%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.019%, plus: -0.064%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.090%, plus: -0.178%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.176%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.824%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.727649e-01
+  - errors:
+    - {label: stat, symerror: +3.380%}
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.136%, plus: -0.136%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.175%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.356%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.583%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.236%, plus: +0.240%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.026%, plus: +0.024%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.287%, plus: +1.287%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.253%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.611%, plus: +0.259%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.159%, plus: -0.137%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.209%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.320%, plus: +2.320%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.047%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.279%, plus: -0.299%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.043%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.051%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.001%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.045%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.077%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.034%, plus: +0.024%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.225%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.370%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.720%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.553%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.075%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.823%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.908%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.713%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.073%, plus: -0.163%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.534%, plus: +0.339%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.068%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.002%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.966%, plus: +1.966%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.458%, plus: -1.458%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.041%, plus: -0.378%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.011%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.273%, plus: -0.270%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.376%, plus: +0.758%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.057%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.200%, plus: -0.352%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.005%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.068%, plus: +0.067%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.330940e-01
+  - errors:
+    - {label: stat, symerror: +3.161%}
+    - asymerror: {minus: -0.944%, plus: +0.944%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.172%, plus: -2.172%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.114%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.163%, plus: -0.197%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.239%, plus: +0.243%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.016%, plus: +0.003%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.184%, plus: +1.184%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.002%, plus: +0.103%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.358%, plus: -0.208%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.154%, plus: +2.154%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.073%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.058%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.077%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.033%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.021%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.515%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.255%, plus: -0.165%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.074%, plus: +0.288%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.212%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.473%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.347%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.357%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.369%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.380%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.052%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.057%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.888%, plus: +2.888%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.205%, plus: -0.205%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.361%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.253%, plus: -0.085%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.062%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.068%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.033%, plus: -0.169%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.030%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.785664e-01
+  - errors:
+    - {label: stat, symerror: +3.186%}
+    - asymerror: {minus: -0.776%, plus: +0.776%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.021%, plus: +3.021%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.165%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.032%, plus: +0.031%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.081%, plus: -0.154%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.392%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.750%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.190%, plus: +0.194%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.007%, plus: +0.037%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.229%, plus: +1.229%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.121%, plus: -0.398%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.157%, plus: +0.529%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.244%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.253%, plus: +2.253%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.008%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.408%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.015%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.026%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.091%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.166%, plus: -0.068%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.125%, plus: +0.587%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.595%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.686%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.256%, plus: +0.728%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.584%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.755%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.680%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.202%, plus: +0.585%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.421%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.148%, plus: -0.158%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.015%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.054%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.704%, plus: +3.704%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.239%, plus: -2.239%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.583%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.320%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.058%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.293%, plus: -0.215%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.278%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.277049e-01
+  - errors:
+    - {label: stat, symerror: +4.396%}
+    - asymerror: {minus: -1.476%, plus: +1.476%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.052%, plus: +5.052%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.053%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.249%, plus: +0.062%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.155%, plus: +0.157%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.017%, plus: +0.040%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.546%, plus: +1.546%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.290%, plus: -0.050%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.313%, plus: -0.152%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.458%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.109%, plus: +3.109%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.426%, plus: -0.300%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.026%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.011%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.014%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.223%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.105%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.000%, plus: -0.034%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.189%, plus: -0.055%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.380%, plus: -0.548%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.423%, plus: +0.372%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.344%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.797%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.472%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.042%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.401%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +6.507%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.235%, plus: +0.235%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.398%, plus: +4.398%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.646%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.021%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.497%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.515%, plus: +0.521%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.173%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.316%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.005%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.564388e-01
+  - errors:
+    - {label: stat, symerror: +3.825%}
+    - asymerror: {minus: -0.159%, plus: +0.159%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.941%, plus: +2.941%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.069%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.262%, plus: +0.093%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.005%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.308%, plus: +0.311%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.074%, plus: +0.091%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.543%, plus: +1.543%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.443%, plus: -0.554%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.109%, plus: -0.124%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.319%, plus: +0.323%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.821%, plus: +2.821%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.033%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.236%, plus: -0.009%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.051%, plus: +0.050%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.019%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.005%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.268%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.112%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.146%, plus: +0.048%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.751%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.831%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.832%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.926%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.169%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.324%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.511%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.043%, plus: -1.358%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.127%, plus: -1.198%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.055%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.158%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.149%, plus: -0.212%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.677%, plus: +2.677%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.997%, plus: -0.997%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.219%, plus: +0.458%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.090%, plus: +0.702%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.043%, plus: +0.014%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.526%, plus: +0.702%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.046%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.856796e-01
+  - errors:
+    - {label: stat, symerror: +4.117%}
+    - asymerror: {minus: +2.338%, plus: -2.338%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.500%, plus: +6.500%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.190%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.025%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.325%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.014%, plus: -0.303%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.481%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.323%, plus: +0.325%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.132%, plus: +0.133%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.493%, plus: +1.493%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.481%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.409%, plus: +0.518%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.387%, plus: +0.283%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.248%, plus: +0.150%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.043%, plus: +3.043%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.049%, plus: +0.050%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.068%, plus: +0.071%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.064%, plus: +0.062%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.115%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.062%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.111%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.281%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.178%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.304%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.054%, plus: -0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.008%, plus: -0.469%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.514%, plus: +0.429%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.835%, plus: -0.756%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.051%, plus: -0.595%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.330%, plus: +0.121%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.853%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.472%, plus: +0.275%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.750%, plus: +3.218%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.308%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.082%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.089%, plus: +0.375%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.203%, plus: -1.203%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.356%, plus: +0.356%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.563%, plus: -0.442%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.151%, plus: +0.249%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.265%, plus: -0.402%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.138%, plus: -0.658%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.072%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.446723e-02
+- header: {name: '1/SIG*DSIG/DDR_E1J1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 9.354052e+00
+   - value: 3.642790e-02
+   - value: 1.031911e-01
+   - value: 1.721973e-01
+   - value: 2.347701e-01
+   - value: 2.854914e-01
+   - value: 3.388734e-01
+   - value: 3.980903e-01
+   - value: 4.276318e-01
+   - value: 2.855330e-01
+   - value: 1.734137e-01
+   - value: 2.593561e-02
+independent_variables:
+- header: {name: 'DR_E1J1', units: ''}
+  values:
+  - {high: 0.03, low: 0.0}
+  - {high: 1.08, low: 0.03}
+  - {high: 1.71, low: 1.08}
+  - {high: 2.04, low: 1.71}
+  - {high: 2.28, low: 2.04}
+  - {high: 2.49, low: 2.28}
+  - {high: 2.73, low: 2.49}
+  - {high: 2.97, low: 2.73}
+  - {high: 3.18, low: 2.97}
+  - {high: 3.39, low: 3.18}
+  - {high: 3.72, low: 3.39}
+  - {high: 6.0, low: 3.72}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table1.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table1.yaml
new file mode 100644
index 0000000000..d72b14a790
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table1.yaml
@@ -0,0 +1,442 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.519000e-01}
+  - {value: -3.792000e-05}
+  - {value: -2.479000e-04}
+  - {value: -2.507000e-03}
+  - {value: -3.409000e-03}
+  - {value: -4.239000e-03}
+  - {value: -1.218000e-03}
+  - {value: -1.621000e-03}
+  - {value: -7.229000e-03}
+  - {value: -5.298000e-03}
+  - {value: -2.830000e-03}
+  - {value: -2.546000e-04}
+  - {value: -3.792000e-05}
+  - {value: 1.394000e-05}
+  - {value: 1.207000e-05}
+  - {value: -1.050000e-05}
+  - {value: -2.211000e-05}
+  - {value: 7.996000e-06}
+  - {value: -1.733000e-05}
+  - {value: -2.367000e-06}
+  - {value: -4.805000e-05}
+  - {value: 2.201000e-05}
+  - {value: -9.562000e-06}
+  - {value: -2.902000e-07}
+  - {value: -2.479000e-04}
+  - {value: 1.207000e-05}
+  - {value: 4.437000e-05}
+  - {value: -1.429000e-05}
+  - {value: -1.853000e-05}
+  - {value: -9.015000e-06}
+  - {value: -3.352000e-05}
+  - {value: -4.711000e-05}
+  - {value: -6.131000e-05}
+  - {value: 3.370000e-05}
+  - {value: -1.270000e-05}
+  - {value: 3.159000e-06}
+  - {value: -2.507000e-03}
+  - {value: -1.050000e-05}
+  - {value: -1.429000e-05}
+  - {value: 1.592000e-04}
+  - {value: 2.373000e-05}
+  - {value: 4.669000e-05}
+  - {value: -1.090000e-05}
+  - {value: -2.007000e-05}
+  - {value: 8.468000e-05}
+  - {value: 4.504000e-05}
+  - {value: 2.531000e-05}
+  - {value: -4.192000e-07}
+  - {value: -3.409000e-03}
+  - {value: -2.211000e-05}
+  - {value: -1.853000e-05}
+  - {value: 2.373000e-05}
+  - {value: 2.620000e-04}
+  - {value: -1.854000e-05}
+  - {value: 1.226000e-05}
+  - {value: -6.018000e-05}
+  - {value: 1.823000e-04}
+  - {value: 9.651000e-06}
+  - {value: 5.837000e-05}
+  - {value: 9.762000e-06}
+  - {value: -4.239000e-03}
+  - {value: 7.996000e-06}
+  - {value: -9.015000e-06}
+  - {value: 4.669000e-05}
+  - {value: -1.854000e-05}
+  - {value: 3.386000e-04}
+  - {value: -4.566000e-06}
+  - {value: 9.123000e-05}
+  - {value: 5.128000e-05}
+  - {value: 9.834000e-05}
+  - {value: 1.913000e-05}
+  - {value: -7.079000e-06}
+  - {value: -1.218000e-03}
+  - {value: -1.733000e-05}
+  - {value: -3.352000e-05}
+  - {value: -1.090000e-05}
+  - {value: 1.226000e-05}
+  - {value: -4.566000e-06}
+  - {value: 3.165000e-04}
+  - {value: 9.972000e-05}
+  - {value: 1.117000e-04}
+  - {value: -1.547000e-04}
+  - {value: 1.918000e-05}
+  - {value: -8.658000e-06}
+  - {value: -1.621000e-03}
+  - {value: -2.367000e-06}
+  - {value: -4.711000e-05}
+  - {value: -2.007000e-05}
+  - {value: -6.018000e-05}
+  - {value: 9.123000e-05}
+  - {value: 9.972000e-05}
+  - {value: 5.432000e-04}
+  - {value: 3.622000e-05}
+  - {value: -1.101000e-04}
+  - {value: 3.563000e-06}
+  - {value: -2.512000e-05}
+  - {value: -7.229000e-03}
+  - {value: -4.805000e-05}
+  - {value: -6.131000e-05}
+  - {value: 8.468000e-05}
+  - {value: 1.823000e-04}
+  - {value: 5.128000e-05}
+  - {value: 1.117000e-04}
+  - {value: 3.622000e-05}
+  - {value: 7.611000e-04}
+  - {value: -8.572000e-05}
+  - {value: 1.163000e-04}
+  - {value: 3.399000e-06}
+  - {value: -5.298000e-03}
+  - {value: 2.201000e-05}
+  - {value: 3.370000e-05}
+  - {value: 4.504000e-05}
+  - {value: 9.651000e-06}
+  - {value: 9.834000e-05}
+  - {value: -1.547000e-04}
+  - {value: -1.101000e-04}
+  - {value: -8.572000e-05}
+  - {value: 6.219000e-04}
+  - {value: 3.646000e-06}
+  - {value: 1.163000e-05}
+  - {value: -2.830000e-03}
+  - {value: -9.562000e-06}
+  - {value: -1.270000e-05}
+  - {value: 2.531000e-05}
+  - {value: 5.837000e-05}
+  - {value: 1.913000e-05}
+  - {value: 1.918000e-05}
+  - {value: 3.563000e-06}
+  - {value: 1.163000e-04}
+  - {value: 3.646000e-06}
+  - {value: 1.297000e-04}
+  - {value: 1.363000e-06}
+  - {value: -2.546000e-04}
+  - {value: -2.902000e-07}
+  - {value: 3.159000e-06}
+  - {value: -4.192000e-07}
+  - {value: 9.762000e-06}
+  - {value: -7.079000e-06}
+  - {value: -8.658000e-06}
+  - {value: -2.512000e-05}
+  - {value: 3.399000e-06}
+  - {value: 1.163000e-05}
+  - {value: 1.363000e-06}
+  - {value: 4.269000e-06}
+independent_variables:
+- header: {name: 'DR_E1J1'}
+  values:
+  - {high: 0.03, low: 0.00}
+  - {high: 0.03, low: 0.00}
+  - {high: 0.03, low: 0.00}
+  - {high: 0.03, low: 0.00}
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+  - {high: 3.72, low: 3.39}
+  - {high: 3.72, low: 3.39}
+  - {high: 3.72, low: 3.39}
+  - {high: 6.00, low: 3.72}
+  - {high: 6.00, low: 3.72}
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+  - {high: 6.00, low: 3.72}
+  - {high: 6.00, low: 3.72}
+  - {high: 6.00, low: 3.72}
+  - {high: 6.00, low: 3.72}
+  - {high: 6.00, low: 3.72}
+  - {high: 6.00, low: 3.72}
+  - {high: 6.00, low: 3.72}
+  - {high: 6.00, low: 3.72}
+  - {high: 6.00, low: 3.72}
+- header: {name: 'DR_E1J1'}
+  values:
+  - {high: 0.03, low: 0.00}
+  - {high: 1.08, low: 0.03}
+  - {high: 1.71, low: 1.08}
+  - {high: 2.04, low: 1.71}
+  - {high: 2.28, low: 2.04}
+  - {high: 2.49, low: 2.28}
+  - {high: 2.73, low: 2.49}
+  - {high: 2.97, low: 2.73}
+  - {high: 3.18, low: 2.97}
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+  - {high: 3.72, low: 3.39}
+  - {high: 6.00, low: 3.72}
+  - {high: 0.03, low: 0.00}
+  - {high: 1.08, low: 0.03}
+  - {high: 1.71, low: 1.08}
+  - {high: 2.04, low: 1.71}
+  - {high: 2.28, low: 2.04}
+  - {high: 2.49, low: 2.28}
+  - {high: 2.73, low: 2.49}
+  - {high: 2.97, low: 2.73}
+  - {high: 3.18, low: 2.97}
+  - {high: 3.39, low: 3.18}
+  - {high: 3.72, low: 3.39}
+  - {high: 6.00, low: 3.72}
+  - {high: 0.03, low: 0.00}
+  - {high: 1.08, low: 0.03}
+  - {high: 1.71, low: 1.08}
+  - {high: 2.04, low: 1.71}
+  - {high: 2.28, low: 2.04}
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+  - {high: 2.73, low: 2.49}
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+  - {high: 2.04, low: 1.71}
+  - {high: 2.28, low: 2.04}
+  - {high: 2.49, low: 2.28}
+  - {high: 2.73, low: 2.49}
+  - {high: 2.97, low: 2.73}
+  - {high: 3.18, low: 2.97}
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+  - {high: 6.00, low: 3.72}
+  - {high: 0.03, low: 0.00}
+  - {high: 1.08, low: 0.03}
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+  - {high: 2.04, low: 1.71}
+  - {high: 2.28, low: 2.04}
+  - {high: 2.49, low: 2.28}
+  - {high: 2.73, low: 2.49}
+  - {high: 2.97, low: 2.73}
+  - {high: 3.18, low: 2.97}
+  - {high: 3.39, low: 3.18}
+  - {high: 3.72, low: 3.39}
+  - {high: 6.00, low: 3.72}
+  - {high: 0.03, low: 0.00}
+  - {high: 1.08, low: 0.03}
+  - {high: 1.71, low: 1.08}
+  - {high: 2.04, low: 1.71}
+  - {high: 2.28, low: 2.04}
+  - {high: 2.49, low: 2.28}
+  - {high: 2.73, low: 2.49}
+  - {high: 2.97, low: 2.73}
+  - {high: 3.18, low: 2.97}
+  - {high: 3.39, low: 3.18}
+  - {high: 3.72, low: 3.39}
+  - {high: 6.00, low: 3.72}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table10.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table10.yaml
new file mode 100644
index 0000000000..9b1a9b74e2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table10.yaml
@@ -0,0 +1,1263 @@
+dependent_variables:
+- header: {name: 'DSIG/DTT_M (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.289%}
+    - asymerror: {minus: -1.466%, plus: +1.466%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.781%, plus: -2.781%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.147%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.410%, plus: +0.410%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.426%, plus: +0.200%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.332%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.413%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.869%, plus: -1.860%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.272%, plus: +1.245%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.853%, plus: +0.853%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.134%, plus: +0.026%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.067%, plus: -3.498%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.099%, plus: +0.004%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.450%, plus: +0.771%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.179%, plus: +4.179%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.686%, plus: +0.685%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.222%, plus: -0.295%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.697%, plus: +1.715%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.366%, plus: -0.365%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.020%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.111%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.026%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.013%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.148%, plus: -0.471%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.012%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.549%, plus: +0.074%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.031%, plus: +0.254%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.352%, plus: -0.024%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.136%, plus: +0.332%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.394%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.683%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.217%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.127%, plus: -4.711%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.036%, plus: +0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.126%, plus: -0.394%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.026%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.135%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.033%, plus: +3.033%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.014%, plus: +6.014%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.795%, plus: +4.247%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.240%, plus: +0.237%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.110%, plus: +0.110%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.746%, plus: +1.298%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.267%, plus: -0.266%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.116%, plus: -0.149%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.195%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.272%, plus: -0.428%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.700%, plus: +3.802%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.045%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.156%, plus: +0.156%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.941076e-03
+  - errors:
+    - {label: stat, symerror: +2.183%}
+    - asymerror: {minus: -1.779%, plus: +1.779%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.857%, plus: -1.857%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.017%, plus: +0.255%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.121%, plus: +0.122%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.462%, plus: +0.463%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.142%, plus: -0.142%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.398%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.928%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.363%, plus: -1.351%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.250%, plus: +1.214%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.796%, plus: +0.796%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.331%, plus: -0.132%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.742%, plus: -2.342%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.642%, plus: +0.900%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.134%, plus: +3.134%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.832%, plus: +0.836%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.769%, plus: +1.786%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.321%, plus: -0.320%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.040%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.457%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.256%, plus: +0.733%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.022%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.341%, plus: +0.308%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.122%, plus: -0.139%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.150%, plus: +0.055%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.896%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.079%, plus: -0.834%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.056%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.183%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.558%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.059%, plus: -0.356%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.004%, plus: -0.849%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.007%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.457%, plus: -3.457%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.393%, plus: +9.393%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.425%, plus: +3.207%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.227%, plus: +0.227%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.268%, plus: +1.396%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.311%, plus: -0.311%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.153%, plus: -0.116%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.411%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.423%, plus: +3.417%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.319%, plus: +0.320%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.371441e-03
+  - errors:
+    - {label: stat, symerror: +2.084%}
+    - asymerror: {minus: -2.691%, plus: +2.691%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.588%, plus: +3.588%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.197%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.215%, plus: +0.215%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.427%, plus: +0.429%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.152%, plus: -0.152%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.091%, plus: +0.386%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.071%, plus: +0.083%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.015%, plus: -1.217%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.057%, plus: -1.046%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.159%, plus: +1.159%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.734%, plus: +0.734%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.504%, plus: +0.380%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.615%, plus: -2.596%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.242%, plus: -0.167%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.939%, plus: +0.856%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.170%, plus: +2.170%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.872%, plus: +0.876%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.231%, plus: +0.653%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.781%, plus: +1.798%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.259%, plus: -0.258%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.066%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.127%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.131%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.008%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.407%, plus: -0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.137%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.400%, plus: +0.611%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.506%, plus: +0.029%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.613%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.154%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.349%, plus: +0.388%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.869%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.809%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.784%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.220%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.113%, plus: -0.571%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.694%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.752%, plus: -0.721%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.098%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.079%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.408%, plus: -0.273%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.617%, plus: -5.617%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.780%, plus: +8.780%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.039%, plus: +3.591%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.295%, plus: +0.296%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.258%, plus: +1.510%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.347%, plus: -0.347%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.073%, plus: +0.246%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.121%, plus: -0.184%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.161%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.991%, plus: +3.403%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.035%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.436%, plus: +0.436%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.200866e-03
+  - errors:
+    - {label: stat, symerror: +2.187%}
+    - asymerror: {minus: -3.571%, plus: +3.571%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.286%, plus: +3.286%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.042%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.303%, plus: +0.303%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.451%, plus: +0.453%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.145%, plus: -0.144%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.107%, plus: +0.282%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.629%, plus: +0.199%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.077%, plus: -1.173%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.816%, plus: -0.808%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.074%, plus: +1.064%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.767%, plus: +0.767%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.238%, plus: -2.079%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.549%, plus: +0.619%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.647%, plus: +1.647%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.864%, plus: +0.867%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.804%, plus: +1.821%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.206%, plus: -0.206%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.030%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.039%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.383%, plus: -0.215%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.051%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.204%, plus: +0.363%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.845%, plus: +0.047%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.702%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.244%, plus: +0.014%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.569%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.593%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.282%, plus: -0.621%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.004%, plus: -0.883%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.251%, plus: +1.015%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.007%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.240%, plus: -0.305%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.010%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.913%, plus: -4.913%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.210%, plus: +9.210%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.392%, plus: +2.712%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.381%, plus: +0.382%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.772%, plus: +1.216%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.409%, plus: -0.408%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.090%, plus: -0.048%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.078%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.239%, plus: -0.224%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.718%, plus: +2.746%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.022%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.545%, plus: +0.546%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.530018e-03
+  - errors:
+    - {label: stat, symerror: +2.415%}
+    - asymerror: {minus: -4.489%, plus: +4.489%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.624%, plus: +3.624%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.157%, plus: +0.256%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.391%, plus: +0.391%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.489%, plus: +0.490%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.145%, plus: -0.145%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.253%, plus: +0.245%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.731%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.318%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.651%, plus: -0.646%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.032%, plus: +1.003%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.832%, plus: +0.832%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.025%, plus: +0.083%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.264%, plus: -2.634%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.306%, plus: -0.217%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.644%, plus: +0.793%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.420%, plus: +1.420%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.828%, plus: +0.831%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.167%, plus: +0.103%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.792%, plus: +1.808%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.152%, plus: -0.152%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.084%, plus: -0.083%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.127%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.104%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.141%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.056%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.320%, plus: -0.347%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.091%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.400%, plus: +0.616%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.835%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.740%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.961%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.091%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.742%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.130%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.864%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.705%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.026%, plus: -1.236%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.666%, plus: -0.478%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.299%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.039%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.528%, plus: -0.186%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.425%, plus: -4.425%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.333%, plus: +8.333%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.115%, plus: +2.622%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.406%, plus: +0.407%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.075%, plus: +0.986%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.489%, plus: -0.488%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.247%, plus: -0.271%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.303%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.751%, plus: +3.608%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.621%, plus: +0.623%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.642346e-03
+  - errors:
+    - {label: stat, symerror: +2.815%}
+    - asymerror: {minus: -4.194%, plus: +4.194%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.432%, plus: +3.432%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.171%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.436%, plus: +0.437%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.489%, plus: +0.491%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.438%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.051%, plus: -1.022%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.563%, plus: -0.558%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.994%, plus: +0.960%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.976%, plus: +0.976%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.353%, plus: +0.070%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.847%, plus: -2.715%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.055%, plus: -0.070%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.169%, plus: +0.623%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.417%, plus: +1.417%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.825%, plus: +0.828%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.599%, plus: +0.145%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.733%, plus: +1.748%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.105%, plus: -0.104%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.067%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.006%, plus: -0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.108%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.190%, plus: +0.099%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.025%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.621%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.042%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.285%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.888%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.642%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.648%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.841%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.484%, plus: -2.341%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.050%, plus: -0.360%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.219%, plus: -4.219%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.694%, plus: +7.694%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.143%, plus: +2.217%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.409%, plus: +0.410%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.092%, plus: +0.092%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.161%, plus: +0.829%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.585%, plus: -0.584%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.072%, plus: +0.025%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.059%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.347%, plus: +2.595%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.662%, plus: +0.664%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.948058e-03
+  - errors:
+    - {label: stat, symerror: +3.234%}
+    - asymerror: {minus: -6.068%, plus: +6.068%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.977%, plus: +6.977%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.134%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.511%, plus: +0.512%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.498%, plus: +0.500%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.120%, plus: +0.177%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.113%, plus: -0.869%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.550%, plus: -0.546%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.956%, plus: +0.928%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.090%, plus: +1.090%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.039%, plus: +0.398%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.275%, plus: -2.249%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.248%, plus: -0.091%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.707%, plus: +0.959%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.521%, plus: +1.521%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.793%, plus: +0.796%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.501%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.679%, plus: +1.693%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.099%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.251%, plus: -0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.096%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.211%, plus: -0.270%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.093%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.026%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.231%, plus: +0.244%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.021%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.037%, plus: -0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.097%, plus: -0.001%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.490%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.867%, plus: +0.101%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.812%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.538%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.948%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.145%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.263%, plus: -0.665%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.036%, plus: -0.284%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.582%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.164%, plus: +0.492%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.063%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.204%, plus: -0.261%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.391%, plus: -4.391%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.471%, plus: +11.471%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.035%, plus: +3.480%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.403%, plus: +0.404%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.208%, plus: +1.521%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.675%, plus: -0.673%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.039%, plus: -0.172%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.021%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.737%, plus: +4.496%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.070%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.674%, plus: +0.677%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.306427e-03
+  - errors:
+    - {label: stat, symerror: +3.454%}
+    - asymerror: {minus: -6.404%, plus: +6.404%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.626%, plus: +0.626%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.306%, plus: +0.224%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.576%, plus: +0.578%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.545%, plus: +0.547%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.286%, plus: +0.090%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.574%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.032%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.507%, plus: -0.504%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.953%, plus: +0.937%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.115%, plus: +1.115%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.358%, plus: +0.088%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.473%, plus: -3.077%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.223%, plus: -0.445%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.722%, plus: +0.836%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.465%, plus: +1.465%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.721%, plus: +0.723%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.506%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.629%, plus: +1.643%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.030%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.202%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.306%, plus: -0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.096%, plus: -0.341%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.098%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.632%, plus: +0.241%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.025%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.836%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.433%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.932%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.884%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.578%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.119%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.739%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.376%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.116%, plus: -0.725%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.741%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.101%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.556%, plus: +0.504%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.001%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.485%, plus: -0.547%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.828%, plus: -4.828%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.713%, plus: +6.713%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.160%, plus: +2.638%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.441%, plus: +0.443%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.520%, plus: +1.034%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.799%, plus: -0.795%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.387%, plus: -0.195%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.284%, plus: -0.372%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.204%, plus: +0.390%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.641%, plus: +4.199%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.701%, plus: +0.704%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.454178e-04
+  - errors:
+    - {label: stat, symerror: +5.198%}
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.616%, plus: +4.616%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.151%, plus: +0.293%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.533%, plus: +0.534%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.495%, plus: +0.496%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.126%, plus: +0.308%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.538%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.573%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.424%, plus: -0.422%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.957%, plus: +0.911%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.637%, plus: +1.637%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.598%, plus: +0.282%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.926%, plus: -3.549%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.013%, plus: +0.051%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.179%, plus: +0.664%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.874%, plus: +1.874%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.724%, plus: +0.726%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.575%, plus: +1.587%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.152%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.108%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.055%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.311%, plus: -0.219%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.195%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.323%, plus: +0.239%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.241%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.107%, plus: +0.005%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.689%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.463%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.526%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.740%, plus: +0.080%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.005%, plus: -0.782%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.709%, plus: +3.471%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.524%, plus: +0.407%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.138%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.312%, plus: -0.393%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.077%, plus: -6.077%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.827%, plus: +12.827%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.347%, plus: +3.131%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.509%, plus: +0.512%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.153%, plus: +0.153%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.458%, plus: +1.480%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.839%, plus: -0.835%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.210%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.293%, plus: +4.382%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.175%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.688%, plus: +0.690%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.373478e-05
+- header: {name: 'DSIG/DTT_M (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.566744e-03
+   - value: 4.251655e-03
+   - value: 4.475459e-03
+   - value: 3.903309e-03
+   - value: 3.030022e-03
+   - value: 2.179882e-03
+   - value: 1.431921e-03
+   - value: 5.927902e-04
+   - value: 3.576970e-05
+independent_variables:
+- header: {name: 'TT_M', units: 'GeV'}
+  values:
+  - {high: 539.0, low: 325.0}
+  - {high: 619.25, low: 539.0}
+  - {high: 699.5, low: 619.25}
+  - {high: 779.75, low: 699.5}
+  - {high: 860.0, low: 779.75}
+  - {high: 940.25, low: 860.0}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.0, low: 1047.25}
+  - {high: 3000.0, low: 1288.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table100.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table100.yaml
new file mode 100644
index 0000000000..23b603beb4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table100.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRPT_E3T1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.868%}
+    - asymerror: {minus: -2.193%, plus: +2.193%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.422%, plus: +1.422%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.062%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.082%, plus: +0.081%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.215%, plus: +0.124%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.379%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.149%, plus: -0.505%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.565%, plus: +0.580%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.142%, plus: +0.142%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.502%, plus: +0.502%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.667%, plus: -0.488%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.189%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.017%, plus: -0.083%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.447%, plus: +2.447%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.135%, plus: +0.082%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.104%, plus: +0.102%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.026%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.028%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.131%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.034%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.109%, plus: +0.213%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.644%, plus: +0.075%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.630%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.683%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.607%, plus: +0.120%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.348%, plus: +0.671%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.538%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.177%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.041%, plus: -0.625%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.330%, plus: +1.518%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.024%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.045%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.731%, plus: +4.731%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.139%, plus: +1.139%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.320%, plus: +0.580%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.085%, plus: +0.086%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.155%, plus: +0.236%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.124%, plus: -0.125%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.007%, plus: -0.060%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.054%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.085%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.280%, plus: +0.622%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.139%, plus: +0.139%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.883481e+00
+  - errors:
+    - {label: stat, symerror: +3.769%}
+    - asymerror: {minus: +3.428%, plus: -3.428%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.593%, plus: -2.593%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.078%, plus: -0.077%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.123%, plus: -0.122%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.215%, plus: -0.136%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.513%, plus: -0.386%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.071%, plus: +0.369%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.475%, plus: -0.489%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.011%, plus: +1.011%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.587%, plus: +0.943%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.410%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.741%, plus: +4.741%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.096%, plus: +0.094%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.395%, plus: +0.097%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.101%, plus: -0.099%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.016%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.067%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.969%, plus: -0.305%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.555%, plus: +1.079%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.993%, plus: -0.685%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.450%, plus: -0.782%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.080%, plus: -1.396%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.104%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.617%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.381%, plus: +1.021%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.471%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.036%, plus: -0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.359%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.066%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.212%, plus: -1.212%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.155%, plus: +1.155%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.756%, plus: -0.497%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.070%, plus: -0.074%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.252%, plus: -0.449%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.158%, plus: +0.159%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.268%, plus: +0.171%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.822%, plus: -0.481%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.045%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.154%, plus: -0.154%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.610208e+00
+  - errors:
+    - {label: stat, symerror: +5.100%}
+    - asymerror: {minus: +2.845%, plus: -2.845%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.209%, plus: -1.209%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.356%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.191%, plus: -0.190%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.081%, plus: +0.081%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.484%, plus: -0.262%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.247%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.468%, plus: +1.377%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.432%, plus: -1.468%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.420%, plus: -0.423%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.383%, plus: +1.383%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.317%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.644%, plus: +0.324%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.256%, plus: -0.050%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.127%, plus: +0.248%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -9.563%, plus: +9.563%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.382%, plus: -0.381%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +1.215%, plus: -0.492%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.241%, plus: -0.234%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.111%, plus: -0.111%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.106%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.335%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.240%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.406%, plus: +0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.287%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.527%, plus: -0.459%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.044%, plus: +0.076%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.898%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.629%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.523%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.642%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +1.247%, plus: -0.274%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +2.317%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.947%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.512%, plus: +0.626%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.734%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.121%, plus: -5.699%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.464%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.501%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +16.737%, plus: -16.737%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.511%, plus: -6.511%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.455%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.218%, plus: -0.213%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.184%, plus: -0.169%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.224%, plus: +0.226%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.433%, plus: -0.056%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.393%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.110%, plus: +0.581%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.648%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.037%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.288%, plus: -0.287%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.346465e-01
+- header: {name: '1/SIG*DSIG/DRPT_E3T1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.971541e+00
+   - value: 1.708432e+00
+   - value: 1.106867e-01
+independent_variables:
+- header: {name: 'RPT_E3T1', units: ''}
+  values:
+  - {high: 0.2, low: 0.0}
+  - {high: 0.35, low: 0.2}
+  - {high: 1.7, low: 0.35}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table101.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table101.yaml
new file mode 100644
index 0000000000..0471a560be
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table101.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.361000e-02}
+  - {value: -6.397000e-03}
+  - {value: -4.269000e-03}
+  - {value: -6.397000e-03}
+  - {value: 1.222000e-02}
+  - {value: -4.101000e-04}
+  - {value: -4.269000e-03}
+  - {value: -4.101000e-04}
+  - {value: 6.780000e-04}
+independent_variables:
+- header: {name: 'RPT_E3T1'}
+  values:
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.35, low: 0.20}
+  - {high: 0.35, low: 0.20}
+  - {high: 0.35, low: 0.20}
+  - {high: 1.70, low: 0.35}
+  - {high: 1.70, low: 0.35}
+  - {high: 1.70, low: 0.35}
+- header: {name: 'RPT_E3T1'}
+  values:
+  - {high: 0.20, low: 0.00}
+  - {high: 0.35, low: 0.20}
+  - {high: 1.70, low: 0.35}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.35, low: 0.20}
+  - {high: 1.70, low: 0.35}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.35, low: 0.20}
+  - {high: 1.70, low: 0.35}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table102.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table102.yaml
new file mode 100644
index 0000000000..11e84eb23a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table102.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'DSIG/DRPT_E3T1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.180%}
+    - asymerror: {minus: -3.953%, plus: +3.953%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.121%, plus: +3.121%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.256%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.367%, plus: +0.367%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.554%, plus: +0.556%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.108%, plus: -0.108%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.638%, plus: +0.652%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.299%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.429%, plus: -1.316%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.818%, plus: -0.812%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.608%, plus: +1.587%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.679%, plus: +0.679%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.232%, plus: +0.019%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.615%, plus: -4.394%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.698%, plus: +0.661%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.873%, plus: +1.873%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.971%, plus: +0.975%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.258%, plus: +0.496%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.728%, plus: +1.743%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.147%, plus: -0.147%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.092%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.016%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.006%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.609%, plus: -0.598%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.167%, plus: +0.251%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.779%, plus: +0.951%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.668%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.669%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.270%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.027%, plus: +0.096%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.592%, plus: +0.320%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.136%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.106%, plus: -0.822%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.761%, plus: -2.238%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.008%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.069%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.239%, plus: -0.241%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.940%, plus: +2.940%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.204%, plus: +12.204%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.787%, plus: +5.467%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.534%, plus: +0.536%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.158%, plus: +2.346%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.499%, plus: -0.499%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.093%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.087%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.430%, plus: -0.387%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.834%, plus: +5.365%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.042%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.491%, plus: +0.492%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.666503e+00
+  - errors:
+    - {label: stat, symerror: +4.195%}
+    - asymerror: {minus: +1.765%, plus: -1.765%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.961%, plus: -0.961%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.258%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.207%, plus: +0.208%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.374%, plus: +0.375%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.210%, plus: +0.390%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.593%, plus: -0.343%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.208%, plus: -0.449%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.872%, plus: -1.865%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.386%, plus: +1.358%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.110%, plus: +1.110%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.095%, plus: +0.104%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.311%, plus: -3.018%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.682%, plus: +0.792%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.504%, plus: +5.504%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.012%, plus: +1.015%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.517%, plus: +0.511%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.526%, plus: +1.539%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.201%, plus: -0.201%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.092%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.409%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.724%, plus: +0.510%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.005%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.944%, plus: -0.402%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.619%, plus: +1.040%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.396%, plus: -0.733%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.026%, plus: -0.807%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.740%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.710%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.601%, plus: -0.040%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.317%, plus: +0.821%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.617%, plus: -3.891%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.042%, plus: -0.069%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.366%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.021%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.038%, plus: -0.442%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.901%, plus: -2.901%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.221%, plus: +12.221%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.759%, plus: +4.336%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.379%, plus: +0.376%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.760%, plus: +1.646%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.216%, plus: -0.216%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.280%, plus: +0.324%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.212%, plus: -0.387%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.782%, plus: +4.211%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.012%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.199%, plus: +0.199%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.306172e-01
+  - errors:
+    - {label: stat, symerror: +5.614%}
+    - asymerror: {minus: +1.172%, plus: -1.172%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.446%, plus: +0.446%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.475%, plus: +0.476%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.264%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.291%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.190%, plus: +0.550%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.842%, plus: -2.832%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.055%, plus: +1.014%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.443%, plus: +1.443%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.214%, plus: -3.614%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.375%, plus: -0.135%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.841%, plus: +0.993%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -10.712%, plus: +10.712%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.538%, plus: +0.536%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +1.091%, plus: -0.081%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.388%, plus: +1.403%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.294%, plus: -0.293%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.164%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.357%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.223%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.068%, plus: -0.319%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.146%, plus: +0.275%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.051%, plus: +0.067%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.873%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.563%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.474%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.212%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.998%, plus: -0.622%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.673%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.107%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.528%, plus: +0.541%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.557%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +4.263%, plus: -9.189%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.007%, plus: +0.458%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.059%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.287%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +18.160%, plus: -18.160%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.717%, plus: +3.717%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.503%, plus: +3.332%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.232%, plus: +0.237%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.113%, plus: +0.113%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.826%, plus: +1.932%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.149%, plus: -0.149%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.421%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.360%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.294%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.846%, plus: +2.989%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.069%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.781872e-02
+- header: {name: 'DSIG/DRPT_E3T1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.622064e+00
+   - value: 9.325750e-01
+   - value: 6.042011e-02
+independent_variables:
+- header: {name: 'RPT_E3T1', units: ''}
+  values:
+  - {high: 0.2, low: 0.0}
+  - {high: 0.35, low: 0.2}
+  - {high: 1.7, low: 0.35}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table103.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table103.yaml
new file mode 100644
index 0000000000..0fcb96e2a6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table103.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.790000e-02}
+  - {value: 3.405000e-02}
+  - {value: 9.218000e-04}
+  - {value: 3.405000e-02}
+  - {value: 2.333000e-02}
+  - {value: 1.079000e-03}
+  - {value: 9.218000e-04}
+  - {value: 1.079000e-03}
+  - {value: 2.760000e-04}
+independent_variables:
+- header: {name: 'RPT_E3T1'}
+  values:
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.35, low: 0.20}
+  - {high: 0.35, low: 0.20}
+  - {high: 0.35, low: 0.20}
+  - {high: 1.70, low: 0.35}
+  - {high: 1.70, low: 0.35}
+  - {high: 1.70, low: 0.35}
+- header: {name: 'RPT_E3T1'}
+  values:
+  - {high: 0.20, low: 0.00}
+  - {high: 0.35, low: 0.20}
+  - {high: 1.70, low: 0.35}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.35, low: 0.20}
+  - {high: 1.70, low: 0.35}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.35, low: 0.20}
+  - {high: 1.70, low: 0.35}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table104.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table104.yaml
new file mode 100644
index 0000000000..399817bd7c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table104.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRPT_TTE1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.813%}
+    - asymerror: {minus: +2.923%, plus: -2.923%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.677%, plus: -4.677%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.022%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.652%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.025%, plus: +1.388%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.496%, plus: -0.503%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.054%, plus: +0.041%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.924%, plus: +0.924%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.061%, plus: +0.114%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.731%, plus: -0.861%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.017%, plus: -0.168%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.316%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.098%, plus: +3.098%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.058%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.027%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.086%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.135%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.003%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.876%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.852%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.198%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.975%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.813%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.487%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +2.237%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +1.238%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.959%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.081%, plus: +1.382%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.415%, plus: -2.497%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.149%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.001%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.853%, plus: -1.853%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.824%, plus: -2.824%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.606%, plus: +1.110%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.023%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.374%, plus: +0.424%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.197%, plus: -0.091%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.000%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.037%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.642%, plus: +0.995%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.035%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.062%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.739397e-02
+  - errors:
+    - {label: stat, symerror: +1.886%}
+    - asymerror: {minus: +0.390%, plus: -0.390%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.697%, plus: -1.697%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.030%, plus: +0.076%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.066%, plus: -0.325%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.137%, plus: -0.139%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.010%, plus: -0.008%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.648%, plus: +0.648%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.011%, plus: -0.029%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.079%, plus: +0.090%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.105%, plus: -0.020%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.707%, plus: +1.707%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.379%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.036%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.016%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.046%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.071%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.254%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.267%, plus: -0.652%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.308%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.637%, plus: -0.095%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.547%, plus: -0.400%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.767%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.342%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.175%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.702%, plus: -0.814%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.020%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.025%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.010%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.019%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.243%, plus: +0.243%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.496%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.239%, plus: +0.176%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.019%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.314%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.044%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.608339e-01
+  - errors:
+    - {label: stat, symerror: +1.365%}
+    - asymerror: {minus: -1.424%, plus: +1.424%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.897%, plus: +2.897%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.063%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.158%, plus: +0.005%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.053%, plus: +0.014%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.038%, plus: +0.039%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.045%, plus: -0.051%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.505%, plus: +0.505%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.605%, plus: +0.472%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.033%, plus: -0.055%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.273%, plus: +1.273%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.264%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.013%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.016%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.059%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.005%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.032%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.037%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.041%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.260%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.062%, plus: -0.103%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.420%, plus: +0.073%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.064%, plus: +0.053%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.570%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.319%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.129%, plus: -0.050%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.079%, plus: -0.269%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.033%, plus: -0.757%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.024%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.225%, plus: -0.225%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.160%, plus: -0.160%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.033%, plus: -0.589%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.071%, plus: -0.304%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.042%, plus: +0.008%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.011%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.023%, plus: -0.442%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.025%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.345141e-01
+  - errors:
+    - {label: stat, symerror: +2.393%}
+    - asymerror: {minus: -0.593%, plus: +0.593%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.349%, plus: -3.349%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.121%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.088%, plus: -0.110%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.336%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.007%, plus: -0.327%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.148%, plus: +0.150%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.863%, plus: +0.863%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.130%, plus: -0.069%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.253%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.152%, plus: +0.159%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.980%, plus: +1.980%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.369%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.030%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.075%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.074%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.152%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.026%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.067%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.102%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.144%, plus: -0.121%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.000%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.288%, plus: -0.019%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.643%, plus: +0.772%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.449%, plus: -0.673%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.723%, plus: +0.033%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.689%, plus: +0.256%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.098%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.409%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.080%, plus: +0.211%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.062%, plus: +2.832%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.099%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.012%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.037%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.275%, plus: +0.275%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.977%, plus: +0.977%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.606%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.022%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.042%, plus: -0.130%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.214%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.059%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.132%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.363%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.053%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.513203e-01
+  - errors:
+    - {label: stat, symerror: +3.262%}
+    - asymerror: {minus: +0.367%, plus: -0.367%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.919%, plus: +0.919%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.113%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.035%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.981%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.551%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.244%, plus: +0.246%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.062%, plus: +0.052%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.191%, plus: +1.191%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.053%, plus: -0.334%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.086%, plus: +0.173%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.480%, plus: +2.480%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.260%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.078%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.029%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.025%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.051%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.383%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.140%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.303%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.840%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.902%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.355%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.412%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.961%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.149%, plus: -1.510%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.795%, plus: +0.290%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.068%, plus: -0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.022%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.103%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.441%, plus: +1.441%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.436%, plus: -1.436%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.777%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.428%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.052%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.054%, plus: -0.293%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.068%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.959%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.050%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.060%, plus: +0.059%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.578232e-01
+  - errors:
+    - {label: stat, symerror: +3.711%}
+    - asymerror: {minus: +1.842%, plus: -1.842%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.780%, plus: +5.780%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.055%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.174%, plus: -0.395%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.181%, plus: -1.678%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.344%, plus: +0.348%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.055%, plus: +0.063%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.460%, plus: +1.460%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.244%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.882%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.447%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.032%, plus: +0.034%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.585%, plus: +2.585%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.050%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.094%, plus: -0.024%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.031%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.180%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.065%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.107%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.059%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.025%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.122%, plus: +0.115%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.048%, plus: -0.056%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.280%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.515%, plus: +0.142%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.869%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.502%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.979%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.397%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.277%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.383%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.323%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.907%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.237%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.014%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.699%, plus: +1.699%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.402%, plus: +4.402%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.440%, plus: +0.106%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.739%, plus: +1.080%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.267%, plus: -0.415%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.101%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.313%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.719424e-02
+  - errors:
+    - {label: stat, symerror: +4.800%}
+    - asymerror: {minus: -0.867%, plus: +0.867%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.382%, plus: +2.382%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.117%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.015%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.081%, plus: +0.221%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.455%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.188%, plus: +1.749%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.415%, plus: +0.420%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.047%, plus: +0.050%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.841%, plus: +1.841%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.378%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.181%, plus: -0.712%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.466%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.603%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.708%, plus: +2.708%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.074%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.199%, plus: -0.053%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.061%, plus: +0.060%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.023%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.048%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.135%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.049%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.924%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.842%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.515%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.812%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.212%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.064%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.727%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +1.339%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.846%, plus: -0.153%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.075%, plus: +0.928%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +6.481%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: +0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.144%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.016%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.110%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.512%, plus: +1.512%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.958%, plus: +1.958%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.037%, plus: +0.220%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.012%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.414%, plus: +0.609%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.373%, plus: +0.291%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.103%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.003%, plus: +1.002%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.140%, plus: +0.139%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.068176e-02
+- header: {name: '1/SIG*DSIG/DRPT_TTE1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.725007e-02
+   - value: 5.850816e-01
+   - value: 5.080264e-01
+   - value: 2.552480e-01
+   - value: 1.640269e-01
+   - value: 9.712776e-02
+   - value: 1.172612e-02
+independent_variables:
+- header: {name: 'RPT_TTE1', units: ''}
+  values:
+  - {high: 2.75, low: 0.0}
+  - {high: 3.1, low: 2.75}
+  - {high: 3.75, low: 3.1}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.0, low: 5.45}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table105.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table105.yaml
new file mode 100644
index 0000000000..0584ce5f49
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table105.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.508000e-06}
+  - {value: 3.816000e-06}
+  - {value: -2.429000e-05}
+  - {value: -8.126000e-06}
+  - {value: 2.016000e-07}
+  - {value: -8.521000e-06}
+  - {value: -5.093000e-07}
+  - {value: 3.816000e-06}
+  - {value: 5.115000e-04}
+  - {value: -2.469000e-04}
+  - {value: 5.450000e-05}
+  - {value: -1.302000e-05}
+  - {value: -7.583000e-05}
+  - {value: -2.736000e-06}
+  - {value: -2.429000e-05}
+  - {value: -2.469000e-04}
+  - {value: 2.842000e-04}
+  - {value: -6.618000e-05}
+  - {value: -1.574000e-05}
+  - {value: 2.446000e-05}
+  - {value: 3.853000e-07}
+  - {value: -8.126000e-06}
+  - {value: 5.450000e-05}
+  - {value: -6.618000e-05}
+  - {value: 1.116000e-04}
+  - {value: -8.748000e-06}
+  - {value: -2.231000e-05}
+  - {value: -8.154000e-07}
+  - {value: 2.016000e-07}
+  - {value: -1.302000e-05}
+  - {value: -1.574000e-05}
+  - {value: -8.748000e-06}
+  - {value: 5.581000e-05}
+  - {value: -6.594000e-06}
+  - {value: -1.257000e-06}
+  - {value: -8.521000e-06}
+  - {value: -7.583000e-05}
+  - {value: 2.446000e-05}
+  - {value: -2.231000e-05}
+  - {value: -6.594000e-06}
+  - {value: 7.711000e-05}
+  - {value: 1.266000e-06}
+  - {value: -5.093000e-07}
+  - {value: -2.736000e-06}
+  - {value: 3.853000e-07}
+  - {value: -8.154000e-07}
+  - {value: -1.257000e-06}
+  - {value: 1.266000e-06}
+  - {value: 6.946000e-07}
+independent_variables:
+- header: {name: 'RPT_TTE1'}
+  values:
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+- header: {name: 'RPT_TTE1'}
+  values:
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table106.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table106.yaml
new file mode 100644
index 0000000000..44f80c5e18
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table106.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: 'DSIG/DRPT_TTE1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.976%}
+    - asymerror: {minus: +0.282%, plus: -0.282%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.577%, plus: -2.577%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.122%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.223%, plus: +0.223%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.469%, plus: +0.471%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.082%, plus: -0.081%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.286%, plus: +0.255%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.533%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.314%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.377%, plus: -1.370%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.308%, plus: +1.271%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.963%, plus: +0.963%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.204%, plus: +0.221%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.754%, plus: -3.872%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.159%, plus: -0.279%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.425%, plus: +0.872%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.347%, plus: +3.347%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.857%, plus: +0.860%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.474%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.715%, plus: +1.730%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.234%, plus: -0.233%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.013%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.124%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.019%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.200%, plus: -0.255%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.060%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.031%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.586%, plus: +0.379%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.298%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.465%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.231%, plus: +0.807%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.007%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.187%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.738%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.470%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.054%, plus: +0.689%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.844%, plus: -3.719%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.152%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.030%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.187%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.385%, plus: -8.385%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.526%, plus: +5.526%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.031%, plus: +4.696%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.350%, plus: +0.351%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.799%, plus: +1.860%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.344%, plus: -0.344%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.265%, plus: -0.137%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.058%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.126%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.371%, plus: +4.821%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.001%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.383%, plus: +0.384%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.872211e-02
+  - errors:
+    - {label: stat, symerror: +2.048%}
+    - asymerror: {minus: -2.321%, plus: +2.321%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.469%, plus: +0.469%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.201%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.309%, plus: +0.309%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.438%, plus: +0.439%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.294%, plus: +0.362%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.425%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.220%, plus: -0.976%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.016%, plus: -1.009%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.244%, plus: +1.220%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.699%, plus: +0.699%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.132%, plus: +0.077%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.301%, plus: -2.944%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.062%, plus: -0.023%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.635%, plus: +0.712%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.878%, plus: +1.878%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.921%, plus: +0.924%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.247%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.736%, plus: +1.752%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.216%, plus: -0.216%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.116%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.081%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.113%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.430%, plus: -0.231%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.158%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.320%, plus: +0.532%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.528%, plus: +0.208%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.008%, plus: -1.033%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.888%, plus: +0.156%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.104%, plus: -0.939%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.685%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.037%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.668%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.552%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.049%, plus: -0.610%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.132%, plus: -2.057%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.020%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.022%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.022%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.204%, plus: -0.234%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.688%, plus: -6.688%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.857%, plus: +8.857%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.407%, plus: +3.641%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.332%, plus: +0.332%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.074%, plus: +0.074%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.942%, plus: +1.490%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.403%, plus: -0.403%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.171%, plus: +0.130%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.006%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.181%, plus: -0.168%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.451%, plus: +3.885%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.062%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.401%, plus: +0.402%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.049888e+00
+  - errors:
+    - {label: stat, symerror: +1.542%}
+    - asymerror: {minus: -4.184%, plus: +4.184%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.164%, plus: +5.164%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.207%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.324%, plus: +0.325%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.448%, plus: +0.449%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.108%, plus: -0.108%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.290%, plus: +0.256%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.447%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.025%, plus: -1.046%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.839%, plus: -0.833%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.210%, plus: +1.178%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.569%, plus: +0.569%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.110%, plus: +0.200%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.379%, plus: -2.579%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.175%, plus: -0.167%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.747%, plus: +0.600%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.379%, plus: +1.379%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.927%, plus: +0.931%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.395%, plus: +0.173%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.770%, plus: +1.786%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.212%, plus: -0.212%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.067%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.113%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.126%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.011%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.367%, plus: -0.444%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.125%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.466%, plus: +0.463%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.832%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.486%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.346%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.009%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.505%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.989%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.811%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.156%, plus: -0.534%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.106%, plus: -0.951%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.460%, plus: -2.001%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.026%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.055%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.204%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.866%, plus: -6.866%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.419%, plus: +8.419%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.414%, plus: +2.937%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.374%, plus: +0.375%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.360%, plus: +1.122%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.433%, plus: -0.432%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.026%, plus: -0.038%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.069%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.105%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.731%, plus: +3.329%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.059%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.436%, plus: +0.437%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.000617e+00
+  - errors:
+    - {label: stat, symerror: +2.507%}
+    - asymerror: {minus: -3.330%, plus: +3.330%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.219%, plus: -1.219%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.023%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.287%, plus: +0.287%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.451%, plus: +0.452%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.175%, plus: +0.175%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.256%, plus: +0.235%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.085%, plus: -1.384%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.728%, plus: -0.723%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.252%, plus: +1.249%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.908%, plus: +0.908%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.013%, plus: +0.037%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.155%, plus: -2.903%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.395%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.890%, plus: +0.892%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.019%, plus: +2.019%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.936%, plus: +0.940%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.498%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.801%, plus: +1.817%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.210%, plus: -0.210%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.023%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.086%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.032%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.268%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.281%, plus: +0.331%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.287%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.900%, plus: +0.386%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.823%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.544%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.127%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.529%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.529%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.474%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.639%, plus: +1.543%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.096%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.019%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.148%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.398%, plus: -6.398%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.654%, plus: +9.654%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.861%, plus: +4.085%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.394%, plus: +0.393%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.389%, plus: +1.298%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.453%, plus: -0.452%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.282%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.001%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.294%, plus: -0.180%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.404%, plus: +4.081%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.019%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.469%, plus: +0.470%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.704748e-01
+  - errors:
+    - {label: stat, symerror: +3.340%}
+    - asymerror: {minus: -2.344%, plus: +2.344%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.142%, plus: +3.142%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.290%, plus: +0.290%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.504%, plus: +0.506%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.149%, plus: -0.149%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.146%, plus: +0.367%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.268%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.594%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.632%, plus: -0.628%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.316%, plus: +1.282%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.224%, plus: +1.224%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.681%, plus: -3.078%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.223%, plus: +0.460%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.473%, plus: +2.473%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.955%, plus: +0.959%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.332%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.848%, plus: +1.865%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.210%, plus: -0.210%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.083%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.063%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.096%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.310%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.036%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.316%, plus: +0.478%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.949%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.519%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.221%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.659%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.438%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.731%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.900%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.175%, plus: -2.183%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.967%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.068%, plus: -0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.019%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.082%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.310%, plus: -5.310%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.034%, plus: +7.034%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.518%, plus: +2.742%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.452%, plus: +0.454%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.703%, plus: +0.997%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.481%, plus: -0.480%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.122%, plus: -0.339%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.126%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.303%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.053%, plus: +2.793%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.084%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.504%, plus: +0.505%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.954470e-01
+  - errors:
+    - {label: stat, symerror: +3.769%}
+    - asymerror: {minus: -0.829%, plus: +0.829%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.111%, plus: +8.111%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.199%, plus: +0.284%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.231%, plus: +0.232%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.508%, plus: +0.509%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.170%, plus: -0.169%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.296%, plus: +0.266%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.259%, plus: -2.720%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.530%, plus: -0.526%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.309%, plus: +1.292%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.491%, plus: +1.491%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.387%, plus: +0.081%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.983%, plus: -3.892%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.306%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.771%, plus: +0.766%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.526%, plus: +2.526%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.863%, plus: +0.867%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.038%, plus: +0.156%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.801%, plus: +1.817%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.203%, plus: -0.203%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.277%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.132%, plus: +0.277%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.101%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.394%, plus: -0.345%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.112%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.547%, plus: +0.568%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.042%, plus: -0.058%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.679%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.771%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.791%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.855%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.514%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.796%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.618%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.876%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.523%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.584%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.469%, plus: -1.020%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.017%, plus: +0.214%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.165%, plus: -0.344%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.069%, plus: -5.069%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -13.374%, plus: +13.374%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.871%, plus: +3.656%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.384%, plus: +0.386%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.106%, plus: +0.106%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.158%, plus: +2.526%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.494%, plus: -0.493%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.335%, plus: -0.461%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.159%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.054%, plus: +3.638%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.540%, plus: +0.542%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.819489e-01
+  - errors:
+    - {label: stat, symerror: +4.855%}
+    - asymerror: {minus: -3.612%, plus: +3.612%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.638%, plus: +4.638%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.028%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.276%, plus: +0.277%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.463%, plus: +0.465%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.150%, plus: -0.150%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.344%, plus: +0.507%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.164%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.110%, plus: +0.671%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.458%, plus: -0.455%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.301%, plus: +1.280%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.873%, plus: +1.873%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.521%, plus: +0.099%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.218%, plus: -3.727%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.085%, plus: -0.578%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.616%, plus: +1.340%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.601%, plus: +2.601%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.840%, plus: +0.843%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.831%, plus: +1.849%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.201%, plus: -0.201%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.077%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.049%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.057%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.128%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.249%, plus: -0.374%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.681%, plus: +0.447%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.056%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.346%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.582%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.571%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.021%, plus: +0.112%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.299%, plus: +0.664%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.496%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.661%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.838%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.874%, plus: -0.637%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.048%, plus: +0.239%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +5.147%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.048%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.295%, plus: -0.192%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.245%, plus: -5.245%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.720%, plus: +10.720%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.482%, plus: +3.775%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.385%, plus: +0.386%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.168%, plus: +0.168%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.839%, plus: +2.048%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.499%, plus: -0.498%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.306%, plus: +0.245%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.160%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.756%, plus: +4.828%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.075%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.584%, plus: +0.586%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.999640e-02
+- header: {name: 'DSIG/DRPT_TTE1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.472376e-02
+   - value: 1.049105e+00
+   - value: 9.109383e-01
+   - value: 4.576833e-01
+   - value: 2.941154e-01
+   - value: 1.741591e-01
+   - value: 2.102602e-02
+independent_variables:
+- header: {name: 'RPT_TTE1', units: ''}
+  values:
+  - {high: 2.75, low: 0.0}
+  - {high: 3.1, low: 2.75}
+  - {high: 3.75, low: 3.1}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.0, low: 5.45}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table107.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table107.yaml
new file mode 100644
index 0000000000..23da2c6765
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table107.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.509000e-04}
+  - {value: 1.477000e-03}
+  - {value: 1.411000e-03}
+  - {value: 6.655000e-04}
+  - {value: 3.628000e-04}
+  - {value: 3.047000e-04}
+  - {value: 3.241000e-05}
+  - {value: 1.477000e-03}
+  - {value: 1.971000e-02}
+  - {value: 1.747000e-02}
+  - {value: 8.671000e-03}
+  - {value: 4.424000e-03}
+  - {value: 3.802000e-03}
+  - {value: 4.069000e-04}
+  - {value: 1.411000e-03}
+  - {value: 1.747000e-02}
+  - {value: 1.945000e-02}
+  - {value: 8.381000e-03}
+  - {value: 4.531000e-03}
+  - {value: 4.124000e-03}
+  - {value: 4.186000e-04}
+  - {value: 6.655000e-04}
+  - {value: 8.671000e-03}
+  - {value: 8.381000e-03}
+  - {value: 4.377000e-03}
+  - {value: 2.090000e-03}
+  - {value: 1.817000e-03}
+  - {value: 1.921000e-04}
+  - {value: 3.628000e-04}
+  - {value: 4.424000e-03}
+  - {value: 4.531000e-03}
+  - {value: 2.090000e-03}
+  - {value: 1.287000e-03}
+  - {value: 1.012000e-03}
+  - {value: 1.011000e-04}
+  - {value: 3.047000e-04}
+  - {value: 3.802000e-03}
+  - {value: 4.124000e-03}
+  - {value: 1.817000e-03}
+  - {value: 1.012000e-03}
+  - {value: 1.117000e-03}
+  - {value: 9.375000e-05}
+  - {value: 3.241000e-05}
+  - {value: 4.069000e-04}
+  - {value: 4.186000e-04}
+  - {value: 1.921000e-04}
+  - {value: 1.011000e-04}
+  - {value: 9.375000e-05}
+  - {value: 1.168000e-05}
+independent_variables:
+- header: {name: 'RPT_TTE1'}
+  values:
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+  - {high: 9.00, low: 5.45}
+- header: {name: 'RPT_TTE1'}
+  values:
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
+  - {high: 2.75, low: 0.00}
+  - {high: 3.10, low: 2.75}
+  - {high: 3.75, low: 3.10}
+  - {high: 4.35, low: 3.75}
+  - {high: 4.85, low: 4.35}
+  - {high: 5.45, low: 4.85}
+  - {high: 9.00, low: 5.45}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table108.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table108.yaml
new file mode 100644
index 0000000000..a6ee47287b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table108.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRPT_E1J1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.449%}
+    - asymerror: {minus: -1.677%, plus: +1.677%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.203%, plus: +0.203%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.019%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.222%, plus: +0.222%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.113%, plus: -0.056%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.082%, plus: -0.477%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.686%, plus: +0.695%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.092%, plus: -0.065%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.947%, plus: +0.947%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.027%, plus: -0.168%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.364%, plus: +0.150%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.026%, plus: -0.076%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.082%, plus: +0.139%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.008%, plus: +1.008%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.238%, plus: -0.235%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.042%, plus: -0.140%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.012%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.085%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.164%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.090%, plus: -0.135%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.593%, plus: +0.071%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.153%, plus: -0.430%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.997%, plus: +0.030%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.898%, plus: +0.108%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.116%, plus: +0.350%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.462%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.394%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.255%, plus: -0.604%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.373%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.059%, plus: +1.218%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.037%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.335%, plus: +0.280%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.102%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.023%, plus: +6.023%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.135%, plus: -0.274%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.092%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.323%, plus: -0.324%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.220%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.267%, plus: +0.266%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.648991e-01
+  - errors:
+    - {label: stat, symerror: +2.293%}
+    - asymerror: {minus: +0.633%, plus: -0.633%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.064%, plus: +1.064%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.008%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.004%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.014%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.247%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.716%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.392%, plus: +0.398%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.843%, plus: +0.843%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.287%, plus: +0.064%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.323%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.049%, plus: +0.067%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.306%, plus: +1.306%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.038%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.338%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.021%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.063%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.024%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.001%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.417%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.689%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.526%, plus: +0.293%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.066%, plus: +0.039%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.446%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.520%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.319%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.555%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.290%, plus: +3.507%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.031%, plus: -0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.022%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.010%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.219%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.213%, plus: +3.213%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.421%, plus: +0.421%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.134%, plus: -0.221%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.172%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.087%, plus: -0.133%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.078%, plus: -0.437%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.058%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.163%, plus: +0.163%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.281663e-01
+  - errors:
+    - {label: stat, symerror: +2.139%}
+    - asymerror: {minus: -1.259%, plus: +1.259%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.974%, plus: +3.974%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.026%, plus: -0.112%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.179%, plus: +0.182%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.083%, plus: +0.082%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.792%, plus: +0.792%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.035%, plus: +0.174%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.629%, plus: +1.629%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.096%, plus: +0.095%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.040%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.018%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.008%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.019%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.080%, plus: -0.040%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.016%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.019%, plus: -0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.095%, plus: +0.108%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.184%, plus: -0.192%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.153%, plus: +0.147%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.592%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.483%, plus: +0.441%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.280%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.070%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.401%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.079%, plus: -0.376%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.471%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.043%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.051%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.097%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.734%, plus: +1.734%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.384%, plus: +0.384%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.019%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.074%, plus: -0.046%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.071%, plus: -0.061%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.050%, plus: +0.049%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.010650e+00
+  - errors:
+    - {label: stat, symerror: +2.197%}
+    - asymerror: {minus: -0.555%, plus: +0.555%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.751%, plus: +1.751%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.136%, plus: +0.138%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.007%, plus: -0.121%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.084%, plus: +0.062%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.803%, plus: +0.803%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.320%, plus: -0.039%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.998%, plus: +1.998%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.282%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.035%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.023%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.094%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.042%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.045%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.080%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.007%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.045%, plus: +0.057%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.251%, plus: +0.194%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.181%, plus: -0.150%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.459%, plus: +0.204%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.194%, plus: -0.179%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.850%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.747%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.592%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.214%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.370%, plus: -0.392%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.074%, plus: -0.121%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.364%, plus: -0.615%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.116%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.016%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.487%, plus: -0.487%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.374%, plus: +0.374%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.390%, plus: +0.205%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.029%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.189%, plus: +0.389%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.127%, plus: +0.609%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.110%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.286008e-01
+  - errors:
+    - {label: stat, symerror: +1.107%}
+    - asymerror: {minus: +1.002%, plus: -1.002%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.774%, plus: -2.774%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.018%, plus: -0.017%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.077%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.293%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.523%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.433%, plus: -0.440%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.033%, plus: -0.042%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.407%, plus: +0.407%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.049%, plus: -0.079%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.151%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.307%, plus: +1.307%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.009%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.035%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.012%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.052%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.492%, plus: -0.089%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.316%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.563%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.410%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.862%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.327%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.109%, plus: +0.310%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.020%, plus: +0.533%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.047%, plus: -1.320%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.627%, plus: -3.627%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.467%, plus: -0.467%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.033%, plus: +0.167%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.125%, plus: +0.126%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.039%, plus: -0.137%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.003%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.034%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.153%, plus: -0.152%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.735951e+00
+- header: {name: '1/SIG*DSIG/DRPT_E1J1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.143155e-01
+   - value: 1.043191e+00
+   - value: 1.040983e+00
+   - value: 8.285084e-01
+   - value: 1.589510e+00
+independent_variables:
+- header: {name: 'RPT_E1J1', units: ''}
+  values:
+  - {high: 0.3, low: 0.0}
+  - {high: 0.45, low: 0.3}
+  - {high: 0.6, low: 0.45}
+  - {high: 0.8, low: 0.6}
+  - {high: 1.05, low: 0.8}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table109.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table109.yaml
new file mode 100644
index 0000000000..4568c3bbf0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table109.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.438000e-04}
+  - {value: 5.071000e-04}
+  - {value: 3.811000e-04}
+  - {value: -7.539000e-05}
+  - {value: -1.245000e-03}
+  - {value: 5.071000e-04}
+  - {value: 1.668000e-03}
+  - {value: 5.651000e-04}
+  - {value: -2.458000e-04}
+  - {value: -1.752000e-03}
+  - {value: 3.811000e-04}
+  - {value: 5.651000e-04}
+  - {value: 2.574000e-03}
+  - {value: 3.773000e-04}
+  - {value: -2.643000e-03}
+  - {value: -7.539000e-05}
+  - {value: -2.458000e-04}
+  - {value: 3.773000e-04}
+  - {value: 8.539000e-04}
+  - {value: -6.716000e-04}
+  - {value: -1.245000e-03}
+  - {value: -1.752000e-03}
+  - {value: -2.643000e-03}
+  - {value: -6.716000e-04}
+  - {value: 4.668000e-03}
+independent_variables:
+- header: {name: 'RPT_E1J1'}
+  values:
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 0.80, low: 0.60}
+  - {high: 0.80, low: 0.60}
+  - {high: 0.80, low: 0.60}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
+  - {high: 1.05, low: 0.80}
+  - {high: 1.05, low: 0.80}
+  - {high: 1.05, low: 0.80}
+  - {high: 1.05, low: 0.80}
+- header: {name: 'RPT_E1J1'}
+  values:
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table11.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table11.yaml
new file mode 100644
index 0000000000..04de3b51b9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table11.yaml
@@ -0,0 +1,253 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.489000e-08}
+  - {value: 7.991000e-08}
+  - {value: 7.552000e-08}
+  - {value: 6.379000e-08}
+  - {value: 4.932000e-08}
+  - {value: 3.449000e-08}
+  - {value: 3.282000e-08}
+  - {value: 8.743000e-09}
+  - {value: 8.241000e-10}
+  - {value: 7.991000e-08}
+  - {value: 3.165000e-07}
+  - {value: 2.912000e-07}
+  - {value: 2.337000e-07}
+  - {value: 1.743000e-07}
+  - {value: 1.197000e-07}
+  - {value: 1.082000e-07}
+  - {value: 3.242000e-08}
+  - {value: 2.983000e-09}
+  - {value: 7.552000e-08}
+  - {value: 2.912000e-07}
+  - {value: 3.277000e-07}
+  - {value: 2.521000e-07}
+  - {value: 1.846000e-07}
+  - {value: 1.277000e-07}
+  - {value: 1.168000e-07}
+  - {value: 3.468000e-08}
+  - {value: 3.099000e-09}
+  - {value: 6.379000e-08}
+  - {value: 2.337000e-07}
+  - {value: 2.521000e-07}
+  - {value: 2.183000e-07}
+  - {value: 1.549000e-07}
+  - {value: 1.043000e-07}
+  - {value: 9.714000e-08}
+  - {value: 2.870000e-08}
+  - {value: 2.499000e-09}
+  - {value: 4.932000e-08}
+  - {value: 1.743000e-07}
+  - {value: 1.846000e-07}
+  - {value: 1.549000e-07}
+  - {value: 1.233000e-07}
+  - {value: 8.075000e-08}
+  - {value: 7.280000e-08}
+  - {value: 2.219000e-08}
+  - {value: 1.834000e-09}
+  - {value: 3.449000e-08}
+  - {value: 1.197000e-07}
+  - {value: 1.277000e-07}
+  - {value: 1.043000e-07}
+  - {value: 8.075000e-08}
+  - {value: 5.954000e-08}
+  - {value: 5.079000e-08}
+  - {value: 1.513000e-08}
+  - {value: 1.268000e-09}
+  - {value: 3.282000e-08}
+  - {value: 1.082000e-07}
+  - {value: 1.168000e-07}
+  - {value: 9.714000e-08}
+  - {value: 7.280000e-08}
+  - {value: 5.079000e-08}
+  - {value: 5.124000e-08}
+  - {value: 1.326000e-08}
+  - {value: 1.157000e-09}
+  - {value: 8.743000e-09}
+  - {value: 3.242000e-08}
+  - {value: 3.468000e-08}
+  - {value: 2.870000e-08}
+  - {value: 2.219000e-08}
+  - {value: 1.513000e-08}
+  - {value: 1.326000e-08}
+  - {value: 5.185000e-09}
+  - {value: 3.210000e-10}
+  - {value: 8.241000e-10}
+  - {value: 2.983000e-09}
+  - {value: 3.099000e-09}
+  - {value: 2.499000e-09}
+  - {value: 1.834000e-09}
+  - {value: 1.268000e-09}
+  - {value: 1.157000e-09}
+  - {value: 3.210000e-10}
+  - {value: 3.702000e-11}
+independent_variables:
+- header: {name: 'TT_M', units: 'GeV' }
+  values:
+  - {high: 539.00, low: 325.00}
+  - {high: 539.00, low: 325.00}
+  - {high: 539.00, low: 325.00}
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+  - {high: 699.50, low: 619.25}
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+  - {high: 860.00, low: 779.75}
+  - {high: 860.00, low: 779.75}
+  - {high: 860.00, low: 779.75}
+  - {high: 860.00, low: 779.75}
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+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
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+  - {high: 940.25, low: 860.00}
+  - {high: 940.25, low: 860.00}
+  - {high: 940.25, low: 860.00}
+  - {high: 940.25, low: 860.00}
+  - {high: 940.25, low: 860.00}
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+  - {high: 1047.25, low: 940.25}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 1288.00, low: 1047.25}
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+  - {high: 1288.00, low: 1047.25}
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+  - {high: 1288.00, low: 1047.25}
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+  - {high: 3000.00, low: 1288.00}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 3000.00, low: 1288.00}
+- header: {name: 'TT_M', units: 'GeV' }
+  values:
+  - {high: 539.00, low: 325.00}
+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
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+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 539.00, low: 325.00}
+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
+  - {high: 860.00, low: 779.75}
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+  - {high: 3000.00, low: 1288.00}
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+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 539.00, low: 325.00}
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+  - {high: 3000.00, low: 1288.00}
+  - {high: 539.00, low: 325.00}
+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 539.00, low: 325.00}
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+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 539.00, low: 325.00}
+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 539.00, low: 325.00}
+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 3000.00, low: 1288.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table110.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table110.yaml
new file mode 100644
index 0000000000..b7b2537844
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table110.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: 'DSIG/DRPT_E1J1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.494%}
+    - asymerror: {minus: -4.434%, plus: +4.434%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.136%, plus: +2.136%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.136%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.503%, plus: +0.504%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.576%, plus: +0.578%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.154%, plus: -0.154%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.158%, plus: +0.238%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.614%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.172%, plus: -1.530%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.220%, plus: -0.217%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.149%, plus: +1.148%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.989%, plus: +0.989%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.616%, plus: -2.879%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.171%, plus: -0.188%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.814%, plus: +0.862%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.489%, plus: +0.489%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.654%, plus: +0.656%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.080%, plus: +0.049%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.746%, plus: +1.761%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.133%, plus: -0.132%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.078%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.013%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.078%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.178%, plus: -0.244%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.213%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.350%, plus: +0.323%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.175%, plus: +0.016%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.817%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.897%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.720%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.542%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.826%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.724%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.711%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.278%, plus: -1.088%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.032%, plus: -1.073%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.409%, plus: -0.079%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.036%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.347%, plus: +0.311%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.037%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.298%, plus: -0.342%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.329%, plus: -0.329%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.494%, plus: +8.494%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.336%, plus: +3.264%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.413%, plus: +0.414%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.353%, plus: +1.413%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.764%, plus: -0.761%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.158%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.033%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.184%, plus: +3.773%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.059%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.714%, plus: +0.716%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.723998e-01
+  - errors:
+    - {label: stat, symerror: +2.380%}
+    - asymerror: {minus: -2.060%, plus: +2.060%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.015%, plus: +3.015%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.147%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.277%, plus: +0.277%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.477%, plus: +0.478%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.165%, plus: -0.164%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.432%, plus: +0.178%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.530%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.023%, plus: -1.766%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.516%, plus: -0.511%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.227%, plus: +1.223%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.895%, plus: +0.895%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.428%, plus: +0.057%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.695%, plus: -2.963%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.012%, plus: -0.435%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.781%, plus: +0.790%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.072%, plus: +1.072%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.928%, plus: +0.933%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.778%, plus: +1.794%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.019%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.056%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.027%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.320%, plus: -0.462%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.087%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.588%, plus: +0.410%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.939%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.910%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.351%, plus: +0.142%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.493%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.835%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.036%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.779%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.180%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.030%, plus: -0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.010%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.971%, plus: -2.971%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.971%, plus: +8.971%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.337%, plus: +3.319%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.309%, plus: +0.310%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.474%, plus: +1.064%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.559%, plus: -0.557%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.095%, plus: -0.226%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.014%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.252%, plus: -0.258%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.697%, plus: +3.334%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.021%, plus: -0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.611%, plus: +0.613%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.710333e+00
+  - errors:
+    - {label: stat, symerror: +2.242%}
+    - asymerror: {minus: -4.004%, plus: +4.004%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.981%, plus: +5.981%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.178%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.220%, plus: +0.220%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.458%, plus: +0.459%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.158%, plus: -0.158%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.245%, plus: +0.182%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.372%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.162%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.731%, plus: -0.724%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.322%, plus: +1.297%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.847%, plus: +0.847%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.046%, plus: +0.271%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.107%, plus: -2.968%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.166%, plus: -0.015%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.767%, plus: +0.898%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.541%, plus: +1.541%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.985%, plus: +0.990%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.173%, plus: +0.169%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.797%, plus: +1.813%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.184%, plus: -0.183%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.123%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.092%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.053%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.324%, plus: -0.241%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.113%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.360%, plus: +0.418%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.009%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.021%, plus: -0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.680%, plus: +0.053%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.061%, plus: +0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.836%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.908%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.194%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.089%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.024%, plus: -0.088%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.112%, plus: -1.076%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.299%, plus: -1.747%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.044%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.038%, plus: -0.163%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.080%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.098%, plus: -0.133%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.361%, plus: -4.361%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.930%, plus: +8.930%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.447%, plus: +3.613%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.342%, plus: +0.342%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.371%, plus: +1.386%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.435%, plus: -0.435%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.148%, plus: -0.115%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.220%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.472%, plus: +3.868%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.049%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.497%, plus: +0.499%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.862325e+00
+  - errors:
+    - {label: stat, symerror: +2.318%}
+    - asymerror: {minus: -3.281%, plus: +3.281%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.715%, plus: +3.715%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.153%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.219%, plus: +0.219%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.441%, plus: +0.443%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.215%, plus: +0.366%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.418%, plus: +0.030%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.098%, plus: -1.178%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.925%, plus: -0.918%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.324%, plus: +1.277%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.852%, plus: +0.852%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.062%, plus: +0.115%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.321%, plus: -3.062%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.161%, plus: -0.059%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.953%, plus: +0.377%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.062%, plus: +2.062%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.920%, plus: +0.924%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.404%, plus: +0.160%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.792%, plus: +1.808%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.239%, plus: -0.239%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.080%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.192%, plus: -0.230%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.112%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.043%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.423%, plus: -0.341%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.094%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.483%, plus: +0.516%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.835%, plus: +0.139%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.538%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.364%, plus: +0.056%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.637%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.377%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.129%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.940%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.732%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.393%, plus: -0.877%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.106%, plus: -0.823%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.833%, plus: -1.889%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.050%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.365%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.449%, plus: -6.449%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.919%, plus: +8.919%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.843%, plus: +3.760%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.342%, plus: +0.343%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.472%, plus: +1.433%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.389%, plus: -0.388%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.112%, plus: +0.334%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.066%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.204%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.893%, plus: +4.420%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.147%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.412%, plus: +0.413%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.526864e+00
+  - errors:
+    - {label: stat, symerror: +1.445%}
+    - asymerror: {minus: -1.682%, plus: +1.682%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.898%, plus: -0.898%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.155%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.264%, plus: +0.265%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.432%, plus: +0.433%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.277%, plus: +0.371%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.010%, plus: -0.032%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.157%, plus: -0.541%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.349%, plus: -1.342%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.207%, plus: +1.172%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.473%, plus: +0.473%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.121%, plus: +0.106%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.042%, plus: -3.101%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.173%, plus: -0.021%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.582%, plus: +0.727%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.886%, plus: +1.886%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.899%, plus: +0.902%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.387%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.723%, plus: +1.739%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.273%, plus: -0.273%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.030%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.104%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.083%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.378%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.036%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.421%, plus: +0.512%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.423%, plus: +0.007%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.476%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.559%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.194%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.012%, plus: -0.173%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.515%, plus: -2.585%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.011%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.217%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.401%, plus: -9.401%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.007%, plus: +8.007%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.409%, plus: +3.613%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.378%, plus: +0.379%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.477%, plus: +1.602%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.314%, plus: -0.313%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.116%, plus: -0.192%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.126%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.162%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.739%, plus: +3.675%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.003%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.296%, plus: +0.296%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.198838e+00
+- header: {name: 'DSIG/DRPT_E1J1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.429118e-01
+   - value: 1.870552e+00
+   - value: 1.866593e+00
+   - value: 1.485604e+00
+   - value: 2.850162e+00
+independent_variables:
+- header: {name: 'RPT_E1J1', units: ''}
+  values:
+  - {high: 0.3, low: 0.0}
+  - {high: 0.45, low: 0.3}
+  - {high: 0.6, low: 0.45}
+  - {high: 0.8, low: 0.6}
+  - {high: 1.05, low: 0.8}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table111.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table111.yaml
new file mode 100644
index 0000000000..728ca1527e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table111.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.633000e-03}
+  - {value: 1.531000e-02}
+  - {value: 1.854000e-02}
+  - {value: 1.477000e-02}
+  - {value: 2.588000e-02}
+  - {value: 1.531000e-02}
+  - {value: 4.547000e-02}
+  - {value: 5.156000e-02}
+  - {value: 4.202000e-02}
+  - {value: 8.021000e-02}
+  - {value: 1.854000e-02}
+  - {value: 5.156000e-02}
+  - {value: 6.948000e-02}
+  - {value: 5.354000e-02}
+  - {value: 9.686000e-02}
+  - {value: 1.477000e-02}
+  - {value: 4.202000e-02}
+  - {value: 5.354000e-02}
+  - {value: 4.753000e-02}
+  - {value: 8.798000e-02}
+  - {value: 2.588000e-02}
+  - {value: 8.021000e-02}
+  - {value: 9.686000e-02}
+  - {value: 8.798000e-02}
+  - {value: 1.965000e-01}
+independent_variables:
+- header: {name: 'RPT_E1J1'}
+  values:
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 0.80, low: 0.60}
+  - {high: 0.80, low: 0.60}
+  - {high: 0.80, low: 0.60}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
+  - {high: 1.05, low: 0.80}
+  - {high: 1.05, low: 0.80}
+  - {high: 1.05, low: 0.80}
+  - {high: 1.05, low: 0.80}
+- header: {name: 'RPT_E1J1'}
+  values:
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.45, low: 0.30}
+  - {high: 0.60, low: 0.45}
+  - {high: 0.80, low: 0.60}
+  - {high: 1.05, low: 0.80}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table112.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table112.yaml
new file mode 100644
index 0000000000..155c98142b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table112.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRPT_E2J1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.882%}
+    - asymerror: {minus: -1.649%, plus: +1.649%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.142%, plus: +1.142%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.086%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.136%, plus: +0.135%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.083%, plus: +0.082%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.041%, plus: -0.102%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.147%, plus: -0.333%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.137%, plus: -0.608%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.646%, plus: +0.659%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.043%, plus: +0.051%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.631%, plus: +0.631%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.105%, plus: -0.041%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.373%, plus: +0.575%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.228%, plus: -0.227%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.098%, plus: +0.228%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.594%, plus: +1.594%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.020%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.220%, plus: -0.008%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.082%, plus: +0.080%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.054%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.082%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.070%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.041%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.047%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.009%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.175%, plus: -0.057%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.479%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.395%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.633%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.627%, plus: +0.366%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.176%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.900%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.264%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.377%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.629%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.102%, plus: +1.095%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.012%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.084%, plus: +0.211%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.050%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.773%, plus: +1.773%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.574%, plus: +0.574%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.226%, plus: -0.002%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.125%, plus: +0.125%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.224%, plus: -0.225%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.029%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.121%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.042%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.183%, plus: +0.182%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.144849e+00
+  - errors:
+    - {label: stat, symerror: +2.420%}
+    - asymerror: {minus: -1.272%, plus: +1.272%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.340%, plus: +3.340%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.032%, plus: +0.124%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.539%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.204%, plus: +0.892%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.125%, plus: +0.128%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.055%, plus: +0.052%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.762%, plus: +0.762%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.155%, plus: +0.014%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.650%, plus: -0.363%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.017%, plus: +0.215%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.150%, plus: -0.099%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.307%, plus: +2.307%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.113%, plus: +0.112%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.421%, plus: +0.077%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.047%, plus: +0.046%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.048%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.243%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.065%, plus: +0.293%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.045%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.012%, plus: -0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.308%, plus: -0.051%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.051%, plus: +0.400%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.949%, plus: -0.309%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.646%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.827%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.959%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.363%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.437%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.568%, plus: +1.311%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.046%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.736%, plus: +0.736%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.371%, plus: -0.371%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.080%, plus: +0.585%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.024%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.078%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.195%, plus: +0.605%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.780667e+00
+  - errors:
+    - {label: stat, symerror: +2.671%}
+    - asymerror: {minus: +1.497%, plus: -1.497%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.065%, plus: -1.065%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.124%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.029%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.175%, plus: +0.134%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.983%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.150%, plus: +0.015%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.272%, plus: -0.277%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.009%, plus: -0.019%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.810%, plus: +0.810%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.184%, plus: +0.018%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.914%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.203%, plus: -0.030%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.098%, plus: +0.032%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.103%, plus: +3.103%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.119%, plus: +0.032%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.042%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.067%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.102%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.013%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.007%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.122%, plus: -0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.060%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.242%, plus: +0.214%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.423%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.249%, plus: +0.217%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.854%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.700%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.190%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.276%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.351%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.006%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.096%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.389%, plus: -1.389%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.183%, plus: +2.183%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.554%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.117%, plus: +0.117%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.190%, plus: +0.021%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.031%, plus: -0.119%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.045%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.001%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.407540e+00
+  - errors:
+    - {label: stat, symerror: +2.936%}
+    - asymerror: {minus: +0.395%, plus: -0.395%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.184%, plus: -2.184%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.179%, plus: -0.638%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.051%, plus: -0.715%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.519%, plus: -0.529%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.051%, plus: -0.058%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.930%, plus: +0.930%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.326%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.060%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.266%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.535%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.017%, plus: +4.017%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.042%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.458%, plus: -0.566%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.069%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.093%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.085%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.288%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.033%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.240%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.521%, plus: -0.798%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.534%, plus: +0.250%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.956%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.564%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.264%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.479%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.147%, plus: -0.501%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.098%, plus: +0.127%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.520%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.086%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.109%, plus: -1.109%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.337%, plus: +0.337%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.875%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.110%, plus: -0.108%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.832%, plus: +0.133%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.145%, plus: +0.146%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.073%, plus: -0.132%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.043%, plus: -0.202%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.811%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.096%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.098854e+00
+  - errors:
+    - {label: stat, symerror: +3.524%}
+    - asymerror: {minus: +2.817%, plus: -2.817%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.211%, plus: -5.211%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.163%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.113%, plus: -0.112%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.070%, plus: -0.069%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.069%, plus: +0.070%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.855%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.091%, plus: +0.059%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.693%, plus: -0.708%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.072%, plus: -0.055%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.101%, plus: +1.101%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.152%, plus: +0.995%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.470%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.042%, plus: +0.306%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.368%, plus: +5.368%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.116%, plus: -0.116%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.098%, plus: -0.095%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.030%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.067%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.268%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.041%, plus: -0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.023%, plus: +0.033%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.436%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.863%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.742%, plus: +0.718%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.919%, plus: -0.278%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.418%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.535%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.609%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.089%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.344%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.935%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.037%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.376%, plus: -2.376%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.398%, plus: -3.398%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.046%, plus: +0.047%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.130%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.160%, plus: +0.161%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.029%, plus: -0.227%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.236%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.199%, plus: -0.198%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.526312e-01
+  - errors:
+    - {label: stat, symerror: +4.975%}
+    - asymerror: {minus: +4.083%, plus: -4.083%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.241%, plus: -3.241%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.366%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.083%, plus: -0.082%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.535%, plus: -0.140%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.162%, plus: +1.318%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.188%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.862%, plus: -0.882%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.195%, plus: -0.205%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.620%, plus: +1.620%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +2.190%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.459%, plus: +0.801%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.623%, plus: -0.160%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -9.328%, plus: +9.328%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.199%, plus: -0.198%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.138%, plus: +1.012%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.188%, plus: -0.184%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.072%, plus: -0.255%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.148%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.266%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.558%, plus: +0.372%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.259%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.647%, plus: -0.600%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.027%, plus: -0.035%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.391%, plus: -0.464%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.964%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +2.748%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.795%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +2.050%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.301%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +1.209%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.612%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.101%, plus: +0.696%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.695%, plus: -5.650%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.486%, plus: -0.163%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.023%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.272%, plus: +0.684%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.926%, plus: -1.926%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.024%, plus: -4.024%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.624%, plus: -0.788%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.193%, plus: -0.193%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.746%, plus: -1.128%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.178%, plus: +0.180%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.025%, plus: -0.082%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.236%, plus: +0.286%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.010%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +3.016%, plus: -0.708%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.092%, plus: -0.198%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.233%, plus: -0.232%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.435164e-01
+- header: {name: '1/SIG*DSIG/DRPT_E2J1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.187588e+00
+   - value: 1.935699e+00
+   - value: 1.504842e+00
+   - value: 1.022266e+00
+   - value: 5.899362e-01
+   - value: 2.477264e-01
+independent_variables:
+- header: {name: 'RPT_E2J1', units: ''}
+  values:
+  - {high: 0.26, low: 0.0}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.5, low: 0.38}
+  - {high: 0.63, low: 0.5}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table113.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table113.yaml
new file mode 100644
index 0000000000..92330515fb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table113.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.854000e-03}
+  - {value: 7.597000e-04}
+  - {value: -1.430000e-03}
+  - {value: -9.830000e-04}
+  - {value: -9.396000e-04}
+  - {value: -5.781000e-04}
+  - {value: 7.597000e-04}
+  - {value: 8.276000e-03}
+  - {value: -2.226000e-03}
+  - {value: -3.318000e-03}
+  - {value: -1.265000e-03}
+  - {value: -1.315000e-03}
+  - {value: -1.430000e-03}
+  - {value: -2.226000e-03}
+  - {value: 7.036000e-03}
+  - {value: 1.546000e-03}
+  - {value: -1.372000e-03}
+  - {value: -8.718000e-04}
+  - {value: -9.830000e-04}
+  - {value: -3.318000e-03}
+  - {value: 1.546000e-03}
+  - {value: 4.258000e-03}
+  - {value: 3.791000e-04}
+  - {value: -6.186000e-04}
+  - {value: -9.396000e-04}
+  - {value: -1.265000e-03}
+  - {value: -1.372000e-03}
+  - {value: 3.791000e-04}
+  - {value: 2.617000e-03}
+  - {value: 5.171000e-04}
+  - {value: -5.781000e-04}
+  - {value: -1.315000e-03}
+  - {value: -8.718000e-04}
+  - {value: -6.186000e-04}
+  - {value: 5.171000e-04}
+  - {value: 1.807000e-03}
+independent_variables:
+- header: {name: 'RPT_E2J1'}
+  values:
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 0.78, low: 0.63}
+  - {high: 0.78, low: 0.63}
+  - {high: 0.78, low: 0.63}
+  - {high: 0.78, low: 0.63}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 1.01, low: 0.78}
+  - {high: 1.01, low: 0.78}
+  - {high: 1.01, low: 0.78}
+  - {high: 1.01, low: 0.78}
+  - {high: 1.01, low: 0.78}
+- header: {name: 'RPT_E2J1'}
+  values:
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table114.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table114.yaml
new file mode 100644
index 0000000000..cc1f0a2e87
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table114.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'DSIG/DRPT_E2J1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.014%}
+    - asymerror: {minus: -3.923%, plus: +3.923%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.865%, plus: +3.865%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.084%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.410%, plus: +0.411%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.562%, plus: +0.564%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.299%, plus: +0.263%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.394%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.267%, plus: -1.510%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.481%, plus: -0.476%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.392%, plus: +1.370%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.710%, plus: +0.710%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.029%, plus: +0.055%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.013%, plus: -3.011%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.347%, plus: -0.326%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.768%, plus: +0.959%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.056%, plus: +1.056%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.897%, plus: +0.900%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.775%, plus: +1.791%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.139%, plus: -0.139%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.005%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.011%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.037%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.327%, plus: -0.283%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.088%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.361%, plus: +0.455%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.931%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.609%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.398%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.368%, plus: +0.199%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.734%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.442%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.195%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.691%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.821%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.120%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.039%, plus: -1.195%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.014%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.101%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.320%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.342%, plus: -1.342%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.521%, plus: +9.521%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.884%, plus: +4.155%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.532%, plus: +0.534%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.633%, plus: +1.753%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.641%, plus: -0.640%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.103%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.281%, plus: +4.314%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.583%, plus: +0.585%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.355102e+00
+  - errors:
+    - {label: stat, symerror: +2.622%}
+    - asymerror: {minus: -3.539%, plus: +3.539%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.122%, plus: +6.122%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.110%, plus: +0.232%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.258%, plus: +0.258%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.372%, plus: +0.490%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.017%, plus: +0.477%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.008%, plus: -1.002%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.404%, plus: +1.371%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.839%, plus: +0.839%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.288%, plus: +0.110%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.072%, plus: -3.915%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.521%, plus: +0.630%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.363%, plus: +2.363%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.029%, plus: +1.033%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.595%, plus: +0.306%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.740%, plus: +1.756%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.183%, plus: -0.183%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.014%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.164%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.107%, plus: +0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.618%, plus: -0.373%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.096%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.600%, plus: +0.805%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.035%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.015%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.154%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.266%, plus: +0.093%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.171%, plus: -0.457%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.104%, plus: +0.223%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.176%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.356%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.140%, plus: -0.085%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.181%, plus: -0.059%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.567%, plus: -0.984%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.012%, plus: -0.046%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.023%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.148%, plus: -0.210%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.347%, plus: -2.347%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.492%, plus: +8.492%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.177%, plus: +4.766%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.432%, plus: +0.431%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.707%, plus: +1.805%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.396%, plus: -0.396%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.109%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.372%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.479%, plus: +4.850%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.020%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.412%, plus: +0.413%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.107690e+00
+  - errors:
+    - {label: stat, symerror: +2.900%}
+    - asymerror: {minus: -0.708%, plus: +0.708%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.599%, plus: +1.599%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.294%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.218%, plus: +0.218%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.450%, plus: +0.451%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.107%, plus: -0.107%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.514%, plus: +0.500%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.178%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.892%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.409%, plus: -1.402%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.340%, plus: +1.299%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.877%, plus: +0.877%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.318%, plus: +0.114%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.345%, plus: -4.447%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.322%, plus: -0.129%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.767%, plus: +0.762%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.437%, plus: +3.437%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.955%, plus: +0.959%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.293%, plus: +0.261%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.653%, plus: +1.668%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.205%, plus: -0.205%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.126%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.192%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.046%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.003%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.496%, plus: -0.612%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.157%, plus: +0.235%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.776%, plus: +0.726%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.712%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.728%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.017%, plus: +0.069%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.172%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.369%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.478%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.046%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.129%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.939%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.068%, plus: -0.461%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.043%, plus: -4.563%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.276%, plus: -0.334%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.406%, plus: -4.406%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.273%, plus: +11.273%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.632%, plus: +4.081%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.282%, plus: +0.282%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.054%, plus: +1.659%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.299%, plus: -0.298%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.063%, plus: -0.158%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.270%, plus: -0.347%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.638%, plus: +4.092%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.040%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.336%, plus: +0.337%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.666037e+00
+  - errors:
+    - {label: stat, symerror: +3.162%}
+    - asymerror: {minus: -1.834%, plus: +1.834%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.450%, plus: +0.450%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.352%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.176%, plus: +0.176%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.438%, plus: +0.440%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.350%, plus: +0.310%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.699%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.181%, plus: -1.615%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.660%, plus: -1.651%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.299%, plus: +1.259%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.986%, plus: +0.986%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.198%, plus: -4.588%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.811%, plus: +0.190%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.448%, plus: +4.448%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.875%, plus: +0.878%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.283%, plus: -0.339%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.626%, plus: +1.641%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.253%, plus: -0.253%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.151%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.053%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.089%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.090%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.308%, plus: -0.513%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.174%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.640%, plus: +0.222%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.043%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.278%, plus: +0.137%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.305%, plus: -1.101%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.301%, plus: +0.101%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.120%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.228%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.550%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.571%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.906%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.172%, plus: -0.944%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.367%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.668%, plus: -2.109%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.118%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.283%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.135%, plus: -4.135%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.263%, plus: +9.263%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.939%, plus: +3.535%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.298%, plus: +0.300%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.121%, plus: +0.121%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.582%, plus: +1.832%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.270%, plus: -0.270%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.157%, plus: -0.155%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.268%, plus: -0.395%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.915%, plus: +3.374%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.135%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.276%, plus: +0.276%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.300660e+00
+  - errors:
+    - {label: stat, symerror: +3.741%}
+    - asymerror: {minus: +0.643%, plus: -0.643%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.659%, plus: -2.659%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.333%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.162%, plus: +0.163%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.409%, plus: +0.412%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.371%, plus: +0.297%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.657%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.038%, plus: -0.848%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.835%, plus: -1.828%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.278%, plus: +1.262%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.144%, plus: +1.144%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.316%, plus: +0.055%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.242%, plus: -2.605%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.352%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.712%, plus: +1.039%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.809%, plus: +5.809%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.802%, plus: +0.803%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.196%, plus: +0.187%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.598%, plus: +1.613%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.283%, plus: -0.282%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.136%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.119%, plus: -0.211%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.125%, plus: +0.248%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.105%, plus: -0.471%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.738%, plus: +0.323%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.020%, plus: +0.029%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.231%, plus: +0.332%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.646%, plus: -0.129%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.507%, plus: +0.569%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.167%, plus: -0.444%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.793%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.065%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.638%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.127%, plus: -0.151%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.968%, plus: -1.351%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.036%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.105%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.037%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.364%, plus: -5.364%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.196%, plus: +5.196%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.929%, plus: +4.184%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.453%, plus: +0.456%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.122%, plus: +0.122%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.663%, plus: +1.829%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.256%, plus: -0.255%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.113%, plus: -0.250%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.112%, plus: -0.208%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.067%, plus: +4.239%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.203%, plus: +0.203%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.724881e-01
+  - errors:
+    - {label: stat, symerror: +5.128%}
+    - asymerror: {minus: +1.937%, plus: -1.937%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.635%, plus: -0.635%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.192%, plus: +0.193%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.387%, plus: +0.388%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.225%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.359%, plus: +1.256%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.717%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.006%, plus: -2.000%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.157%, plus: +1.110%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.639%, plus: +1.639%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.259%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.633%, plus: -1.454%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.341%, plus: +0.701%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.051%, plus: +0.569%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -9.647%, plus: +9.647%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.719%, plus: +0.720%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.313%, plus: +1.243%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.509%, plus: +1.523%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.283%, plus: -0.282%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.013%, plus: -0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.058%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.105%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.271%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.108%, plus: -0.091%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.031%, plus: -0.039%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.930%, plus: -0.567%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.652%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.956%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.626%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.362%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.021%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.776%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.159%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.129%, plus: +0.199%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.845%, plus: -7.787%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.469%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.092%, plus: +0.497%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.928%, plus: -4.928%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.514%, plus: +4.514%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.583%, plus: +3.336%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.215%, plus: +0.215%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.050%, plus: +0.550%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.237%, plus: -0.237%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.109%, plus: -0.105%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.205%, plus: +0.247%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.215%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.406%, plus: +3.481%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.053%, plus: -0.163%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.169%, plus: +0.169%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.066038e-01
+- header: {name: 'DSIG/DRPT_E2J1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.350880e+00
+   - value: 2.201855e+00
+   - value: 1.711756e+00
+   - value: 1.162826e+00
+   - value: 6.710516e-01
+   - value: 2.817885e-01
+independent_variables:
+- header: {name: 'RPT_E2J1', units: ''}
+  values:
+  - {high: 0.26, low: 0.0}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.5, low: 0.38}
+  - {high: 0.63, low: 0.5}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table115.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table115.yaml
new file mode 100644
index 0000000000..a89ef3e640
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table115.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.409000e-02}
+  - {value: 5.256000e-02}
+  - {value: 4.152000e-02}
+  - {value: 2.801000e-02}
+  - {value: 1.268000e-02}
+  - {value: 5.001000e-03}
+  - {value: 5.256000e-02}
+  - {value: 9.525000e-02}
+  - {value: 6.755000e-02}
+  - {value: 4.339000e-02}
+  - {value: 2.132000e-02}
+  - {value: 7.956000e-03}
+  - {value: 4.152000e-02}
+  - {value: 6.755000e-02}
+  - {value: 6.817000e-02}
+  - {value: 4.227000e-02}
+  - {value: 1.800000e-02}
+  - {value: 7.534000e-03}
+  - {value: 2.801000e-02}
+  - {value: 4.339000e-02}
+  - {value: 4.227000e-02}
+  - {value: 3.296000e-02}
+  - {value: 1.349000e-02}
+  - {value: 4.582000e-03}
+  - {value: 1.268000e-02}
+  - {value: 2.132000e-02}
+  - {value: 1.800000e-02}
+  - {value: 1.349000e-02}
+  - {value: 9.167000e-03}
+  - {value: 2.713000e-03}
+  - {value: 5.001000e-03}
+  - {value: 7.956000e-03}
+  - {value: 7.534000e-03}
+  - {value: 4.582000e-03}
+  - {value: 2.713000e-03}
+  - {value: 2.906000e-03}
+independent_variables:
+- header: {name: 'RPT_E2J1'}
+  values:
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 0.78, low: 0.63}
+  - {high: 0.78, low: 0.63}
+  - {high: 0.78, low: 0.63}
+  - {high: 0.78, low: 0.63}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 1.01, low: 0.78}
+  - {high: 1.01, low: 0.78}
+  - {high: 1.01, low: 0.78}
+  - {high: 1.01, low: 0.78}
+  - {high: 1.01, low: 0.78}
+- header: {name: 'RPT_E2J1'}
+  values:
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.38, low: 0.26}
+  - {high: 0.50, low: 0.38}
+  - {high: 0.63, low: 0.50}
+  - {high: 0.78, low: 0.63}
+  - {high: 1.01, low: 0.78}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table116.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table116.yaml
new file mode 100644
index 0000000000..9bc3880c68
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table116.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRPT_E3J1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.596%}
+    - asymerror: {minus: -3.173%, plus: +3.173%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.189%, plus: -0.189%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.146%, plus: +0.145%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.078%, plus: +0.077%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.259%, plus: -0.541%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.562%, plus: +0.577%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.100%, plus: +0.100%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.721%, plus: +0.721%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.388%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.376%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.161%, plus: -0.127%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.038%, plus: -0.080%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.926%, plus: +2.926%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.087%, plus: +0.086%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.097%, plus: +0.094%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.101%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.069%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.091%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.048%, plus: -0.049%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.010%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.728%, plus: +0.108%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.434%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.771%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.696%, plus: +0.088%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.085%, plus: +0.464%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.502%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.040%, plus: -0.493%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.622%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.202%, plus: +0.017%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.041%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.197%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.064%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -7.538%, plus: +7.538%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.101%, plus: +0.101%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.278%, plus: +0.123%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.175%, plus: +0.173%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.007%, plus: -0.188%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.166%, plus: -0.167%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.031%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.069%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.546%, plus: +0.215%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.126%, plus: +0.126%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.782891e+00
+  - errors:
+    - {label: stat, symerror: +3.386%}
+    - asymerror: {minus: +1.047%, plus: -1.047%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.715%, plus: -0.715%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.050%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.451%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.120%, plus: -0.123%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.006%, plus: +0.008%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.873%, plus: +0.873%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.230%, plus: +0.393%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.555%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.048%, plus: +0.396%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.005%, plus: +4.005%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.327%, plus: +0.719%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.011%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.045%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.039%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.030%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.063%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.040%, plus: +0.308%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.461%, plus: -0.352%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.292%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.709%, plus: -0.569%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.200%, plus: -0.276%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.113%, plus: -0.064%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.335%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.040%, plus: -0.390%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.138%, plus: +0.276%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.264%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.827%, plus: +0.827%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.856%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.037%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.285%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.056%, plus: -0.229%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.090%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.759%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.021%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.228317e+00
+  - errors:
+    - {label: stat, symerror: +4.020%}
+    - asymerror: {minus: +1.677%, plus: -1.677%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.724%, plus: -4.724%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.137%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.121%, plus: -0.119%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.163%, plus: -0.163%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.240%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.278%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.302%, plus: +0.601%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.360%, plus: -0.370%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.056%, plus: -0.080%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.123%, plus: +1.123%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.417%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.980%, plus: -0.143%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.192%, plus: -0.274%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.197%, plus: -0.103%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.769%, plus: +5.769%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.018%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.801%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.098%, plus: -0.096%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.134%, plus: -0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.082%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.086%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.014%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.129%, plus: -0.232%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.396%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.788%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.672%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.386%, plus: -0.189%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.486%, plus: +0.902%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.779%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.469%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.049%, plus: +0.917%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.397%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.046%, plus: -0.643%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.129%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.046%, plus: -0.295%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.148%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.021%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.731%, plus: -6.731%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.157%, plus: +2.157%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.278%, plus: +1.346%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.176%, plus: -0.173%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.272%, plus: +0.467%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.130%, plus: +0.131%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.351%, plus: +0.005%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.141%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.818%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.018%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.107%, plus: -0.107%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.555830e+00
+  - errors:
+    - {label: stat, symerror: +4.011%}
+    - asymerror: {minus: +3.990%, plus: -3.990%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.787%, plus: +5.787%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.035%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.205%, plus: -0.205%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.119%, plus: -0.465%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.113%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.726%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.756%, plus: -0.777%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.186%, plus: -0.168%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.304%, plus: +1.304%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.123%, plus: -0.132%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.555%, plus: +0.286%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.457%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.243%, plus: +0.305%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.396%, plus: +7.396%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.306%, plus: -0.303%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.813%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.151%, plus: -0.147%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.104%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.072%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.019%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.369%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.702%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.114%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.545%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.121%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.141%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.910%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.439%, plus: -1.747%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.113%, plus: +0.939%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.607%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.828%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: +0.070%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.085%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.239%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +11.185%, plus: -11.185%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.493%, plus: -3.493%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.569%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.180%, plus: -0.179%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.454%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.152%, plus: +0.153%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.296%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.135%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.609%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.157%, plus: -0.157%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.877499e-01
+- header: {name: '1/SIG*DSIG/DRPT_E3J1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.864832e+00
+   - value: 2.563638e+00
+   - value: 1.534735e+00
+   - value: 2.981232e-01
+independent_variables:
+- header: {name: 'RPT_E3J1', units: ''}
+  values:
+  - {high: 0.21, low: 0.0}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.0, low: 0.42}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table117.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table117.yaml
new file mode 100644
index 0000000000..0452431f6f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table117.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.760000e-02}
+  - {value: -1.400000e-03}
+  - {value: -1.899000e-02}
+  - {value: -6.454000e-03}
+  - {value: -1.400000e-03}
+  - {value: 2.163000e-02}
+  - {value: 1.313000e-03}
+  - {value: -3.821000e-03}
+  - {value: -1.899000e-02}
+  - {value: 1.313000e-03}
+  - {value: 2.597000e-02}
+  - {value: 2.147000e-03}
+  - {value: -6.454000e-03}
+  - {value: -3.821000e-03}
+  - {value: 2.147000e-03}
+  - {value: 2.691000e-03}
+independent_variables:
+- header: {name: 'RPT_E3J1'}
+  values:
+  - {high: 0.21, low: 0.00}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 0.42, low: 0.32}
+  - {high: 0.42, low: 0.32}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.00, low: 0.42}
+  - {high: 1.00, low: 0.42}
+  - {high: 1.00, low: 0.42}
+  - {high: 1.00, low: 0.42}
+- header: {name: 'RPT_E3J1'}
+  values:
+  - {high: 0.21, low: 0.00}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.00, low: 0.42}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.00, low: 0.42}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.00, low: 0.42}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.00, low: 0.42}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table118.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table118.yaml
new file mode 100644
index 0000000000..796f7274ed
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table118.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'DSIG/DRPT_E3J1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.881%}
+    - asymerror: {minus: -4.957%, plus: +4.957%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.973%, plus: +0.973%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.183%, plus: +0.249%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.435%, plus: +0.435%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.569%, plus: +0.572%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.079%, plus: -0.080%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.577%, plus: +0.522%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.565%, plus: -1.318%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.845%, plus: -0.839%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.557%, plus: +1.534%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.822%, plus: +0.822%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.329%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.795%, plus: -4.248%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.259%, plus: -0.182%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.686%, plus: +0.674%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.403%, plus: +2.403%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.002%, plus: +1.006%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.143%, plus: +0.198%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.716%, plus: +1.730%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.098%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.034%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.507%, plus: -0.461%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.218%, plus: +0.304%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.624%, plus: +0.757%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.754%, plus: +0.015%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.485%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.336%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.039%, plus: +0.031%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.275%, plus: +0.129%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.086%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.021%, plus: -0.570%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.017%, plus: -0.779%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.876%, plus: -3.602%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.261%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.058%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.264%, plus: -0.316%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -5.689%, plus: +5.689%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.125%, plus: +11.125%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.729%, plus: +5.013%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.039%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.622%, plus: +0.623%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.000%, plus: +1.919%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.542%, plus: -0.541%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.062%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.259%, plus: -0.235%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.067%, plus: +4.949%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.026%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.477%, plus: +0.478%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.025652e+00
+  - errors:
+    - {label: stat, symerror: +3.819%}
+    - asymerror: {minus: -0.664%, plus: +0.664%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.441%, plus: +0.441%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.134%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.278%, plus: +0.279%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.469%, plus: +0.470%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.318%, plus: +0.691%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.419%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.047%, plus: -0.803%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.536%, plus: -1.529%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.464%, plus: +1.440%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.001%, plus: +1.001%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.353%, plus: +0.453%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.473%, plus: -3.480%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.340%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.735%, plus: +0.736%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.629%, plus: +4.629%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.992%, plus: +0.996%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.467%, plus: +1.133%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.632%, plus: +1.646%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.192%, plus: -0.192%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.014%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.070%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.075%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.014%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.636%, plus: -0.416%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.064%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.708%, plus: +1.056%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.014%, plus: -0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.435%, plus: -0.445%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.313%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.135%, plus: -0.593%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.398%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.921%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.021%, plus: -0.467%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.072%, plus: +0.118%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.825%, plus: -3.708%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.047%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.247%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.667%, plus: -1.667%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.932%, plus: +11.932%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.646%, plus: +4.945%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.411%, plus: +0.413%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.758%, plus: +2.402%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.308%, plus: -0.308%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.080%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.419%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.822%, plus: +4.978%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.029%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.331%, plus: +0.331%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.281894e+00
+  - errors:
+    - {label: stat, symerror: +4.404%}
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.614%, plus: -3.614%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.322%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.169%, plus: +0.170%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.330%, plus: +0.330%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.307%, plus: +0.769%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.310%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.002%, plus: -0.185%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.779%, plus: -1.772%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.403%, plus: +1.352%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.225%, plus: +1.225%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.476%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.914%, plus: -4.025%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.289%, plus: -0.329%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.528%, plus: +0.652%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.536%, plus: +6.536%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.899%, plus: +0.900%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.660%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.524%, plus: +1.538%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.208%, plus: -0.208%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.075%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.118%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.102%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.448%, plus: -0.397%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.002%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.650%, plus: +0.944%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.029%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.370%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.767%, plus: -0.050%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.473%, plus: +0.648%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.039%, plus: -0.246%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.676%, plus: +0.565%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.159%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.388%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.068%, plus: +0.839%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.409%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.130%, plus: -4.238%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.136%, plus: -0.051%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.106%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.222%, plus: -0.225%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.335%, plus: -8.335%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -13.408%, plus: +13.408%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.729%, plus: +6.295%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.273%, plus: +0.276%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.274%, plus: +2.587%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.245%, plus: -0.245%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.374%, plus: +0.155%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.187%, plus: -0.283%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.364%, plus: +5.580%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.245%, plus: +0.245%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.950293e-01
+  - errors:
+    - {label: stat, symerror: +4.386%}
+    - asymerror: {minus: +2.329%, plus: -2.329%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.020%, plus: +7.020%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.149%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.084%, plus: +0.085%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.500%, plus: +0.502%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.295%, plus: +0.060%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.145%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.406%, plus: -0.061%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.181%, plus: -2.174%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.275%, plus: +1.262%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.384%, plus: +1.384%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.281%, plus: -3.612%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.964%, plus: +1.062%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.209%, plus: +8.209%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.613%, plus: +0.613%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.472%, plus: +1.485%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.263%, plus: -0.262%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.163%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.127%, plus: -0.249%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.055%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.092%, plus: -0.664%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.137%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.722%, plus: +0.039%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.119%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.519%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.069%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.070%, plus: +1.116%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.561%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.248%, plus: -2.076%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.489%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.132%, plus: +0.861%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.448%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.928%, plus: -2.959%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.127%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.190%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +12.712%, plus: -12.712%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.136%, plus: +7.136%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.962%, plus: +3.238%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.268%, plus: +0.270%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.193%, plus: +1.646%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.223%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.446%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.464%, plus: -0.359%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.707%, plus: +3.039%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.075%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.195%, plus: +0.194%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.230626e-01
+- header: {name: 'DSIG/DRPT_E3J1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.018354e+00
+   - value: 1.399960e+00
+   - value: 8.380932e-01
+   - value: 1.628001e-01
+independent_variables:
+- header: {name: 'RPT_E3J1', units: ''}
+  values:
+  - {high: 0.21, low: 0.0}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.0, low: 0.42}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table119.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table119.yaml
new file mode 100644
index 0000000000..1e799623da
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table119.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.919000e-02}
+  - {value: 2.716000e-02}
+  - {value: 1.723000e-02}
+  - {value: 2.095000e-03}
+  - {value: 2.716000e-02}
+  - {value: 4.382000e-02}
+  - {value: 3.111000e-02}
+  - {value: 4.294000e-03}
+  - {value: 1.723000e-02}
+  - {value: 3.111000e-02}
+  - {value: 3.297000e-02}
+  - {value: 5.323000e-03}
+  - {value: 2.095000e-03}
+  - {value: 4.294000e-03}
+  - {value: 5.323000e-03}
+  - {value: 1.664000e-03}
+independent_variables:
+- header: {name: 'RPT_E3J1'}
+  values:
+  - {high: 0.21, low: 0.00}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 0.42, low: 0.32}
+  - {high: 0.42, low: 0.32}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.00, low: 0.42}
+  - {high: 1.00, low: 0.42}
+  - {high: 1.00, low: 0.42}
+  - {high: 1.00, low: 0.42}
+- header: {name: 'RPT_E3J1'}
+  values:
+  - {high: 0.21, low: 0.00}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.00, low: 0.42}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.00, low: 0.42}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.00, low: 0.42}
+  - {high: 0.21, low: 0.00}
+  - {high: 0.32, low: 0.21}
+  - {high: 0.42, low: 0.32}
+  - {high: 1.00, low: 0.42}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table12.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table12.yaml
new file mode 100644
index 0000000000..4809718687
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table12.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DABS_T2_Y (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.571%}
+    - asymerror: {minus: -1.529%, plus: +1.529%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.153%, plus: +1.153%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.016%, plus: +0.017%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.042%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.079%, plus: -0.200%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.026%, plus: -0.025%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.030%, plus: -0.033%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.588%, plus: +0.588%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.124%, plus: +0.173%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.304%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.314%, plus: +1.314%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.221%, plus: -0.025%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.001%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.015%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.011%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.066%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.247%, plus: +0.069%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.001%, plus: -0.202%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.079%, plus: +0.017%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.069%, plus: +0.279%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.014%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.270%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.194%, plus: -0.558%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.074%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.750%, plus: +0.750%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.998%, plus: -1.998%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.008%, plus: +0.180%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.365%, plus: -0.202%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.132%, plus: +0.209%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.190733e-01
+  - errors:
+    - {label: stat, symerror: +2.048%}
+    - asymerror: {minus: +1.121%, plus: -1.121%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.331%, plus: +3.331%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.018%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.417%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.207%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.027%, plus: -0.005%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.743%, plus: +0.743%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.409%, plus: +0.400%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.057%, plus: +0.031%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.673%, plus: +1.673%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.004%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.256%, plus: +0.330%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.066%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.139%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.452%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.415%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.750%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.476%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.770%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.096%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.790%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.095%, plus: -0.580%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.075%, plus: +1.065%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.006%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.298%, plus: -0.298%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.307%, plus: +2.307%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.090%, plus: -0.400%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.054%, plus: -0.009%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.032%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.028%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.434%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.007%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.565182e-01
+  - errors:
+    - {label: stat, symerror: +2.217%}
+    - asymerror: {minus: -0.514%, plus: +0.514%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.474%, plus: +1.474%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.652%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.019%, plus: -0.042%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.803%, plus: +0.803%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.197%, plus: -0.166%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.265%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.244%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.234%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.833%, plus: +1.833%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.313%, plus: -0.030%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.018%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.601%, plus: -0.090%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.081%, plus: +0.433%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.677%, plus: -0.197%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.198%, plus: +0.591%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.007%, plus: +0.454%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.414%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.068%, plus: +0.645%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.043%, plus: +0.481%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.375%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.012%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.995%, plus: -0.995%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.545%, plus: +2.545%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.435%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.082%, plus: -0.082%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.069%, plus: -0.133%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.172%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.516%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.062210e-01
+  - errors:
+    - {label: stat, symerror: +2.346%}
+    - asymerror: {minus: +0.586%, plus: -0.586%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.390%, plus: -1.390%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.031%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.007%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.348%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.065%, plus: +0.544%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.005%, plus: -0.016%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.856%, plus: +0.856%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.408%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.347%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.309%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.277%, plus: -0.082%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.965%, plus: +1.965%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.341%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.015%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.269%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.554%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.513%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.463%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.597%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.133%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.178%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.345%, plus: -0.022%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.156%, plus: -1.879%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.034%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.059%, plus: -2.059%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.223%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.021%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.427%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.110%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.484%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.389004e-01
+  - errors:
+    - {label: stat, symerror: +1.600%}
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.193%, plus: -3.193%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.029%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.036%, plus: +0.034%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.608%, plus: +0.608%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.629%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.399%, plus: +1.399%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.438%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.013%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.032%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.001%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.028%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.339%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.523%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.277%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.280%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.178%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.482%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.386%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.712%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.018%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.151%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.330%, plus: +0.330%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.890%, plus: -0.890%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.425%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.009%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.717%, plus: +0.140%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.445%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.934377e-01
+  - errors:
+    - {label: stat, symerror: +3.615%}
+    - asymerror: {minus: +2.018%, plus: -2.018%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.410%, plus: -2.410%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.206%, plus: +0.028%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.155%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.108%, plus: +0.140%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.293%, plus: +1.293%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.232%, plus: -0.116%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.169%, plus: -0.672%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.017%, plus: +0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.370%, plus: +0.241%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.960%, plus: +2.960%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.019%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.067%, plus: +0.138%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.082%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.144%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.324%, plus: +0.134%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.560%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.652%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.442%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.608%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.103%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.346%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.585%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.285%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.174%, plus: +2.363%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.020%, plus: -0.208%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.691%, plus: +3.691%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.662%, plus: -1.662%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.245%, plus: +0.375%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.319%, plus: +0.319%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.050%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.033%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.410%, plus: +0.381%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.034884e-02
+- header: {name: '1/SIG*DSIG/DABS_T2_Y (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.094672e-01
+   - value: 6.745059e-01
+   - value: 6.198786e-01
+   - value: 5.454066e-01
+   - value: 3.776100e-01
+   - value: 8.395369e-02
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.33, low: 0.0}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.1, low: 0.84}
+  - {high: 1.7, low: 1.1}
+  - {high: 2.5, low: 1.7}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table120.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table120.yaml
new file mode 100644
index 0000000000..3f6fa85f18
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table120.yaml
@@ -0,0 +1,2097 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DDR_E2E1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.548%}
+    - asymerror: {minus: -5.006%, plus: +5.006%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -12.762%, plus: +12.762%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.133%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.031%, plus: +0.032%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.032%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.082%, plus: +0.234%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.226%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.163%, plus: -0.857%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.177%, plus: +0.181%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.004%, plus: +0.012%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.029%, plus: +2.029%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.259%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +1.676%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.111%, plus: -0.190%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.953%, plus: +0.450%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.878%, plus: +5.878%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.048%, plus: +0.046%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +1.087%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.272%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.372%, plus: -0.177%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.134%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.210%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.266%, plus: +0.430%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: +0.061%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.508%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.573%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.990%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.655%, plus: +2.500%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.147%, plus: +2.938%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.606%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.241%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.854%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.401%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.574%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.484%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.044%, plus: -0.465%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.193%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.011%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.413%, plus: +2.413%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.111%, plus: +4.111%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.333%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.257%, plus: +1.114%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.630%, plus: -0.830%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.331%, plus: +0.369%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.475%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.232%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.033%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.618414e-01
+  - errors:
+    - {label: stat, symerror: +5.562%}
+    - asymerror: {minus: +0.355%, plus: -0.355%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.250%, plus: +10.250%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.050%, plus: +0.049%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.019%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.249%, plus: +0.125%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.033%, plus: -0.579%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.823%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.204%, plus: +0.209%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.027%, plus: +0.121%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.944%, plus: +1.944%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.495%, plus: -0.018%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.491%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.710%, plus: +0.801%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.119%, plus: -0.217%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.404%, plus: +5.404%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.114%, plus: +0.111%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.089%, plus: +1.236%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.093%, plus: +0.090%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.136%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.456%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.159%, plus: +0.402%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.218%, plus: -0.086%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.035%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.318%, plus: -0.743%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.090%, plus: +0.666%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.396%, plus: +0.147%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.797%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.195%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.450%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.473%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.210%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.046%, plus: +0.069%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.102%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.022%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.222%, plus: +1.222%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.581%, plus: -1.581%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.602%, plus: -0.148%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.276%, plus: -0.086%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.264%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.287%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.006%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.038%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.544965e-01
+  - errors:
+    - {label: stat, symerror: +6.062%}
+    - asymerror: {minus: +2.284%, plus: -2.284%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.475%, plus: +7.475%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.194%, plus: +0.297%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.019%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.138%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.236%, plus: +1.143%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.481%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.092%, plus: +0.094%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.009%, plus: +2.009%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.396%, plus: +0.173%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.145%, plus: +0.075%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.400%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.981%, plus: +5.981%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.081%, plus: +0.079%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.496%, plus: +0.032%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.027%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.105%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.033%, plus: -0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.113%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.341%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.147%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.122%, plus: +0.050%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.312%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +1.066%, plus: -0.700%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.194%, plus: +1.131%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.418%, plus: -0.339%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +1.446%, plus: -2.236%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.339%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.488%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.902%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.914%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.313%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.014%, plus: +0.127%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.307%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.108%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.178%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.925%, plus: +0.925%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.248%, plus: -0.260%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.053%, plus: +0.054%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.466%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.034%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.141%, plus: -0.170%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.206%, plus: -0.682%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.124%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.020298e-01
+  - errors:
+    - {label: stat, symerror: +5.625%}
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.393%, plus: -8.393%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.537%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.025%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.021%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.455%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.294%, plus: +0.008%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.357%, plus: -0.717%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.247%, plus: +0.252%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.087%, plus: +0.095%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.933%, plus: +1.933%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.096%, plus: -0.326%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.504%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.333%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.233%, plus: +5.233%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.006%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.146%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.063%, plus: +0.061%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.153%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.140%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.383%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.251%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.608%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.017%, plus: -0.315%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.415%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.031%, plus: -0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.482%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.355%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.992%, plus: +0.089%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.399%, plus: +0.362%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.321%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.401%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.354%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.708%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.509%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.495%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.625%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.781%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -5.622%, plus: +5.622%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.629%, plus: -1.629%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.766%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.337%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.548%, plus: +1.026%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.626%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.439%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.846%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.055%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.064762e-01
+  - errors:
+    - {label: stat, symerror: +5.578%}
+    - asymerror: {minus: -1.782%, plus: +1.782%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.496%, plus: -0.496%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.267%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.500%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.259%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.812%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.708%, plus: +1.708%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.594%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.317%, plus: +0.465%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.430%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.404%, plus: -0.057%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.525%, plus: +5.525%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.003%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.242%, plus: -0.104%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.284%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.495%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.215%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.507%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.622%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.028%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.578%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.271%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.745%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.298%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.216%, plus: +1.140%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.171%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.701%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.704%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +1.747%, plus: -0.363%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.593%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.256%, plus: +4.003%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.033%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.521%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.003%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.497%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.313%, plus: -3.313%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.097%, plus: +2.097%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.214%, plus: -0.075%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +1.144%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.035%, plus: -0.123%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.338%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.360%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.001420e-01
+  - errors:
+    - {label: stat, symerror: +4.836%}
+    - asymerror: {minus: +0.635%, plus: -0.635%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.240%, plus: -1.240%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.920%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.559%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.156%, plus: +0.159%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.605%, plus: +1.605%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.357%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.161%, plus: +0.040%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.284%, plus: +0.003%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.814%, plus: +4.814%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.075%, plus: +0.074%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.152%, plus: -0.115%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.024%, plus: -0.080%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.415%, plus: +0.058%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.962%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.461%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.440%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.641%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.181%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.830%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.891%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.729%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.724%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.042%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.154%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.633%, plus: +4.633%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.019%, plus: +1.019%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.214%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.045%, plus: -0.658%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.223%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.334%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.057%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.482157e-01
+  - errors:
+    - {label: stat, symerror: +4.571%}
+    - asymerror: {minus: +1.112%, plus: -1.112%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.310%, plus: -9.310%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.166%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.008%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.014%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.546%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.214%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.409%, plus: +0.143%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.068%, plus: +0.069%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.003%, plus: -0.008%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.471%, plus: +1.471%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.369%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.385%, plus: +0.362%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.443%, plus: +0.030%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.078%, plus: -0.358%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.467%, plus: +4.467%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.385%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.005%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.147%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.022%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.255%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.030%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.244%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.248%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.456%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.058%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.027%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.152%, plus: -0.627%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.521%, plus: -0.466%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.659%, plus: -0.686%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.149%, plus: -0.245%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.292%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.314%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.276%, plus: +0.357%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.625%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.080%, plus: -2.940%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.068%, plus: -0.127%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.062%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.009%, plus: +4.009%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.569%, plus: +1.569%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.718%, plus: -0.568%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.021%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.255%, plus: -0.838%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.088%, plus: -0.229%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.088%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.732%, plus: -0.781%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.021%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.696147e-01
+  - errors:
+    - {label: stat, symerror: +4.107%}
+    - asymerror: {minus: -1.998%, plus: +1.998%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.576%, plus: -0.576%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.082%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.014%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.073%, plus: +0.138%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.830%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.040%, plus: -0.053%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.369%, plus: +1.369%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.204%, plus: -0.792%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.500%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.030%, plus: +0.002%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.338%, plus: +4.338%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.003%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.638%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.033%, plus: -0.032%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.213%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.094%, plus: +0.259%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.239%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.285%, plus: -0.228%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.342%, plus: +0.320%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.504%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.289%, plus: +0.742%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.947%, plus: -0.094%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.506%, plus: -0.581%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.086%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.439%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.701%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.485%, plus: +0.828%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.020%, plus: +0.859%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.751%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.117%, plus: +0.263%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.067%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.379%, plus: -0.220%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.632%, plus: +1.632%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.995%, plus: +0.385%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.345%, plus: +0.179%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.144%, plus: -0.272%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.216%, plus: -0.206%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.811%, plus: +0.292%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.250523e-01
+  - errors:
+    - {label: stat, symerror: +4.382%}
+    - asymerror: {minus: +1.396%, plus: -1.396%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.525%, plus: -2.525%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.190%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.032%, plus: -0.031%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.550%, plus: -0.103%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.470%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.564%, plus: +0.362%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.138%, plus: -0.141%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.056%, plus: -0.046%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.303%, plus: +1.303%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.298%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.659%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.200%, plus: +0.221%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.272%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.609%, plus: +4.609%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.492%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.043%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.047%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.097%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.186%, plus: +0.306%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.253%, plus: -0.140%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.259%, plus: -0.057%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.282%, plus: +0.092%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.041%, plus: -0.713%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.847%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.456%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.626%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.370%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.252%, plus: +0.418%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.141%, plus: -0.757%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.016%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.179%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.277%, plus: -3.277%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.594%, plus: -0.594%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.001%, plus: +0.239%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.356%, plus: -0.255%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.517%, plus: +0.544%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.021%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.035%, plus: +0.442%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.245%, plus: +0.652%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.030%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.175662e-01
+  - errors:
+    - {label: stat, symerror: +4.031%}
+    - asymerror: {minus: -3.632%, plus: +3.632%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.438%, plus: -4.438%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.069%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.078%, plus: +0.041%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.273%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.171%, plus: -0.886%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.219%, plus: -0.224%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.081%, plus: -0.076%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.310%, plus: +1.310%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.055%, plus: +0.019%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.024%, plus: +0.278%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.551%, plus: -0.150%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.815%, plus: +4.815%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.076%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.115%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.049%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.061%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.062%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.007%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.061%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.201%, plus: -0.096%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.044%, plus: -0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.215%, plus: -0.061%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.530%, plus: -0.532%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.765%, plus: +0.384%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.542%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.474%, plus: +0.756%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.271%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.192%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.192%, plus: -0.071%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.407%, plus: -0.066%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.816%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.058%, plus: -0.139%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.105%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.092%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.111%, plus: -2.111%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.149%, plus: -4.149%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.606%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.047%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.344%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.094%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.099%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.162%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.060%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.031296e-01
+  - errors:
+    - {label: stat, symerror: +4.499%}
+    - asymerror: {minus: +0.878%, plus: -0.878%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.897%, plus: +2.897%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.075%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.006%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.085%, plus: -0.084%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.859%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.304%, plus: +0.233%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.235%, plus: -0.239%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.019%, plus: -0.011%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.485%, plus: +1.485%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.177%, plus: +0.726%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.313%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.062%, plus: +0.621%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.337%, plus: +5.337%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.038%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.654%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.080%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.062%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.135%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.059%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.054%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.038%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.093%, plus: +0.320%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.014%, plus: -0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.093%, plus: -0.170%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.144%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.506%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.426%, plus: -0.088%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.151%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.951%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.807%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.624%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.299%, plus: +0.951%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.425%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.618%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.072%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.385%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.441%, plus: +1.441%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.250%, plus: -1.250%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.143%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.133%, plus: -0.134%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.239%, plus: +0.291%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.499%, plus: -0.269%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.019%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.170%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.627388e-01
+  - errors:
+    - {label: stat, symerror: +5.513%}
+    - asymerror: {minus: +3.987%, plus: -3.987%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.190%, plus: +1.190%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.047%, plus: +0.383%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.064%, plus: +0.065%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.007%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.188%, plus: +0.138%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.089%, plus: -0.092%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.000%, plus: +0.024%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.747%, plus: +1.747%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.205%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.394%, plus: -1.382%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.586%, plus: +0.007%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.369%, plus: +6.369%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.060%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.298%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.091%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.221%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.190%, plus: -0.220%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.061%, plus: +0.272%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.005%, plus: -0.073%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.039%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.731%, plus: -0.487%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.787%, plus: +0.587%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.980%, plus: -1.307%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.571%, plus: +0.782%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.952%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.582%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.367%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.696%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.290%, plus: +0.348%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.447%, plus: +0.483%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.014%, plus: +0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.065%, plus: +0.617%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.150%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.453%, plus: -0.275%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.233%, plus: -3.233%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.017%, plus: +1.017%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.585%, plus: +0.449%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.584%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.271%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.407%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.026%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.799%, plus: +0.343%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.072%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.240113e-01
+  - errors:
+    - {label: stat, symerror: +6.341%}
+    - asymerror: {minus: +3.021%, plus: -3.021%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.403%, plus: -1.403%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.078%, plus: -0.212%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.033%, plus: +0.035%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.184%, plus: -0.126%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.631%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.633%, plus: -1.880%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.004%, plus: +0.003%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.055%, plus: +0.071%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.051%, plus: +2.051%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.593%, plus: -0.575%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.911%, plus: +0.190%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.209%, plus: -0.682%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.612%, plus: -0.017%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.228%, plus: +7.228%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.006%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.111%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.248%, plus: -0.419%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.278%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.502%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.482%, plus: -0.663%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.743%, plus: +0.046%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.204%, plus: -1.448%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.207%, plus: +0.217%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.910%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.506%, plus: -2.377%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.547%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.847%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.754%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.499%, plus: -0.895%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.406%, plus: -2.409%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.836%, plus: -3.525%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: +0.094%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.159%, plus: -0.429%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.574%, plus: +0.335%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.329%, plus: -3.329%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.245%, plus: +0.245%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.891%, plus: -0.579%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.055%, plus: +0.056%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.428%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.274%, plus: +0.139%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.720%, plus: +0.253%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.419%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.015%, plus: -0.268%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.655299e-01
+  - errors:
+    - {label: stat, symerror: +6.374%}
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.763%, plus: +1.763%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.253%, plus: -0.133%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.089%, plus: +0.087%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.066%, plus: +0.019%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.845%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.858%, plus: -0.141%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.087%, plus: +0.088%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.064%, plus: +0.072%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.009%, plus: +2.009%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.509%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.268%, plus: +0.877%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.306%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.267%, plus: -0.603%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.937%, plus: +6.937%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.004%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.394%, plus: -0.616%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.056%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.221%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.137%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.316%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.081%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.034%, plus: -0.482%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.449%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.778%, plus: +0.547%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.491%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.392%, plus: +1.173%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.905%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.028%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.205%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.888%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.342%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.788%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.365%, plus: -1.375%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.387%, plus: -0.678%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.104%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.591%, plus: +0.458%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.794%, plus: -1.794%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.945%, plus: +0.945%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.346%, plus: -0.791%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.043%, plus: -0.044%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.162%, plus: +0.150%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.196%, plus: +0.161%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.602%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.265%, plus: +0.240%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.336%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.825%, plus: -1.761%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.091456e-01
+  - errors:
+    - {label: stat, symerror: +5.882%}
+    - asymerror: {minus: +1.267%, plus: -1.267%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.330%, plus: +6.330%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.062%, plus: -0.061%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.203%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.985%, plus: -0.878%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.067%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.140%, plus: +0.141%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.096%, plus: +0.098%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.927%, plus: +1.927%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.409%, plus: -0.049%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.330%, plus: -0.668%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.022%, plus: -0.344%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.498%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.807%, plus: +6.807%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.061%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.479%, plus: +0.036%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.045%, plus: +0.044%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.060%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.067%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.057%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.036%, plus: +0.272%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.057%, plus: +0.050%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.277%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.246%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.513%, plus: -0.753%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.357%, plus: +0.187%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.716%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +3.835%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.128%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.119%, plus: -0.393%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +8.340%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.047%, plus: +0.111%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.136%, plus: +0.632%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.406%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.159%, plus: -5.159%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.220%, plus: +1.220%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.824%, plus: -0.839%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.492%, plus: +1.154%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.147%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.404%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.253%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.045%, plus: +0.044%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.504155e-02
+- header: {name: '1/SIG*DSIG/DDR_E2E1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.336701e-01
+   - value: 2.524029e-01
+   - value: 2.130156e-01
+   - value: 2.092321e-01
+   - value: 2.233262e-01
+   - value: 2.505022e-01
+   - value: 2.843363e-01
+   - value: 3.195820e-01
+   - value: 3.479746e-01
+   - value: 3.763583e-01
+   - value: 3.336611e-01
+   - value: 2.194017e-01
+   - value: 1.619428e-01
+   - value: 1.117470e-01
+   - value: 2.427447e-02
+independent_variables:
+- header: {name: 'DR_E2E1', units: ''}
+  values:
+  - {high: 0.6, low: 0.4}
+  - {high: 0.81, low: 0.6}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.3, low: 3.06}
+  - {high: 3.57, low: 3.3}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.0, low: 4.23}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table121.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table121.yaml
new file mode 100644
index 0000000000..37f238aa51
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table121.yaml
@@ -0,0 +1,685 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.751000e-03}
+  - {value: 5.675000e-04}
+  - {value: 2.698000e-04}
+  - {value: 6.490000e-05}
+  - {value: -1.517000e-04}
+  - {value: -2.114000e-04}
+  - {value: 1.954000e-04}
+  - {value: -1.859000e-04}
+  - {value: -6.853000e-04}
+  - {value: -6.037000e-04}
+  - {value: -5.244000e-05}
+  - {value: -9.360000e-05}
+  - {value: -2.558000e-04}
+  - {value: -1.145000e-05}
+  - {value: 2.050000e-05}
+  - {value: 5.675000e-04}
+  - {value: 9.591000e-04}
+  - {value: 2.284000e-04}
+  - {value: 7.019000e-05}
+  - {value: -1.929000e-04}
+  - {value: -1.914000e-04}
+  - {value: 1.020000e-04}
+  - {value: -2.280000e-04}
+  - {value: -3.821000e-04}
+  - {value: -3.461000e-04}
+  - {value: 6.519000e-05}
+  - {value: -9.704000e-05}
+  - {value: -1.488000e-04}
+  - {value: -1.933000e-05}
+  - {value: 1.857000e-05}
+  - {value: 2.698000e-04}
+  - {value: 2.284000e-04}
+  - {value: 4.859000e-04}
+  - {value: -1.545000e-05}
+  - {value: -8.442000e-05}
+  - {value: -1.038000e-04}
+  - {value: 6.185000e-05}
+  - {value: -1.576000e-04}
+  - {value: -1.664000e-04}
+  - {value: -3.260000e-04}
+  - {value: 9.728000e-06}
+  - {value: -1.570000e-05}
+  - {value: -5.835000e-05}
+  - {value: 5.893000e-07}
+  - {value: 1.454000e-05}
+  - {value: 6.490000e-05}
+  - {value: 7.019000e-05}
+  - {value: -1.545000e-05}
+  - {value: 4.282000e-04}
+  - {value: -1.231000e-04}
+  - {value: 5.937000e-05}
+  - {value: 8.362000e-05}
+  - {value: 4.049000e-06}
+  - {value: -1.541000e-04}
+  - {value: -9.308000e-05}
+  - {value: 2.935000e-05}
+  - {value: -9.421000e-05}
+  - {value: -6.816000e-05}
+  - {value: -3.286000e-05}
+  - {value: -7.332000e-06}
+  - {value: -1.517000e-04}
+  - {value: -1.929000e-04}
+  - {value: -8.442000e-05}
+  - {value: -1.231000e-04}
+  - {value: 3.959000e-04}
+  - {value: -3.887000e-05}
+  - {value: -1.111000e-04}
+  - {value: 8.634000e-06}
+  - {value: 1.094000e-04}
+  - {value: 3.622000e-05}
+  - {value: -1.164000e-04}
+  - {value: 4.356000e-05}
+  - {value: 5.033000e-05}
+  - {value: 1.329000e-05}
+  - {value: -5.258000e-07}
+  - {value: -2.114000e-04}
+  - {value: -1.914000e-04}
+  - {value: -1.038000e-04}
+  - {value: 5.937000e-05}
+  - {value: -3.887000e-05}
+  - {value: 5.205000e-04}
+  - {value: 5.570000e-05}
+  - {value: 1.017000e-04}
+  - {value: -9.428000e-06}
+  - {value: -8.477000e-05}
+  - {value: 1.712000e-06}
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+  - {value: -1.624000e-05}
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+  - {value: -2.449000e-05}
+  - {value: 1.954000e-04}
+  - {value: 1.020000e-04}
+  - {value: 6.185000e-05}
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+  - {value: -1.111000e-04}
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+  - {value: -3.427000e-04}
+  - {value: 8.218000e-06}
+  - {value: -8.537000e-05}
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+  - {value: -3.357000e-06}
+  - {value: -1.859000e-04}
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+  - {value: -1.302000e-05}
+  - {value: 1.105000e-04}
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+  - {value: -3.227000e-05}
+  - {value: 1.504000e-07}
+  - {value: -3.048000e-05}
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+  - {value: -5.612000e-06}
+  - {value: 1.207000e-06}
+  - {value: 1.238000e-04}
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+  - {value: 1.857000e-05}
+  - {value: 1.454000e-05}
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+  - {value: -2.437000e-05}
+  - {value: -6.862000e-06}
+  - {value: -2.603000e-05}
+  - {value: -1.337000e-05}
+  - {value: 3.101000e-06}
+  - {value: 1.705000e-06}
+  - {value: 9.530000e-07}
+  - {value: 9.446000e-06}
+independent_variables:
+- header: {name: 'DR_E2E1'}
+  values:
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+  - {high: 0.60, low: 0.40}
+  - {high: 0.60, low: 0.40}
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+  - {high: 2.49, low: 2.19}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+- header: {name: 'DR_E2E1'}
+  values:
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table122.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table122.yaml
new file mode 100644
index 0000000000..4efd781c9a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table122.yaml
@@ -0,0 +1,2097 @@
+dependent_variables:
+- header: {name: 'DSIG/DDR_E2E1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.626%}
+    - asymerror: {minus: -7.324%, plus: +7.324%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -16.099%, plus: +16.099%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.024%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.316%, plus: +0.317%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.434%, plus: +0.437%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.412%, plus: +0.592%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.049%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.298%, plus: -1.729%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.921%, plus: -0.915%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.372%, plus: +1.350%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.059%, plus: +2.059%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.353%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +5.184%, plus: -2.580%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.239%, plus: -0.293%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.625%, plus: +1.189%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.886%, plus: +5.886%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.996%, plus: +0.999%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.872%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.732%, plus: +1.748%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.169%, plus: -0.169%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.317%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.141%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.583%, plus: -0.538%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.774%, plus: +0.949%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: +0.057%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.355%, plus: +0.401%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.307%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.559%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.354%, plus: +2.361%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.487%, plus: +2.267%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.695%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.060%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.410%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.989%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.052%, plus: -0.452%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.170%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.728%, plus: -2.728%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -13.479%, plus: +13.479%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.243%, plus: +5.589%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.298%, plus: +0.298%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.136%, plus: +0.136%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.986%, plus: +2.859%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.447%, plus: -0.446%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.707%, plus: -0.847%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.300%, plus: +0.341%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.704%, plus: -0.452%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.111%, plus: +5.186%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.425%, plus: +0.426%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.171608e-01
+  - errors:
+    - {label: stat, symerror: +5.639%}
+    - asymerror: {minus: -1.844%, plus: +1.844%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -13.513%, plus: +13.513%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.284%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.335%, plus: +0.334%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.486%, plus: +0.487%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.144%, plus: -0.144%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.578%, plus: +0.482%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.856%, plus: -0.664%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.144%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.895%, plus: -0.888%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.395%, plus: +1.461%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.977%, plus: +1.977%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.351%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.738%, plus: -3.103%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.583%, plus: +0.697%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.560%, plus: +0.517%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.399%, plus: +5.399%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.062%, plus: +1.064%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.301%, plus: +1.492%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.800%, plus: +1.816%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.184%, plus: -0.184%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.044%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.830%, plus: -0.478%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.668%, plus: +0.922%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.197%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.285%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.908%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.792%, plus: +0.529%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.735%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.043%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.463%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.825%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.393%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.754%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.780%, plus: -4.292%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.047%, plus: +0.069%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.074%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.202%, plus: -0.288%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.858%, plus: -3.858%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.274%, plus: +7.274%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.507%, plus: +4.046%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.490%, plus: +0.492%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.027%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.462%, plus: +1.638%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.463%, plus: -0.462%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.059%, plus: -0.281%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.225%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.213%, plus: -0.483%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.580%, plus: +3.115%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.430%, plus: +0.431%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.082642e-01
+  - errors:
+    - {label: stat, symerror: +6.148%}
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.656%, plus: +10.656%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.350%, plus: +0.447%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.313%, plus: +0.314%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.448%, plus: +0.448%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.133%, plus: -0.133%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.339%, plus: +0.496%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.411%, plus: +1.056%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.616%, plus: -0.575%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.008%, plus: -1.001%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.394%, plus: +1.311%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.044%, plus: +2.044%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.538%, plus: +0.267%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.265%, plus: -3.505%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.281%, plus: +0.869%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.012%, plus: +6.012%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.029%, plus: +1.032%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.707%, plus: +0.285%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.735%, plus: +1.750%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.198%, plus: -0.198%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.156%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.126%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.119%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.714%, plus: -0.634%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.237%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.631%, plus: +0.568%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.104%, plus: +0.172%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.811%, plus: -0.960%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.917%, plus: +0.963%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.705%, plus: -0.474%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +1.101%, plus: -2.874%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.595%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.893%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.439%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.845%, plus: -2.435%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.128%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.135%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.359%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.138%, plus: -5.138%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.005%, plus: +10.005%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.845%, plus: +3.929%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.468%, plus: +0.470%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.532%, plus: +2.200%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.434%, plus: -0.434%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.218%, plus: -0.187%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.329%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.093%, plus: +3.558%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.155%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.390%, plus: +0.391%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.447128e-01
+  - errors:
+    - {label: stat, symerror: +5.682%}
+    - asymerror: {minus: -2.338%, plus: +2.338%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.682%, plus: -5.682%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.388%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.259%, plus: +0.259%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.489%, plus: +0.489%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.108%, plus: -0.108%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.397%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.467%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.492%, plus: -1.591%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.851%, plus: -0.845%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.454%, plus: +1.434%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.959%, plus: +1.959%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.145%, plus: -5.027%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.442%, plus: +1.072%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.195%, plus: +5.195%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.955%, plus: +0.959%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.096%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.771%, plus: +1.787%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.193%, plus: -0.193%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.328%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.258%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.557%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.631%, plus: +0.100%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.025%, plus: -0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.891%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.748%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.070%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.681%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.738%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.996%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.904%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.760%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.120%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.972%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -4.571%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.612%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.042%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.602%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.320%, plus: +0.320%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.222%, plus: +7.222%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.777%, plus: +2.964%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.359%, plus: +0.360%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.032%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -3.047%, plus: +0.553%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.460%, plus: -0.460%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.472%, plus: +1.008%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.596%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.122%, plus: -0.634%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.057%, plus: +3.651%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.435%, plus: +0.436%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.500986e-01
+  - errors:
+    - {label: stat, symerror: +5.701%}
+    - asymerror: {minus: -4.029%, plus: +4.029%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.449%, plus: +2.449%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.370%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.248%, plus: +0.248%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.432%, plus: +0.432%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.098%, plus: -0.098%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.650%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.172%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.915%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.050%, plus: -1.045%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.377%, plus: +1.303%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.748%, plus: +1.748%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.450%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.122%, plus: -3.128%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.559%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.277%, plus: +0.679%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.618%, plus: +5.618%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.945%, plus: +0.951%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.714%, plus: +1.730%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.192%, plus: -0.192%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.005%, plus: +0.273%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.377%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.549%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.436%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.012%, plus: +0.246%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.498%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.035%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.046%, plus: +0.471%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.006%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.481%, plus: +0.577%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.952%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.556%, plus: +0.481%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.142%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.293%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +1.756%, plus: -0.776%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.001%, plus: +0.119%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.789%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.032%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.534%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.030%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.329%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.166%, plus: -8.166%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.283%, plus: +11.283%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.879%, plus: +4.122%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.315%, plus: +0.315%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.144%, plus: +0.144%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.610%, plus: +2.490%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.441%, plus: -0.440%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.112%, plus: -0.140%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.369%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.375%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.635%, plus: +4.306%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.417%, plus: +0.418%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.424261e-01
+  - errors:
+    - {label: stat, symerror: +4.925%}
+    - asymerror: {minus: -1.558%, plus: +1.558%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.683%, plus: +1.683%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.279%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.326%, plus: +0.327%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.526%, plus: +0.528%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.374%, plus: +0.272%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -2.092%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.380%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.943%, plus: -0.937%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.403%, plus: +1.328%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.638%, plus: +1.638%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.499%, plus: +0.092%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.283%, plus: -3.538%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.736%, plus: +0.615%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.844%, plus: +4.844%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.023%, plus: +1.027%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: +0.137%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.735%, plus: +1.750%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.185%, plus: -0.185%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.088%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.298%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.367%, plus: -0.495%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.260%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.485%, plus: +0.437%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.824%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -2.218%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -3.167%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.133%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.283%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -5.395%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.302%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.191%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.336%, plus: -2.274%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.041%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.078%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.026%, plus: -0.200%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.619%, plus: -0.619%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.109%, plus: +10.109%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.248%, plus: +3.175%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.444%, plus: +0.445%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.689%, plus: +1.056%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.428%, plus: -0.427%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.184%, plus: -0.239%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.610%, plus: +3.939%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.087%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.417%, plus: +0.418%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.006564e-01
+  - errors:
+    - {label: stat, symerror: +4.669%}
+    - asymerror: {minus: -1.071%, plus: +1.071%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.626%, plus: -6.626%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.322%, plus: +0.336%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.277%, plus: +0.277%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.483%, plus: +0.483%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.104%, plus: -0.104%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.874%, plus: +0.240%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.738%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.033%, plus: -1.026%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.365%, plus: +1.330%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.506%, plus: +1.506%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.511%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.051%, plus: -3.227%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.316%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.601%, plus: +0.375%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.506%, plus: +4.506%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.916%, plus: +0.919%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.597%, plus: +0.208%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.704%, plus: +1.718%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.192%, plus: -0.192%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.198%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.114%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.310%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.023%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.326%, plus: -0.621%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.339%, plus: +0.290%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.963%, plus: +0.356%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.030%, plus: -0.026%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.733%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.171%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.631%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.820%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.896%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.572%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.011%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.268%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.148%, plus: -5.007%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.067%, plus: -0.127%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.398%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.089%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.176%, plus: -0.540%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.212%, plus: -1.212%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.708%, plus: +10.708%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.395%, plus: +3.608%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.395%, plus: +0.396%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.483%, plus: +0.873%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.423%, plus: -0.422%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.165%, plus: -0.246%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.118%, plus: -0.173%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.320%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.589%, plus: +3.455%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.052%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.411%, plus: +0.412%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.265763e-01
+  - errors:
+    - {label: stat, symerror: +4.205%}
+    - asymerror: {minus: -4.249%, plus: +4.249%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.367%, plus: +2.367%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.238%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.298%, plus: +0.298%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.435%, plus: +0.436%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.403%, plus: +0.496%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.253%, plus: -0.058%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.166%, plus: -1.158%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.329%, plus: +1.284%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.404%, plus: +1.404%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.224%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.661%, plus: -4.340%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.628%, plus: -0.024%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.708%, plus: +0.738%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.399%, plus: +4.399%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.952%, plus: +0.956%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.535%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.677%, plus: +1.692%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.197%, plus: -0.196%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.003%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.305%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.149%, plus: +0.313%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.232%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.658%, plus: -0.604%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.040%, plus: +0.225%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.034%, plus: -0.035%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.850%, plus: +0.839%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.541%, plus: +0.478%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.215%, plus: -0.260%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.750%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.164%, plus: -1.229%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.370%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.290%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.476%, plus: +0.410%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.042%, plus: +0.384%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.803%, plus: -1.394%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.108%, plus: +0.276%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.560%, plus: -0.387%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.469%, plus: -3.469%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.935%, plus: +8.935%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.038%, plus: +4.602%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.492%, plus: +0.494%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.072%, plus: +1.908%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.372%, plus: -0.371%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.222%, plus: -0.289%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.246%, plus: -0.233%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.284%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.066%, plus: +4.574%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.069%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.381%, plus: +0.382%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.937263e-01
+  - errors:
+    - {label: stat, symerror: +4.503%}
+    - asymerror: {minus: -0.780%, plus: +0.780%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.360%, plus: +0.360%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.034%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.267%, plus: +0.267%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.436%, plus: +0.437%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.254%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.645%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.521%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.241%, plus: -1.234%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.313%, plus: +1.292%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.336%, plus: +1.336%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.416%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.131%, plus: -3.404%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.072%, plus: +0.118%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.948%, plus: +0.529%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.744%, plus: +4.744%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.929%, plus: +0.932%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.704%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.667%, plus: +1.682%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.207%, plus: -0.207%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.004%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.185%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.162%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.252%, plus: +0.460%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.695%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.667%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.723%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.331%, plus: -0.847%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.424%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.841%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.907%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.546%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.559%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.274%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.209%, plus: -2.870%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.011%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.002%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.132%, plus: -8.132%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.351%, plus: +8.351%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.084%, plus: +4.450%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.330%, plus: +0.330%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.119%, plus: +0.119%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.384%, plus: +1.466%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.364%, plus: -0.364%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.441%, plus: +0.526%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.051%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.525%, plus: +4.949%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.372%, plus: +0.373%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.846587e-01
+  - errors:
+    - {label: stat, symerror: +4.156%}
+    - asymerror: {minus: -5.919%, plus: +5.919%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.610%, plus: -1.610%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.087%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.287%, plus: +0.287%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.474%, plus: +0.474%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.408%, plus: +0.398%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.305%, plus: -1.758%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.323%, plus: -1.316%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.288%, plus: +1.260%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.341%, plus: +1.341%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.197%, plus: +0.113%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.425%, plus: -3.309%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.680%, plus: -0.253%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.797%, plus: +0.609%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.967%, plus: +4.967%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.873%, plus: +0.877%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.078%, plus: +0.138%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.661%, plus: +1.677%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.210%, plus: -0.210%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.062%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.310%, plus: -0.198%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.031%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.310%, plus: +0.420%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.038%, plus: -0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.276%, plus: -0.792%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.484%, plus: +0.217%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.944%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.813%, plus: +0.099%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.022%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.410%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.201%, plus: -0.486%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.384%, plus: -0.536%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.716%, plus: -4.885%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.066%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.088%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.025%, plus: -7.025%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.475%, plus: +4.475%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.573%, plus: +4.832%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.462%, plus: +0.467%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.396%, plus: +1.837%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.335%, plus: -0.335%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.064%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.326%, plus: -0.328%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.178%, plus: +4.738%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.352%, plus: +0.352%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.882990e-01
+  - errors:
+    - {label: stat, symerror: +4.602%}
+    - asymerror: {minus: -1.309%, plus: +1.309%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.942%, plus: +5.942%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.231%, plus: +0.252%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.279%, plus: +0.280%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.383%, plus: +0.384%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.448%, plus: +0.277%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.772%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.649%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.338%, plus: -1.331%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.349%, plus: +1.327%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.512%, plus: +1.512%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.319%, plus: +0.821%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.746%, plus: -3.275%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.379%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.739%, plus: +1.361%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.448%, plus: +5.448%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.911%, plus: +0.915%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.909%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.630%, plus: +1.645%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.208%, plus: -0.207%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.080%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.066%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.426%, plus: -0.386%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.052%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.602%, plus: +0.838%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.050%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.673%, plus: -0.277%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.200%, plus: +0.879%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.771%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.279%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.491%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.597%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.506%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.214%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.290%, plus: +0.532%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.403%, plus: -0.153%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.501%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.071%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.029%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.566%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.651%, plus: -3.651%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.635%, plus: +7.635%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.832%, plus: +5.391%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.283%, plus: +0.282%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.968%, plus: +2.021%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.341%, plus: -0.340%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.577%, plus: -0.286%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.246%, plus: -0.227%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.976%, plus: +5.489%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.020%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.354%, plus: +0.355%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.393748e-01
+  - errors:
+    - {label: stat, symerror: +5.632%}
+    - asymerror: {minus: +1.868%, plus: -1.868%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.185%, plus: +4.185%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.203%, plus: +0.533%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.296%, plus: +0.296%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.531%, plus: +0.534%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.111%, plus: -0.112%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.199%, plus: +0.372%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.092%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.744%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.191%, plus: -1.186%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.368%, plus: +1.362%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.781%, plus: +1.781%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.299%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.857%, plus: -4.909%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.260%, plus: +0.743%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.494%, plus: +6.494%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.889%, plus: +0.891%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.728%, plus: +1.744%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.220%, plus: -0.220%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.141%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.222%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.041%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.214%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.563%, plus: -0.597%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.152%, plus: +0.401%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.505%, plus: +0.444%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.046%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.313%, plus: -0.593%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.038%, plus: +0.324%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.249%, plus: -1.471%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.270%, plus: +0.645%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.598%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.718%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.291%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.108%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.616%, plus: -1.656%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.056%, plus: +0.630%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.177%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.634%, plus: -0.442%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.090%, plus: -8.090%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.106%, plus: +10.106%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.604%, plus: +4.668%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.423%, plus: +0.424%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.307%, plus: +1.626%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.380%, plus: -0.379%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.349%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.437%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.201%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.012%, plus: +4.626%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.102%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.369%, plus: +0.369%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.713383e-01
+  - errors:
+    - {label: stat, symerror: +6.439%}
+    - asymerror: {minus: +0.880%, plus: -0.880%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.515%, plus: +1.515%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.281%, plus: +0.282%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.501%, plus: +0.504%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.146%, plus: +0.231%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.716%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.768%, plus: -2.743%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.097%, plus: -1.092%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.422%, plus: +1.410%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.081%, plus: +2.081%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.450%, plus: -0.482%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.507%, plus: -3.394%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.337%, plus: -0.784%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.070%, plus: +0.718%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.312%, plus: +7.312%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.023%, plus: +1.028%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.388%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.732%, plus: +1.749%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.201%, plus: -0.201%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.018%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.193%, plus: -0.365%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.285%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.110%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -2.150%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.706%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.916%, plus: +0.050%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.606%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.163%, plus: -3.013%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -5.752%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -4.100%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -2.154%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.508%, plus: -1.306%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.384%, plus: -2.868%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.912%, plus: -5.579%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.011%, plus: +0.095%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.168%, plus: -0.417%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.394%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.182%, plus: -8.182%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.264%, plus: +9.264%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.229%, plus: +3.597%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.470%, plus: +0.473%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.806%, plus: +1.290%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.367%, plus: -0.367%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.197%, plus: +0.122%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.690%, plus: +0.226%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.106%, plus: -0.298%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.932%, plus: +4.252%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.235%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.372%, plus: +0.373%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.005016e-01
+  - errors:
+    - {label: stat, symerror: +6.456%}
+    - asymerror: {minus: -2.127%, plus: +2.127%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.774%, plus: +4.774%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.252%, plus: +0.252%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.556%, plus: +0.556%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.396%, plus: +0.376%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.668%, plus: -0.061%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.993%, plus: -1.020%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.013%, plus: -1.008%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.432%, plus: +1.411%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.035%, plus: +2.035%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.651%, plus: +0.011%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.173%, plus: -2.731%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.413%, plus: +0.128%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.997%, plus: +6.997%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.953%, plus: +0.956%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.181%, plus: -0.364%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.764%, plus: +1.780%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.217%, plus: -0.216%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.001%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.166%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.144%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.054%, plus: -0.258%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.010%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.476%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.028%, plus: +0.283%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.212%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.092%, plus: +1.036%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.346%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.291%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.477%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.212%, plus: -0.074%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.810%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.436%, plus: -3.475%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.395%, plus: -0.666%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.131%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.411%, plus: +0.290%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.723%, plus: -6.723%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.028%, plus: +10.028%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.793%, plus: +3.376%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.042%, plus: -0.043%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.577%, plus: +0.567%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.926%, plus: +1.890%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.428%, plus: -0.427%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.526%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.234%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.179%, plus: -0.532%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.500%, plus: +2.433%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.105%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.399%, plus: +0.400%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.322048e-01
+  - errors:
+    - {label: stat, symerror: +5.970%}
+    - asymerror: {minus: -0.913%, plus: +0.913%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.477%, plus: +9.477%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.151%, plus: +0.278%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.222%, plus: +0.224%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.482%, plus: +0.485%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.120%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.532%, plus: +0.326%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.807%, plus: -0.964%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +1.203%, plus: -0.583%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.959%, plus: -0.955%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.463%, plus: +1.438%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.954%, plus: +1.954%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.266%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.791%, plus: -4.221%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.150%, plus: -0.446%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.190%, plus: +1.238%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.885%, plus: +6.885%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.889%, plus: +0.893%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.691%, plus: +0.289%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.753%, plus: +1.769%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.206%, plus: -0.205%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.111%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.122%, plus: +0.249%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.315%, plus: -0.258%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.246%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.545%, plus: +0.790%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.063%, plus: +0.046%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.468%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.498%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.778%, plus: -0.919%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.586%, plus: +0.162%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.697%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.367%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.280%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.128%, plus: -0.806%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.086%, plus: -0.359%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +6.034%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.048%, plus: +0.111%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.128%, plus: +0.644%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.104%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.587%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.920%, plus: -9.920%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.327%, plus: +10.327%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.293%, plus: +3.326%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.544%, plus: +0.547%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.217%, plus: +2.900%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.446%, plus: -0.445%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.087%, plus: -0.165%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.434%, plus: -0.131%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.401%, plus: +4.074%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.097%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.437%, plus: +0.438%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.033210e-02
+- header: {name: 'DSIG/DDR_E2E1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
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+   - value: 2.422779e-01
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+   - value: 1.841891e-01
+   - value: 1.270978e-01
+   - value: 2.760909e-02
+independent_variables:
+- header: {name: 'DR_E2E1', units: ''}
+  values:
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+  - {high: 4.23, low: 3.84}
+  - {high: 6.0, low: 4.23}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table123.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table123.yaml
new file mode 100644
index 0000000000..407551fb91
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table123.yaml
@@ -0,0 +1,685 @@
+dependent_variables:
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+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+  - {high: 6.00, low: 4.23}
+- header: {name: 'DR_E2E1'}
+  values:
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
+  - {high: 0.60, low: 0.40}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.05, low: 0.81}
+  - {high: 1.29, low: 1.05}
+  - {high: 1.59, low: 1.29}
+  - {high: 1.89, low: 1.59}
+  - {high: 2.19, low: 1.89}
+  - {high: 2.49, low: 2.19}
+  - {high: 2.79, low: 2.49}
+  - {high: 3.06, low: 2.79}
+  - {high: 3.30, low: 3.06}
+  - {high: 3.57, low: 3.30}
+  - {high: 3.84, low: 3.57}
+  - {high: 4.23, low: 3.84}
+  - {high: 6.00, low: 4.23}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table124.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table124.yaml
new file mode 100644
index 0000000000..06405877a9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table124.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DDR_E3E1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.462%}
+    - asymerror: {minus: +3.838%, plus: -3.838%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.220%, plus: +0.220%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.149%, plus: -0.143%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.058%, plus: +0.057%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.041%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.270%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.709%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.168%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.269%, plus: +0.277%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.083%, plus: +0.099%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.092%, plus: +1.092%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.300%, plus: +0.062%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.018%, plus: -0.646%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.054%, plus: -0.270%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.659%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.346%, plus: +4.346%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.077%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.072%, plus: +0.070%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.081%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.059%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.009%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.164%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.177%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.367%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.037%, plus: -0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.490%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.938%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.020%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.968%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.007%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.958%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.691%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.657%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.409%, plus: +1.764%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.080%, plus: -0.093%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.050%, plus: -0.202%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.079%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.118%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -5.100%, plus: +5.100%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.653%, plus: +0.555%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.016%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.250%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.284%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.090%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.633%, plus: +0.482%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.122%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.476491e-01
+  - errors:
+    - {label: stat, symerror: +4.542%}
+    - asymerror: {minus: -1.187%, plus: +1.187%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.076%, plus: +1.076%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.200%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.007%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.069%, plus: -0.027%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.381%, plus: +0.491%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.218%, plus: -0.516%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.021%, plus: +0.022%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.025%, plus: -0.040%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.334%, plus: +1.334%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.407%, plus: -0.194%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.691%, plus: +5.691%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.674%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.020%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.145%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.169%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.213%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.032%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.065%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.188%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.417%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.828%, plus: +0.010%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.250%, plus: -0.495%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.392%, plus: +0.442%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.943%, plus: +0.706%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.531%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.222%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.068%, plus: +0.420%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.201%, plus: -0.279%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.039%, plus: -0.650%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.268%, plus: +0.205%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.122%, plus: -0.386%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.102%, plus: +2.102%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.040%, plus: +3.040%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.496%, plus: +0.283%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.036%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.531%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.252%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.097%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.076%, plus: +0.636%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.739654e-01
+  - errors:
+    - {label: stat, symerror: +4.277%}
+    - asymerror: {minus: -0.297%, plus: +0.297%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.381%, plus: +1.381%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.165%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.390%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.699%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.218%, plus: +1.298%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.137%, plus: -0.140%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.041%, plus: -0.065%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.111%, plus: +1.111%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.112%, plus: +1.208%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.131%, plus: +0.129%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.054%, plus: +0.052%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.961%, plus: +4.961%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.011%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.613%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.034%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.072%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.215%, plus: -0.289%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.244%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.175%, plus: +0.043%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.071%, plus: +0.242%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.565%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.719%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.438%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.131%, plus: -0.018%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.364%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.283%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.769%, plus: -0.087%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.121%, plus: +0.455%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.709%, plus: -0.429%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.045%, plus: +0.072%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.008%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.057%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.084%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.772%, plus: -3.772%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.139%, plus: -3.139%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.638%, plus: -0.833%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.005%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.922%, plus: -0.506%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.043%, plus: -0.088%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.134%, plus: -0.259%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.193%, plus: -0.743%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.104%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.904648e-01
+  - errors:
+    - {label: stat, symerror: +4.370%}
+    - asymerror: {minus: -3.311%, plus: +3.311%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.923%, plus: -3.923%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.401%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.858%, plus: -0.178%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.202%, plus: -0.207%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.054%, plus: -0.038%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.209%, plus: +1.209%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.112%, plus: -0.161%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.168%, plus: -0.182%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.617%, plus: -0.051%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.517%, plus: +5.517%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.354%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.054%, plus: -0.052%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.029%, plus: +0.221%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.234%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.287%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.435%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.020%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.514%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.036%, plus: +0.799%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.511%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.922%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.388%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.900%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.250%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.081%, plus: +0.720%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.055%, plus: -5.573%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.089%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.001%, plus: +0.458%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.687%, plus: -0.687%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.133%, plus: +0.133%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.240%, plus: +0.075%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.696%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.329%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.411%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.369%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.321849e-01
+  - errors:
+    - {label: stat, symerror: +6.625%}
+    - asymerror: {minus: -1.410%, plus: +1.410%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.001%, plus: -0.541%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.040%, plus: -0.039%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.029%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.204%, plus: -0.022%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.074%, plus: +0.309%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.124%, plus: +1.765%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.029%, plus: -0.031%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.020%, plus: -0.051%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.814%, plus: +1.814%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.344%, plus: -0.363%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +1.108%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.066%, plus: +0.639%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.226%, plus: +0.718%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.326%, plus: +8.326%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.017%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.555%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.180%, plus: -0.290%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.045%, plus: -0.444%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.040%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.033%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.426%, plus: +0.007%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +1.616%, plus: -0.964%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.885%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.741%, plus: -0.147%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.973%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.271%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.351%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.025%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.276%, plus: -0.237%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.605%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.096%, plus: +3.572%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.112%, plus: -0.780%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.012%, plus: -0.231%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.355%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.983%, plus: -3.983%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.214%, plus: -0.203%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.883%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.072%, plus: +0.191%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.403%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.307%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.323%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.580087e-01
+  - errors:
+    - {label: stat, symerror: +8.299%}
+    - asymerror: {minus: +2.420%, plus: -2.420%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.977%, plus: +3.977%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.091%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.025%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.579%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.788%, plus: +0.846%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.391%, plus: -2.030%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.082%, plus: +0.083%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.097%, plus: +0.158%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.445%, plus: +2.445%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.587%, plus: -1.978%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.664%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.476%, plus: -0.558%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -11.222%, plus: +11.222%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.079%, plus: +0.080%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +1.135%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.094%, plus: +0.092%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.147%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.342%, plus: +0.644%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.113%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.853%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.122%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.945%, plus: +0.858%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.837%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.992%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.171%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.784%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.553%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.881%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.885%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.157%, plus: -1.526%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +8.680%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.344%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.406%, plus: +0.593%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.665%, plus: -3.665%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.076%, plus: +2.076%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.509%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.038%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +2.268%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.030%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.336%, plus: +0.029%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.133%, plus: +0.361%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.045%, plus: +0.575%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.387%, plus: -0.284%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.302%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.401759e-02
+- header: {name: '1/SIG*DSIG/DDR_E3E1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.251660e-01
+   - value: 2.642345e-01
+   - value: 3.330065e-01
+   - value: 3.370812e-01
+   - value: 1.638488e-01
+   - value: 3.200765e-02
+independent_variables:
+- header: {name: 'DR_E3E1', units: ''}
+  values:
+  - {high: 1.47, low: 0.4}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.0, low: 3.99}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table125.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table125.yaml
new file mode 100644
index 0000000000..0d44d59ade
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table125.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.551000e-04}
+  - {value: -1.242000e-05}
+  - {value: -2.254000e-04}
+  - {value: -1.681000e-04}
+  - {value: -1.064000e-04}
+  - {value: -2.903000e-05}
+  - {value: -1.242000e-05}
+  - {value: 5.208000e-04}
+  - {value: -2.427000e-04}
+  - {value: -1.342000e-04}
+  - {value: -1.070000e-04}
+  - {value: -1.269000e-05}
+  - {value: -2.254000e-04}
+  - {value: -2.427000e-04}
+  - {value: 7.013000e-04}
+  - {value: -1.017000e-04}
+  - {value: 1.796000e-05}
+  - {value: -5.612000e-06}
+  - {value: -1.681000e-04}
+  - {value: -1.342000e-04}
+  - {value: -1.017000e-04}
+  - {value: 6.815000e-04}
+  - {value: -7.374000e-05}
+  - {value: -1.444000e-05}
+  - {value: -1.064000e-04}
+  - {value: -1.070000e-04}
+  - {value: 1.796000e-05}
+  - {value: -7.374000e-05}
+  - {value: 3.777000e-04}
+  - {value: -4.867000e-06}
+  - {value: -2.903000e-05}
+  - {value: -1.269000e-05}
+  - {value: -5.612000e-06}
+  - {value: -1.444000e-05}
+  - {value: -4.867000e-06}
+  - {value: 2.723000e-05}
+independent_variables:
+- header: {name: 'DR_E3E1'}
+  values:
+  - {high: 1.47, low: 0.40}
+  - {high: 1.47, low: 0.40}
+  - {high: 1.47, low: 0.40}
+  - {high: 1.47, low: 0.40}
+  - {high: 1.47, low: 0.40}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 2.79, low: 2.13}
+  - {high: 2.79, low: 2.13}
+  - {high: 2.79, low: 2.13}
+  - {high: 2.79, low: 2.13}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 3.99, low: 3.39}
+  - {high: 3.99, low: 3.39}
+  - {high: 3.99, low: 3.39}
+  - {high: 3.99, low: 3.39}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 6.00, low: 3.99}
+  - {high: 6.00, low: 3.99}
+  - {high: 6.00, low: 3.99}
+  - {high: 6.00, low: 3.99}
+  - {high: 6.00, low: 3.99}
+- header: {name: 'DR_E3E1'}
+  values:
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table126.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table126.yaml
new file mode 100644
index 0000000000..60e2eb504e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table126.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'DSIG/DDR_E3E1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.722%}
+    - asymerror: {minus: +2.232%, plus: -2.232%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.780%, plus: +1.780%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.045%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.356%, plus: +0.357%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.518%, plus: +0.521%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.104%, plus: -0.104%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.705%, plus: +0.507%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.693%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.256%, plus: -1.956%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.118%, plus: -1.111%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.558%, plus: +1.552%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.189%, plus: +1.189%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.445%, plus: +0.113%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.951%, plus: -4.611%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.159%, plus: -0.343%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.365%, plus: +0.421%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.512%, plus: +4.512%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.022%, plus: +1.026%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.558%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.702%, plus: +1.716%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.180%, plus: -0.180%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.020%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.002%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.177%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.425%, plus: -0.657%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.039%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.050%, plus: -0.051%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -1.041%, plus: +0.737%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.028%, plus: -0.054%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.028%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.263%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.575%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.562%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.446%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.299%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.626%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.045%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.715%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.836%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.609%, plus: -1.980%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.085%, plus: -0.122%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.034%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.081%, plus: -0.195%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.417%, plus: +3.417%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.940%, plus: +10.940%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.120%, plus: +5.473%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.470%, plus: +0.475%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.272%, plus: +1.983%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.404%, plus: -0.403%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.121%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.270%, plus: -0.429%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.146%, plus: +5.230%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.089%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.376%, plus: +0.377%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.453567e-01
+  - errors:
+    - {label: stat, symerror: +4.829%}
+    - asymerror: {minus: -2.877%, plus: +2.877%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.649%, plus: +2.649%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.392%, plus: +0.342%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.308%, plus: +0.309%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.471%, plus: +0.472%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.052%, plus: -0.053%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.368%, plus: +0.487%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.331%, plus: +0.508%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.510%, plus: -1.310%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.369%, plus: -1.363%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.452%, plus: +1.410%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.420%, plus: +1.420%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.314%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.355%, plus: -4.177%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.495%, plus: +0.967%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.997%, plus: +5.997%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.921%, plus: +0.924%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.546%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.612%, plus: +1.626%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.172%, plus: -0.172%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.207%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.044%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.206%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.199%, plus: -0.177%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.434%, plus: -0.402%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.197%, plus: +0.331%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.042%, plus: -0.043%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.790%, plus: +0.545%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.913%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.612%, plus: -0.541%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.820%, plus: +0.404%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.182%, plus: +0.365%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.130%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.770%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.271%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.092%, plus: +0.301%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.256%, plus: -0.459%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.066%, plus: -4.306%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.332%, plus: +0.204%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.167%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.321%, plus: -0.603%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.467%, plus: +0.467%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -14.316%, plus: +14.316%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.970%, plus: +5.188%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.491%, plus: +0.493%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.311%, plus: +1.556%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.358%, plus: -0.358%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.409%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.066%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.251%, plus: -0.301%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.661%, plus: +5.392%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.152%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.343%, plus: +0.344%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.608030e-01
+  - errors:
+    - {label: stat, symerror: +4.583%}
+    - asymerror: {minus: -1.971%, plus: +1.971%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.959%, plus: +2.959%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.358%, plus: +0.229%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.272%, plus: +0.273%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.454%, plus: +0.456%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.825%, plus: +0.481%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.749%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.491%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.530%, plus: -1.523%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.435%, plus: +1.385%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.187%, plus: +1.187%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.095%, plus: +0.203%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.776%, plus: -2.830%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.026%, plus: +0.055%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.764%, plus: +0.790%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.339%, plus: +5.339%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.935%, plus: +0.938%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.775%, plus: +0.199%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.598%, plus: +1.612%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.189%, plus: -0.189%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.105%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.134%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.017%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.088%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.681%, plus: -0.769%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.376%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.850%, plus: +0.778%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.101%, plus: +0.163%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.479%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.236%, plus: +0.673%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.356%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.294%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.194%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.744%, plus: -0.204%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.066%, plus: +0.274%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.751%, plus: -4.093%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.040%, plus: +0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.103%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.283%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.313%, plus: -5.313%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.462%, plus: +7.462%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.887%, plus: +4.017%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.460%, plus: +0.457%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.123%, plus: +1.582%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.324%, plus: -0.324%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.476%, plus: -0.555%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.450%, plus: +3.948%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.136%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.317%, plus: +0.317%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.704873e-01
+  - errors:
+    - {label: stat, symerror: +4.680%}
+    - asymerror: {minus: -5.036%, plus: +5.036%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.428%, plus: -2.428%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.048%, plus: +0.366%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.279%, plus: +0.280%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.472%, plus: +0.474%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.037%, plus: +0.554%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.909%, plus: -0.162%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.317%, plus: -0.586%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.596%, plus: -1.589%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.423%, plus: +1.412%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.286%, plus: +1.286%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.048%, plus: -4.145%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.273%, plus: -0.255%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.097%, plus: +0.686%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.940%, plus: +5.940%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.871%, plus: +0.874%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.781%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.578%, plus: +1.593%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.179%, plus: -0.179%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.090%, plus: +0.293%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.255%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.542%, plus: -0.195%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.390%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.244%, plus: +0.847%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: +0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.483%, plus: -0.053%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.122%, plus: +0.745%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.122%, plus: +0.076%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.488%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.046%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.216%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.762%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.026%, plus: +0.539%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.083%, plus: -9.047%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.065%, plus: +0.457%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.035%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.444%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.278%, plus: -2.278%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.091%, plus: +11.091%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.725%, plus: +4.970%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.416%, plus: +0.417%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.709%, plus: +2.091%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.313%, plus: -0.312%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.270%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.298%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.423%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.940%, plus: +4.380%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.028%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.330%, plus: +0.331%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.949747e-01
+  - errors:
+    - {label: stat, symerror: +6.818%}
+    - asymerror: {minus: -3.104%, plus: +3.104%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.490%, plus: +1.490%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.384%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.259%, plus: +0.260%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.451%, plus: +0.451%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.088%, plus: -0.087%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.233%, plus: +0.491%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.024%, plus: +0.326%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.954%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.420%, plus: -1.414%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.456%, plus: +1.400%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.863%, plus: +1.863%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.198%, plus: -0.312%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +5.083%, plus: -3.171%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.565%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.935%, plus: +1.461%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.574%, plus: +8.574%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.929%, plus: +0.931%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.072%, plus: +0.982%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.615%, plus: +1.630%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.202%, plus: -0.202%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.118%, plus: -0.219%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.205%, plus: -0.555%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.276%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.637%, plus: +0.728%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.456%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +1.529%, plus: -1.017%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.532%, plus: +0.839%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.303%, plus: -0.185%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.729%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.385%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.643%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.113%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.251%, plus: -0.354%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.424%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.908%, plus: -0.239%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.048%, plus: -0.781%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.521%, plus: -5.521%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.948%, plus: +10.948%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.337%, plus: +4.678%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.446%, plus: +0.447%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.092%, plus: +0.092%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.819%, plus: +3.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.372%, plus: -0.371%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.095%, plus: +0.348%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.434%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.239%, plus: -0.602%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.326%, plus: +4.955%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.334%, plus: +0.334%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.274262e-02
+  - errors:
+    - {label: stat, symerror: +8.461%}
+    - asymerror: {minus: +0.790%, plus: -0.790%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.595%, plus: +5.595%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.102%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.273%, plus: +0.274%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.489%, plus: +0.492%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.116%, plus: -0.116%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.628%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.739%, plus: +0.862%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.683%, plus: -2.812%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.308%, plus: -1.303%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.572%, plus: +1.612%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.489%, plus: +2.489%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.542%, plus: -5.889%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.770%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.237%, plus: +0.175%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -11.425%, plus: +11.425%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.024%, plus: +1.029%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.970%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.723%, plus: +1.739%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.198%, plus: -0.197%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.004%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.239%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.110%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.019%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.744%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.131%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.059%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.974%, plus: +0.779%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.890%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -3.603%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.591%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.023%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.179%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.820%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.968%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.002%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.212%, plus: -1.704%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.681%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.280%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.209%, plus: +0.374%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.208%, plus: -5.208%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -13.247%, plus: +13.247%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.010%, plus: +4.971%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.417%, plus: +0.420%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.121%, plus: +0.121%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.601%, plus: +4.415%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.385%, plus: -0.384%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.360%, plus: +0.185%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.163%, plus: +0.370%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.264%, plus: +4.429%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.270%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.335%, plus: +0.335%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.996650e-02
+- header: {name: 'DSIG/DDR_E3E1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.229517e-01
+   - value: 1.442851e-01
+   - value: 1.818380e-01
+   - value: 1.840630e-01
+   - value: 8.946954e-02
+   - value: 1.747776e-02
+independent_variables:
+- header: {name: 'DR_E3E1', units: ''}
+  values:
+  - {high: 1.47, low: 0.4}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.0, low: 3.99}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table127.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table127.yaml
new file mode 100644
index 0000000000..22b633be0d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table127.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.429000e-04}
+  - {value: 5.813000e-04}
+  - {value: 3.510000e-04}
+  - {value: 6.127000e-04}
+  - {value: 2.456000e-04}
+  - {value: 6.379000e-05}
+  - {value: 5.813000e-04}
+  - {value: 9.441000e-04}
+  - {value: 5.271000e-04}
+  - {value: 8.523000e-04}
+  - {value: 3.491000e-04}
+  - {value: 9.260000e-05}
+  - {value: 3.510000e-04}
+  - {value: 5.271000e-04}
+  - {value: 6.339000e-04}
+  - {value: 6.445000e-04}
+  - {value: 2.849000e-04}
+  - {value: 7.351000e-05}
+  - {value: 6.127000e-04}
+  - {value: 8.523000e-04}
+  - {value: 6.445000e-04}
+  - {value: 1.257000e-03}
+  - {value: 4.130000e-04}
+  - {value: 1.078000e-04}
+  - {value: 2.456000e-04}
+  - {value: 3.491000e-04}
+  - {value: 2.849000e-04}
+  - {value: 4.130000e-04}
+  - {value: 3.085000e-04}
+  - {value: 4.646000e-05}
+  - {value: 6.379000e-05}
+  - {value: 9.260000e-05}
+  - {value: 7.351000e-05}
+  - {value: 1.078000e-04}
+  - {value: 4.646000e-05}
+  - {value: 2.129000e-05}
+independent_variables:
+- header: {name: 'DR_E3E1'}
+  values:
+  - {high: 1.47, low: 0.40}
+  - {high: 1.47, low: 0.40}
+  - {high: 1.47, low: 0.40}
+  - {high: 1.47, low: 0.40}
+  - {high: 1.47, low: 0.40}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 2.79, low: 2.13}
+  - {high: 2.79, low: 2.13}
+  - {high: 2.79, low: 2.13}
+  - {high: 2.79, low: 2.13}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 3.99, low: 3.39}
+  - {high: 3.99, low: 3.39}
+  - {high: 3.99, low: 3.39}
+  - {high: 3.99, low: 3.39}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 6.00, low: 3.99}
+  - {high: 6.00, low: 3.99}
+  - {high: 6.00, low: 3.99}
+  - {high: 6.00, low: 3.99}
+  - {high: 6.00, low: 3.99}
+- header: {name: 'DR_E3E1'}
+  values:
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
+  - {high: 1.47, low: 0.40}
+  - {high: 2.13, low: 1.47}
+  - {high: 2.79, low: 2.13}
+  - {high: 3.39, low: 2.79}
+  - {high: 3.99, low: 3.39}
+  - {high: 6.00, low: 3.99}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table128.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table128.yaml
new file mode 100644
index 0000000000..7a0a1228a7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table128.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRPT_E2E1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.730%}
+    - asymerror: {minus: -4.192%, plus: +4.192%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.532%, plus: -4.532%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.105%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.241%, plus: +0.241%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: +0.083%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.033%, plus: -0.382%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.525%, plus: -0.459%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.209%, plus: +0.324%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.548%, plus: +0.560%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.101%, plus: -0.127%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.820%, plus: +1.820%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.345%, plus: -0.135%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.522%, plus: +1.883%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.101%, plus: -0.237%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.320%, plus: +0.252%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.910%, plus: +3.910%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.019%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.612%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.143%, plus: +0.140%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.082%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.130%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.280%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.204%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.095%, plus: -0.094%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.018%, plus: -0.432%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.350%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.406%, plus: -0.601%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.610%, plus: +0.024%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.226%, plus: -0.001%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.979%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.550%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.763%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.563%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.905%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.994%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.746%, plus: +0.811%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.218%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.178%, plus: -2.178%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.215%, plus: +0.215%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.118%, plus: -0.034%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.354%, plus: +0.355%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.134%, plus: +0.134%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.165%, plus: -0.036%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.180%, plus: -0.181%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.087%, plus: -0.650%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.091%, plus: -0.217%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.546%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.370%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.079%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.121%, plus: +0.120%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.450058e-01
+  - errors:
+    - {label: stat, symerror: +3.032%}
+    - asymerror: {minus: -2.223%, plus: +2.223%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.795%, plus: -1.795%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.507%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.278%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.251%, plus: +0.257%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.041%, plus: -0.032%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.924%, plus: +0.924%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.266%, plus: -0.020%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.105%, plus: +0.598%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.223%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.664%, plus: +2.664%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.030%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.562%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.094%, plus: +0.092%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.015%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.088%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.364%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.114%, plus: +0.433%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.590%, plus: -0.401%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.387%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.474%, plus: -0.112%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.342%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.204%, plus: +0.203%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.009%, plus: +0.012%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.044%, plus: -1.129%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.096%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.274%, plus: -1.274%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.392%, plus: -1.392%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.833%, plus: -0.091%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.114%, plus: +0.111%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.446%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.071%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.086%, plus: -0.046%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.811%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.046%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.860865e-01
+  - errors:
+    - {label: stat, symerror: +2.403%}
+    - asymerror: {minus: -0.217%, plus: +0.217%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.837%, plus: +1.837%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.093%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.021%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.195%, plus: +0.039%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.331%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.244%, plus: +0.184%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.122%, plus: +0.125%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.003%, plus: -0.021%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.760%, plus: +0.760%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.171%, plus: +0.115%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.250%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.267%, plus: -0.029%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.400%, plus: +2.400%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.001%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.086%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.108%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.113%, plus: -0.205%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.030%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.218%, plus: +0.179%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.021%, plus: -0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.127%, plus: -0.291%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.264%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.445%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.969%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.914%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.873%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.305%, plus: -0.425%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.016%, plus: +0.087%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.206%, plus: +1.266%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.059%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.050%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.086%, plus: -0.119%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.650%, plus: +0.650%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.131%, plus: +2.131%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.414%, plus: +0.053%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.236%, plus: +0.186%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.121%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.583%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.293223e+00
+  - errors:
+    - {label: stat, symerror: +2.204%}
+    - asymerror: {minus: +0.576%, plus: -0.576%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.911%, plus: -0.911%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.014%, plus: -0.123%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.617%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.037%, plus: -0.038%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.714%, plus: +0.714%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.485%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.089%, plus: +0.078%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.381%, plus: +2.381%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.397%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.052%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.033%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.155%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.025%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.282%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.020%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.457%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.756%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.500%, plus: +0.246%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.306%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.284%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.667%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.223%, plus: -0.739%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.059%, plus: -0.580%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.652%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.031%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.567%, plus: -0.567%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.749%, plus: +1.749%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.688%, plus: +0.080%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.045%, plus: -0.043%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.407%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.015%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.600%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.014%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.306937e+00
+  - errors:
+    - {label: stat, symerror: +1.869%}
+    - asymerror: {minus: +1.271%, plus: -1.271%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.549%, plus: -0.549%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.408%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.198%, plus: -0.202%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.010%, plus: +0.015%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.618%, plus: +0.618%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.016%, plus: -0.030%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.370%, plus: -0.201%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.155%, plus: +0.141%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.167%, plus: +2.167%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.021%, plus: -0.022%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.055%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.023%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.002%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.093%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.005%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.074%, plus: -0.072%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.113%, plus: +0.010%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.030%, plus: -0.127%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.018%, plus: +0.012%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.075%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.475%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.248%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.142%, plus: +0.055%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.408%, plus: -1.069%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.035%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.039%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.065%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.071%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.219%, plus: -0.219%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.112%, plus: +0.112%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.158%, plus: +0.070%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.030%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.165%, plus: +0.102%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.055%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.024%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.178159e+00
+  - errors:
+    - {label: stat, symerror: +2.479%}
+    - asymerror: {minus: +1.254%, plus: -1.254%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.996%, plus: +1.996%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.033%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.155%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.322%, plus: +0.680%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.727%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.250%, plus: -0.255%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.052%, plus: +0.066%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.865%, plus: +0.865%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.003%, plus: +0.063%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.358%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.117%, plus: -0.202%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.122%, plus: +3.122%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.022%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.074%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.019%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.095%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.123%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.016%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.155%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.008%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.627%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.750%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.080%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.301%, plus: -0.042%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.243%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.054%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.865%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.039%, plus: +1.242%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.654%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.719%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.083%, plus: -0.171%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.163%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.728%, plus: +1.728%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.410%, plus: -3.410%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.413%, plus: -0.136%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.284%, plus: -0.086%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.065%, plus: +0.066%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.057%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.180%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.324%, plus: -0.174%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.566%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.050%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.076163e+00
+- header: {name: '1/SIG*DSIG/DRPT_E2E1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.270931e-01
+   - value: 9.942750e-01
+   - value: 1.384386e+00
+   - value: 1.312961e+00
+   - value: 1.145127e+00
+   - value: 9.434206e-01
+independent_variables:
+- header: {name: 'RPT_E2E1', units: ''}
+  values:
+  - {high: 0.17, low: 0.0}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.5, low: 0.34}
+  - {high: 0.65, low: 0.5}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table129.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table129.yaml
new file mode 100644
index 0000000000..f0f28a25c0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table129.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.886000e-04}
+  - {value: 2.812000e-04}
+  - {value: -1.020000e-04}
+  - {value: -4.446000e-05}
+  - {value: -2.136000e-04}
+  - {value: -3.767000e-04}
+  - {value: 2.812000e-04}
+  - {value: 2.671000e-03}
+  - {value: -1.201000e-03}
+  - {value: -7.546000e-04}
+  - {value: -5.122000e-04}
+  - {value: -5.760000e-04}
+  - {value: -1.020000e-04}
+  - {value: -1.201000e-03}
+  - {value: 3.993000e-03}
+  - {value: 6.794000e-04}
+  - {value: -1.123000e-03}
+  - {value: -1.728000e-03}
+  - {value: -4.446000e-05}
+  - {value: -7.546000e-04}
+  - {value: 6.794000e-04}
+  - {value: 3.165000e-03}
+  - {value: 4.119000e-04}
+  - {value: -2.724000e-03}
+  - {value: -2.136000e-04}
+  - {value: -5.122000e-04}
+  - {value: -1.123000e-03}
+  - {value: 4.119000e-04}
+  - {value: 1.586000e-03}
+  - {value: -1.492000e-04}
+  - {value: -3.767000e-04}
+  - {value: -5.760000e-04}
+  - {value: -1.728000e-03}
+  - {value: -2.724000e-03}
+  - {value: -1.492000e-04}
+  - {value: 4.592000e-03}
+independent_variables:
+- header: {name: 'RPT_E2E1'}
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 0.82, low: 0.65}
+  - {high: 0.82, low: 0.65}
+  - {high: 0.82, low: 0.65}
+  - {high: 0.82, low: 0.65}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 1.01, low: 0.82}
+  - {high: 1.01, low: 0.82}
+  - {high: 1.01, low: 0.82}
+  - {high: 1.01, low: 0.82}
+  - {high: 1.01, low: 0.82}
+- header: {name: 'RPT_E2E1'}
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table13.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table13.yaml
new file mode 100644
index 0000000000..dc9983b730
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table13.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.016000e-04}
+  - {value: -3.502000e-04}
+  - {value: -2.850000e-04}
+  - {value: -1.770000e-04}
+  - {value: -3.768000e-05}
+  - {value: -7.383000e-07}
+  - {value: -3.502000e-04}
+  - {value: 1.176000e-03}
+  - {value: 3.551000e-04}
+  - {value: -2.694000e-04}
+  - {value: -2.439000e-04}
+  - {value: -7.827000e-05}
+  - {value: -2.850000e-04}
+  - {value: 3.551000e-04}
+  - {value: 7.293000e-04}
+  - {value: -1.244000e-04}
+  - {value: -1.514000e-04}
+  - {value: -7.177000e-05}
+  - {value: -1.770000e-04}
+  - {value: -2.694000e-04}
+  - {value: -1.244000e-04}
+  - {value: 5.422000e-04}
+  - {value: 3.420000e-05}
+  - {value: -2.394000e-06}
+  - {value: -3.768000e-05}
+  - {value: -2.439000e-04}
+  - {value: -1.514000e-04}
+  - {value: 3.420000e-05}
+  - {value: 1.513000e-04}
+  - {value: 1.751000e-05}
+  - {value: -7.383000e-07}
+  - {value: -7.827000e-05}
+  - {value: -7.177000e-05}
+  - {value: -2.394000e-06}
+  - {value: 1.751000e-05}
+  - {value: 3.581000e-05}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 0.84, low: 0.59}
+  - {high: 0.84, low: 0.59}
+  - {high: 0.84, low: 0.59}
+  - {high: 0.84, low: 0.59}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 1.70, low: 1.10}
+  - {high: 1.70, low: 1.10}
+  - {high: 1.70, low: 1.10}
+  - {high: 1.70, low: 1.10}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 2.50, low: 1.70}
+  - {high: 2.50, low: 1.70}
+  - {high: 2.50, low: 1.70}
+  - {high: 2.50, low: 1.70}
+  - {high: 2.50, low: 1.70}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table130.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table130.yaml
new file mode 100644
index 0000000000..a092baeb51
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table130.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'DSIG/DRPT_E2E1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.790%}
+    - asymerror: {minus: -6.496%, plus: +6.496%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.927%, plus: -1.927%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.262%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.526%, plus: +0.528%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.552%, plus: +0.554%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.298%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.335%, plus: -0.535%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.558%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.551%, plus: -0.545%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.266%, plus: +1.206%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.832%, plus: +1.832%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.200%, plus: -0.042%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.895%, plus: -1.746%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.226%, plus: -0.338%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.001%, plus: +0.990%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.742%, plus: +3.742%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.965%, plus: +0.968%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.201%, plus: +0.851%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.848%, plus: +1.866%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.189%, plus: -0.189%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.133%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.038%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.274%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.295%, plus: +0.292%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.130%, plus: -0.129%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.497%, plus: +0.077%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.758%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.149%, plus: -0.857%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.334%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.487%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.379%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.779%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.160%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.558%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.366%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.424%, plus: -0.206%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.742%, plus: +0.825%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.125%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.399%, plus: -0.361%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.164%, plus: -6.164%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.248%, plus: +9.248%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.012%, plus: +4.157%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.771%, plus: +0.776%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.165%, plus: +0.165%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.576%, plus: +1.671%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.580%, plus: -0.579%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.166%, plus: -0.667%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.120%, plus: -0.244%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.321%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.954%, plus: +4.648%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.109%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.513%, plus: +0.514%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.959573e-01
+  - errors:
+    - {label: stat, symerror: +3.169%}
+    - asymerror: {minus: -4.483%, plus: +4.483%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.886%, plus: +0.886%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.020%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.369%, plus: +0.370%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.509%, plus: +0.511%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.213%, plus: +0.456%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.318%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.408%, plus: -0.777%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.851%, plus: -0.845%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.325%, plus: +1.303%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.972%, plus: +0.972%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.326%, plus: -2.985%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.349%, plus: -0.080%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.510%, plus: +0.872%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.664%, plus: +2.664%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.975%, plus: +0.979%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.801%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.800%, plus: +1.817%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.205%, plus: -0.205%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.583%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.029%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.152%, plus: +0.787%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.038%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.400%, plus: +0.063%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.370%, plus: +0.175%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.568%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.327%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.126%, plus: -0.757%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.152%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.060%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.453%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.106%, plus: -3.261%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.288%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.297%, plus: -5.297%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.496%, plus: +7.496%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.286%, plus: +4.098%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.531%, plus: +0.530%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.300%, plus: +2.061%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.471%, plus: -0.470%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.164%, plus: -0.064%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.048%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.275%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.511%, plus: +4.400%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.444%, plus: +0.445%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.070357e+00
+  - errors:
+    - {label: stat, symerror: +2.586%}
+    - asymerror: {minus: -2.432%, plus: +2.432%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.616%, plus: +4.616%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.250%, plus: +0.243%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.292%, plus: +0.292%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.489%, plus: +0.491%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.102%, plus: -0.102%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.525%, plus: +0.394%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.407%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.697%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.982%, plus: -0.976%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.362%, plus: +1.313%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.829%, plus: +0.829%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.316%, plus: +0.208%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.328%, plus: -3.803%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.393%, plus: -0.131%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.594%, plus: +0.793%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.523%, plus: +2.523%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.945%, plus: +0.950%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.291%, plus: +0.171%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.729%, plus: +1.745%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.198%, plus: -0.197%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.022%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.178%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.162%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.482%, plus: -0.584%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.121%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.731%, plus: +0.691%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.014%, plus: -0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.032%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.398%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.520%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.171%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.871%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.609%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.187%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.153%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.453%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.310%, plus: -0.837%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.378%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.854%, plus: -0.918%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.059%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.045%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.004%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.267%, plus: -0.287%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.452%, plus: -3.452%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.338%, plus: +11.338%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.482%, plus: +4.247%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.392%, plus: +0.393%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.970%, plus: +1.896%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.415%, plus: -0.414%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.061%, plus: -0.024%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.150%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.191%, plus: -0.215%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.845%, plus: +4.098%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.413%, plus: +0.414%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.562162e+00
+  - errors:
+    - {label: stat, symerror: +2.424%}
+    - asymerror: {minus: -1.623%, plus: +1.623%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.793%, plus: +1.793%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.210%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.271%, plus: +0.272%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.471%, plus: +0.473%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.348%, plus: +0.117%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.109%, plus: -1.492%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.143%, plus: -1.137%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.367%, plus: +1.336%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.788%, plus: +0.788%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.038%, plus: -4.029%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.772%, plus: +0.815%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.626%, plus: +2.626%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.959%, plus: +0.963%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.697%, plus: +1.713%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.200%, plus: -0.200%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.102%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.037%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.087%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.214%, plus: -0.363%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.066%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.518%, plus: +0.228%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.013%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.865%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.836%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.479%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.207%, plus: +0.100%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.794%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.571%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.273%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.064%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.228%, plus: -1.150%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.036%, plus: -1.042%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.403%, plus: -2.591%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.027%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.035%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.040%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.168%, plus: -0.211%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.618%, plus: -4.618%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.921%, plus: +10.921%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.745%, plus: +4.275%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.373%, plus: +0.375%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.074%, plus: +0.074%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.138%, plus: +1.579%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.384%, plus: -0.383%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.011%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.089%, plus: -0.278%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.862%, plus: +3.875%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.045%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.382%, plus: +0.383%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.578728e+00
+  - errors:
+    - {label: stat, symerror: +2.161%}
+    - asymerror: {minus: -0.912%, plus: +0.912%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.165%, plus: +2.165%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.128%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.239%, plus: +0.239%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.419%, plus: +0.420%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.188%, plus: +0.397%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.119%, plus: -1.284%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.306%, plus: -1.299%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.375%, plus: +1.349%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.705%, plus: +0.705%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.128%, plus: +0.063%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.818%, plus: -3.755%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.030%, plus: +0.039%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.890%, plus: +0.612%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.569%, plus: +2.569%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.925%, plus: +0.928%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.256%, plus: +0.176%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.654%, plus: +1.668%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.199%, plus: -0.199%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.123%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.115%, plus: -0.148%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.040%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.276%, plus: -0.277%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.085%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.440%, plus: +0.439%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.607%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.543%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.841%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.681%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.635%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.367%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.764%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.502%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.410%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.474%, plus: -3.203%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.035%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.043%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.092%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.109%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.285%, plus: -4.285%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.136%, plus: +9.136%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.237%, plus: +4.265%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.388%, plus: +0.390%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.738%, plus: +1.401%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.360%, plus: -0.360%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.086%, plus: +0.084%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.171%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.310%, plus: +4.416%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.095%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.358%, plus: +0.359%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.423170e+00
+  - errors:
+    - {label: stat, symerror: +2.695%}
+    - asymerror: {minus: -0.929%, plus: +0.929%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.780%, plus: +4.780%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.125%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.214%, plus: +0.214%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.439%, plus: +0.440%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.346%, plus: +0.511%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.510%, plus: +0.602%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.248%, plus: -0.159%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.358%, plus: -1.352%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.417%, plus: +1.402%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.929%, plus: +0.929%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.147%, plus: +0.157%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.805%, plus: -3.474%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.016%, plus: -0.141%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.568%, plus: +0.533%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.434%, plus: +3.434%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.924%, plus: +0.928%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.280%, plus: +0.160%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.636%, plus: +1.650%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.198%, plus: -0.198%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.062%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.041%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.129%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.385%, plus: -0.486%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.101%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.668%, plus: +0.513%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.215%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.491%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.395%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.413%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.000%, plus: +0.588%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.264%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.034%, plus: +0.822%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.475%, plus: -1.454%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.088%, plus: -0.157%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.041%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.017%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.417%, plus: -2.417%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.297%, plus: +5.297%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.689%, plus: +4.050%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.348%, plus: +0.349%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.459%, plus: +1.619%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.334%, plus: -0.333%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.097%, plus: -0.074%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.151%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.551%, plus: -0.371%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.745%, plus: +4.513%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.343%, plus: +0.344%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.299962e+00
+- header: {name: 'DSIG/DRPT_E2E1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.583181e-01
+   - value: 1.130986e+00
+   - value: 1.574737e+00
+   - value: 1.493491e+00
+   - value: 1.302580e+00
+   - value: 1.073140e+00
+independent_variables:
+- header: {name: 'RPT_E2E1', units: ''}
+  values:
+  - {high: 0.17, low: 0.0}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.5, low: 0.34}
+  - {high: 0.65, low: 0.5}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table131.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table131.yaml
new file mode 100644
index 0000000000..bd066aea39
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table131.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.344000e-03}
+  - {value: 5.812000e-03}
+  - {value: 9.452000e-03}
+  - {value: 9.167000e-03}
+  - {value: 7.273000e-03}
+  - {value: 4.813000e-03}
+  - {value: 5.812000e-03}
+  - {value: 2.130000e-02}
+  - {value: 3.035000e-02}
+  - {value: 2.961000e-02}
+  - {value: 2.404000e-02}
+  - {value: 1.586000e-02}
+  - {value: 9.452000e-03}
+  - {value: 3.035000e-02}
+  - {value: 6.079000e-02}
+  - {value: 5.419000e-02}
+  - {value: 4.264000e-02}
+  - {value: 2.990000e-02}
+  - {value: 9.167000e-03}
+  - {value: 2.961000e-02}
+  - {value: 5.419000e-02}
+  - {value: 5.578000e-02}
+  - {value: 4.304000e-02}
+  - {value: 2.689000e-02}
+  - {value: 7.273000e-03}
+  - {value: 2.404000e-02}
+  - {value: 4.264000e-02}
+  - {value: 4.304000e-02}
+  - {value: 3.689000e-02}
+  - {value: 2.389000e-02}
+  - {value: 4.813000e-03}
+  - {value: 1.586000e-02}
+  - {value: 2.990000e-02}
+  - {value: 2.689000e-02}
+  - {value: 2.389000e-02}
+  - {value: 2.123000e-02}
+independent_variables:
+- header: {name: 'RPT_E2E1'}
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 0.82, low: 0.65}
+  - {high: 0.82, low: 0.65}
+  - {high: 0.82, low: 0.65}
+  - {high: 0.82, low: 0.65}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 1.01, low: 0.82}
+  - {high: 1.01, low: 0.82}
+  - {high: 1.01, low: 0.82}
+  - {high: 1.01, low: 0.82}
+  - {high: 1.01, low: 0.82}
+- header: {name: 'RPT_E2E1'}
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.34, low: 0.17}
+  - {high: 0.50, low: 0.34}
+  - {high: 0.65, low: 0.50}
+  - {high: 0.82, low: 0.65}
+  - {high: 1.01, low: 0.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table132.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table132.yaml
new file mode 100644
index 0000000000..136265866e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table132.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRPT_E3E1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +6.904%}
+    - asymerror: {minus: -2.415%, plus: +2.415%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.760%, plus: +0.760%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.201%, plus: +0.200%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.116%, plus: +0.115%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.405%, plus: +0.038%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.038%, plus: -0.180%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.657%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.420%, plus: +0.430%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.016%, plus: -0.031%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.405%, plus: +1.405%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.292%, plus: -0.478%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.522%, plus: +1.076%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.023%, plus: +0.049%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.992%, plus: +5.992%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.176%, plus: +0.174%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.491%, plus: +0.129%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.143%, plus: +0.140%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.254%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.141%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.177%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.002%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.107%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.100%, plus: -0.101%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.207%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.016%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.286%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.197%, plus: +1.322%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.136%, plus: -0.650%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.115%, plus: +1.463%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.632%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.270%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.483%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.805%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.867%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.174%, plus: +0.182%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.370%, plus: -1.480%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.086%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.315%, plus: +0.398%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.004%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.021%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.588%, plus: -3.588%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.675%, plus: -2.675%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.641%, plus: -0.704%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.023%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.308%, plus: +0.309%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.148%, plus: +0.148%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.299%, plus: -0.171%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.103%, plus: -0.104%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.086%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.133%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.401%, plus: -0.889%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.184697e-01
+  - errors:
+    - {label: stat, symerror: +3.595%}
+    - asymerror: {minus: -2.829%, plus: +2.829%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.503%, plus: -4.503%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.120%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.022%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.067%, plus: +0.086%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.168%, plus: +0.174%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.015%, plus: -0.014%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.043%, plus: +1.043%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +1.116%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.198%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.433%, plus: -0.007%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.332%, plus: +4.332%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.063%, plus: +0.062%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.349%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.067%, plus: +0.065%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.038%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.014%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.033%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.326%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.011%, plus: -0.046%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.369%, plus: -0.267%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.226%, plus: +0.002%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.345%, plus: +0.499%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.440%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.097%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.159%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.247%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.127%, plus: -0.282%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.467%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.093%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.125%, plus: +0.191%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.164%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -5.495%, plus: +5.495%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.212%, plus: -0.212%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.765%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.071%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.822%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.075%, plus: -0.330%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.032%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.168%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.224%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.057731e+00
+  - errors:
+    - {label: stat, symerror: +3.365%}
+    - asymerror: {minus: +0.832%, plus: -0.832%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.817%, plus: -2.817%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.088%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.041%, plus: -0.042%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.247%, plus: -0.123%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.601%, plus: +0.423%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.897%, plus: +0.897%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.233%, plus: -0.656%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.090%, plus: -0.226%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.137%, plus: +0.202%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.965%, plus: +3.965%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.005%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.002%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.051%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.044%, plus: +0.249%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.366%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.826%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.469%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.274%, plus: -0.664%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.378%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.579%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.412%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.627%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.241%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.143%, plus: -0.070%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.642%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.081%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.819%, plus: -1.819%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.239%, plus: +2.239%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.182%, plus: +0.293%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.022%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.427%, plus: +0.135%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.622%, plus: +0.567%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.775453e+00
+  - errors:
+    - {label: stat, symerror: +3.116%}
+    - asymerror: {minus: +0.929%, plus: -0.929%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.340%, plus: +5.340%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.032%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.033%, plus: +0.108%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.439%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.161%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.100%, plus: -0.103%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.925%, plus: +0.925%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.096%, plus: -0.318%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.873%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.067%, plus: +0.070%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.041%, plus: +4.041%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.081%, plus: -0.079%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.024%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.207%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.002%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.022%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.309%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.490%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.446%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.814%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.952%, plus: +0.043%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.531%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.822%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.122%, plus: -0.148%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.265%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.816%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.055%, plus: +0.131%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.089%, plus: -0.392%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.047%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.926%, plus: -1.926%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.737%, plus: -1.737%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.436%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.028%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.922%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.189%, plus: +0.186%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.015%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.978%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.550015e+00
+  - errors:
+    - {label: stat, symerror: +3.447%}
+    - asymerror: {minus: +2.059%, plus: -2.059%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.668%, plus: +2.668%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.101%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.107%, plus: -0.107%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.044%, plus: +0.708%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.581%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.256%, plus: -0.263%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.014%, plus: +0.032%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.106%, plus: +1.106%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.075%, plus: +0.500%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.147%, plus: +0.131%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.053%, plus: +5.053%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.043%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.133%, plus: -0.073%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.057%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.094%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.357%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.015%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.435%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.869%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.052%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.766%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.576%, plus: -0.507%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.896%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.586%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +1.297%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.409%, plus: +0.636%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.625%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.083%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.151%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.129%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.175%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.318%, plus: +0.318%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.560%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.156%, plus: -0.155%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.342%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.294%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.223%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.178%, plus: -0.235%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.491005e-01
+- header: {name: '1/SIG*DSIG/DRPT_E3E1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.651447e-01
+   - value: 2.002649e+00
+   - value: 1.985950e+00
+   - value: 1.491268e+00
+   - value: 4.747889e-01
+independent_variables:
+- header: {name: 'RPT_E3E1', units: ''}
+  values:
+  - {high: 0.15, low: 0.0}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.0, low: 0.52}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table133.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table133.yaml
new file mode 100644
index 0000000000..1c75b0379e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table133.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.592000e-03}
+  - {value: -1.927000e-03}
+  - {value: -1.013000e-03}
+  - {value: -2.108000e-04}
+  - {value: -3.493000e-04}
+  - {value: -1.927000e-03}
+  - {value: 3.221000e-02}
+  - {value: -8.106000e-03}
+  - {value: -1.000000e-02}
+  - {value: -1.874000e-03}
+  - {value: -1.013000e-03}
+  - {value: -8.106000e-03}
+  - {value: 1.575000e-02}
+  - {value: -1.226000e-03}
+  - {value: -1.759000e-03}
+  - {value: -2.108000e-04}
+  - {value: -1.000000e-02}
+  - {value: -1.226000e-03}
+  - {value: 1.119000e-02}
+  - {value: -3.409000e-04}
+  - {value: -3.493000e-04}
+  - {value: -1.874000e-03}
+  - {value: -1.759000e-03}
+  - {value: -3.409000e-04}
+  - {value: 1.107000e-03}
+independent_variables:
+- header: {name: 'RPT_E3E1'}
+  values:
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 0.52, low: 0.39}
+  - {high: 0.52, low: 0.39}
+  - {high: 0.52, low: 0.39}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
+  - {high: 1.00, low: 0.52}
+  - {high: 1.00, low: 0.52}
+  - {high: 1.00, low: 0.52}
+  - {high: 1.00, low: 0.52}
+- header: {name: 'RPT_E3E1'}
+  values:
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table134.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table134.yaml
new file mode 100644
index 0000000000..c6fe66427d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table134.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: 'DSIG/DRPT_E3E1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +7.067%}
+    - asymerror: {minus: -4.125%, plus: +4.125%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.214%, plus: +2.214%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.189%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.500%, plus: +0.500%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.595%, plus: +0.597%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.837%, plus: +0.552%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.100%, plus: -0.164%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.935%, plus: -0.634%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.971%, plus: -0.966%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.457%, plus: +1.416%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.406%, plus: +1.406%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.148%, plus: -0.424%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.382%, plus: -2.937%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.074%, plus: -0.023%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.744%, plus: +0.505%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.938%, plus: +5.938%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.116%, plus: +1.120%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.648%, plus: +0.547%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.771%, plus: +1.787%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.171%, plus: -0.171%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.193%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.106%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.160%, plus: -0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.467%, plus: -0.790%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.238%, plus: +0.296%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.148%, plus: -0.149%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.883%, plus: +0.674%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.009%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.261%, plus: -0.012%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.267%, plus: +1.257%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.506%, plus: -0.683%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.525%, plus: +1.401%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.305%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.915%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.834%, plus: -0.028%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.117%, plus: +0.004%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.406%, plus: -5.075%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.376%, plus: +0.393%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.050%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.219%, plus: -0.327%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.706%, plus: -4.706%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.986%, plus: +7.986%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.877%, plus: +4.146%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.117%, plus: +0.117%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.766%, plus: +0.771%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.191%, plus: +0.191%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.092%, plus: +0.092%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.735%, plus: +1.911%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.458%, plus: -0.458%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.373%, plus: +0.053%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.119%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.204%, plus: -0.239%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.197%, plus: +3.794%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.013%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.381%, plus: +0.382%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.030284e-01
+  - errors:
+    - {label: stat, symerror: +3.845%}
+    - asymerror: {minus: -4.547%, plus: +4.547%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.125%, plus: -3.125%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.071%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.381%, plus: +0.382%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.502%, plus: +0.504%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.501%, plus: +0.600%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.009%, plus: +0.010%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.170%, plus: -0.913%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.226%, plus: -1.219%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.458%, plus: +1.433%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.115%, plus: +1.115%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.274%, plus: +0.046%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.067%, plus: -2.898%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.287%, plus: +0.729%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.497%, plus: +4.497%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.004%, plus: +1.007%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.767%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.695%, plus: +1.710%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.189%, plus: -0.189%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.098%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.006%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.478%, plus: -0.289%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.098%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.354%, plus: +0.847%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.056%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.343%, plus: -0.343%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.674%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.755%, plus: +0.437%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.205%, plus: -0.098%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.745%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.830%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.094%, plus: -0.390%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.288%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.444%, plus: -6.629%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.186%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.036%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.362%, plus: -0.198%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.271%, plus: +4.271%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.719%, plus: +10.719%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.803%, plus: +5.292%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.025%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.530%, plus: +0.527%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.223%, plus: +2.326%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.401%, plus: -0.401%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.051%, plus: -0.177%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.169%, plus: -0.278%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.412%, plus: +5.136%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.025%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.363%, plus: +0.364%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.202676e+00
+  - errors:
+    - {label: stat, symerror: +3.758%}
+    - asymerror: {minus: -0.824%, plus: +0.824%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.414%, plus: -1.414%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.279%, plus: +0.274%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.293%, plus: +0.294%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.439%, plus: +0.439%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.188%, plus: +0.390%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.355%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.402%, plus: -1.395%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.474%, plus: +1.447%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.015%, plus: +1.015%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.152%, plus: +0.043%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.166%, plus: -4.600%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.187%, plus: -0.297%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.853%, plus: +0.939%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.452%, plus: +4.452%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.901%, plus: +0.904%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.195%, plus: +0.236%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.625%, plus: +1.640%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.185%, plus: -0.185%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.064%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.068%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.549%, plus: -0.328%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.105%, plus: +0.290%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.721%, plus: +0.982%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.037%, plus: +0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.391%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.890%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.089%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.725%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.611%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.079%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.713%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.199%, plus: -0.248%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.259%, plus: -2.067%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.014%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.085%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.279%, plus: -0.245%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.958%, plus: -2.958%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -13.439%, plus: +13.439%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.663%, plus: +5.192%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.437%, plus: +0.440%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.446%, plus: +2.224%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.357%, plus: -0.357%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.092%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.375%, plus: -0.216%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.173%, plus: +5.318%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.364%, plus: +0.365%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.037693e+00
+  - errors:
+    - {label: stat, symerror: +3.503%}
+    - asymerror: {minus: -0.726%, plus: +0.726%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.861%, plus: +6.861%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.328%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.236%, plus: +0.236%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.448%, plus: +0.451%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.094%, plus: -0.094%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.466%, plus: +0.622%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.001%, plus: -0.424%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.195%, plus: -1.927%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.499%, plus: -1.492%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.480%, plus: +1.442%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.052%, plus: +1.052%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.265%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.847%, plus: -4.808%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.029%, plus: -0.002%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.837%, plus: +0.437%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.612%, plus: +4.612%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.885%, plus: +0.887%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.387%, plus: +0.279%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.550%, plus: +1.564%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.176%, plus: -0.175%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.054%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.086%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.015%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.463%, plus: -0.687%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.133%, plus: +0.207%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.823%, plus: +0.715%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.067%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.022%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.334%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.560%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.879%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.221%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.184%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.126%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.056%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.089%, plus: -0.256%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.123%, plus: -2.863%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.051%, plus: +0.102%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.027%, plus: -0.397%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.098%, plus: -0.243%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.063%, plus: -3.063%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.027%, plus: +9.027%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.861%, plus: +4.424%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.432%, plus: +0.435%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.931%, plus: +1.413%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.315%, plus: -0.315%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.212%, plus: +0.339%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.048%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.286%, plus: -0.437%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.513%, plus: +4.234%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.026%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.327%, plus: +0.328%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.059327e-01
+  - errors:
+    - {label: stat, symerror: +3.844%}
+    - asymerror: {minus: +0.424%, plus: -0.424%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.150%, plus: +4.150%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.090%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.193%, plus: +0.193%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.481%, plus: +0.483%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.110%, plus: -0.110%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.444%, plus: +0.462%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.724%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.842%, plus: -0.199%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.656%, plus: -1.650%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.487%, plus: +1.480%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.225%, plus: +1.225%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.219%, plus: +0.555%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.816%, plus: -4.032%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.862%, plus: +0.868%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.650%, plus: +5.650%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.900%, plus: +0.903%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.343%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.577%, plus: +1.590%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.191%, plus: -0.191%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.037%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.119%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.129%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.361%, plus: -0.529%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.726%, plus: +0.371%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.015%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.358%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.799%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.322%, plus: +1.018%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.352%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.341%, plus: -0.858%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.530%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.441%, plus: +0.526%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.446%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.086%, plus: -2.606%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.156%, plus: -0.058%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.066%, plus: -0.157%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.048%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.023%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.201%, plus: -1.201%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.307%, plus: +11.307%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.024%, plus: +4.857%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.304%, plus: +0.304%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.694%, plus: +2.345%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.296%, plus: -0.296%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.428%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.561%, plus: -0.321%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.410%, plus: +4.478%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.018%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.291%, plus: +0.291%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.209311e-01
+- header: {name: 'DSIG/DRPT_E3E1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.632244e-01
+   - value: 1.093613e+00
+   - value: 1.084494e+00
+   - value: 8.143564e-01
+   - value: 2.592743e-01
+independent_variables:
+- header: {name: 'RPT_E3E1', units: ''}
+  values:
+  - {high: 0.15, low: 0.0}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.0, low: 0.52}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table135.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table135.yaml
new file mode 100644
index 0000000000..2db495512a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table135.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.646000e-03}
+  - {value: 5.803000e-03}
+  - {value: 6.487000e-03}
+  - {value: 4.961000e-03}
+  - {value: 1.717000e-03}
+  - {value: 5.803000e-03}
+  - {value: 3.853000e-02}
+  - {value: 2.686000e-02}
+  - {value: 1.872000e-02}
+  - {value: 7.344000e-03}
+  - {value: 6.487000e-03}
+  - {value: 2.686000e-02}
+  - {value: 3.457000e-02}
+  - {value: 2.203000e-02}
+  - {value: 7.570000e-03}
+  - {value: 4.961000e-03}
+  - {value: 1.872000e-02}
+  - {value: 2.203000e-02}
+  - {value: 2.052000e-02}
+  - {value: 6.019000e-03}
+  - {value: 1.717000e-03}
+  - {value: 7.344000e-03}
+  - {value: 7.570000e-03}
+  - {value: 6.019000e-03}
+  - {value: 2.593000e-03}
+independent_variables:
+- header: {name: 'RPT_E3E1'}
+  values:
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 0.52, low: 0.39}
+  - {high: 0.52, low: 0.39}
+  - {high: 0.52, low: 0.39}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
+  - {high: 1.00, low: 0.52}
+  - {high: 1.00, low: 0.52}
+  - {high: 1.00, low: 0.52}
+  - {high: 1.00, low: 0.52}
+- header: {name: 'RPT_E3E1'}
+  values:
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.26, low: 0.15}
+  - {high: 0.39, low: 0.26}
+  - {high: 0.52, low: 0.39}
+  - {high: 1.00, low: 0.52}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table136.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table136.yaml
new file mode 100644
index 0000000000..d7492a2dab
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table136.yaml
@@ -0,0 +1,151 @@
+dependent_variables:
+- header: {name: 'SIG (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +0.690%}
+    - asymerror: {minus: -3.255%, plus: +3.255%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.416%, plus: +2.416%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.144%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.303%, plus: +0.304%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.449%, plus: +0.450%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.223%, plus: +0.238%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.056%, plus: -1.106%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.800%, plus: -0.794%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.186%, plus: +1.163%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.254%, plus: +0.254%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.144%, plus: +0.107%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.725%, plus: -2.803%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.121%, plus: -0.107%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.751%, plus: +0.744%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.573%, plus: +0.573%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.886%, plus: +0.889%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.113%, plus: +0.140%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.802%, plus: +1.819%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.223%, plus: -0.223%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.050%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.087%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.071%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.291%, plus: -0.296%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.080%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.388%, plus: +0.400%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.567%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.359%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.973%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.872%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.608%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.560%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.472%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.503%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.004%, plus: -0.504%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.015%, plus: -0.663%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.264%, plus: -0.926%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.034%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.160%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.646%, plus: -7.646%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.220%, plus: +8.220%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.206%, plus: +3.262%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.357%, plus: +0.358%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.303%, plus: +1.268%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.436%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.082%, plus: -0.063%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.056%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.135%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.587%, plus: +3.538%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.474%, plus: +0.475%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.202695e+00
+- header: {name: 'SIG (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.124822e+00
+independent_variables:
+- header: {name: 'SIG', units: ''}
+  values:
+  - {high: 1.0, low: 0.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table137.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table137.yaml
new file mode 100644
index 0000000000..6f21c38027
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table137.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.276%}
+    - asymerror: {minus: -3.281%, plus: +3.281%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.113%, plus: +0.113%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.405%, plus: -0.575%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.182%, plus: -0.181%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.110%, plus: -0.111%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.347%, plus: -0.474%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.824%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.025%, plus: +0.144%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.521%, plus: +0.531%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.063%, plus: -0.009%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.120%, plus: +2.120%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.353%, plus: -0.164%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.878%, plus: +0.470%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.086%, plus: +0.040%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.366%, plus: +0.397%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.918%, plus: +1.918%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.652%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.405%, plus: +0.398%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.310%, plus: -0.311%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.188%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.108%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.374%, plus: -0.658%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.422%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.587%, plus: +0.231%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.206%, plus: -0.275%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.542%, plus: -0.676%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.005%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.526%, plus: -0.013%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.212%, plus: +0.790%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.417%, plus: -0.207%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.549%, plus: +0.619%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.069%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.030%, plus: +1.008%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.674%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.086%, plus: +2.056%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.408%, plus: -0.940%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -1.063%, plus: +0.489%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.479%, plus: +0.479%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.388%, plus: -7.388%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.681%, plus: -0.406%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.132%, plus: -0.131%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.725%, plus: -0.696%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.318%, plus: -0.535%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.523%, plus: +0.262%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.068%, plus: -0.684%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.366%, plus: -0.373%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.031%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.175%, plus: -0.174%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.442522e-04
+  - errors:
+    - {label: stat, symerror: +5.086%}
+    - asymerror: {minus: -1.209%, plus: +1.209%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.932%, plus: +0.932%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.485%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.081%, plus: -0.080%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.324%, plus: -0.741%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.497%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.160%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.609%, plus: +0.617%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.250%, plus: -0.191%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.261%, plus: +2.261%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.006%, plus: -0.547%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -3.023%, plus: +1.913%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.564%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.231%, plus: -0.022%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.695%, plus: +1.695%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.145%, plus: -0.143%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.819%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.285%, plus: +0.279%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.173%, plus: -0.174%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.375%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.271%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.699%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.498%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -1.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.729%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.386%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.973%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.716%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.103%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.901%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -4.543%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.755%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.946%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.569%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.826%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.085%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.685%, plus: -0.907%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.952%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.068%, plus: +1.068%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.125%, plus: -6.125%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.863%, plus: -2.895%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.043%, plus: -0.042%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.238%, plus: -2.049%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.121%, plus: +0.122%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.742%, plus: -0.432%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.381%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +3.318%, plus: -3.099%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.362%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.482687e-04
+  - errors:
+    - {label: stat, symerror: +3.566%}
+    - asymerror: {minus: -3.553%, plus: +3.553%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.502%, plus: -3.502%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.095%, plus: +0.094%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.212%, plus: -0.175%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.504%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.623%, plus: +0.630%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.489%, plus: -0.479%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.473%, plus: +1.473%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.248%, plus: -0.022%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.992%, plus: +1.799%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.239%, plus: +0.505%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.104%, plus: +1.104%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.199%, plus: -0.196%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.537%, plus: -0.482%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.188%, plus: +0.184%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.060%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.272%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.026%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.405%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.033%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.046%, plus: +0.072%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.656%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.461%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.343%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.545%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.716%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.146%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.087%, plus: +0.234%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.629%, plus: -2.213%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.049%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.088%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.348%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.490%, plus: +1.490%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.624%, plus: -5.624%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.971%, plus: -2.354%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.092%, plus: -0.091%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.093%, plus: -0.650%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.280%, plus: +0.095%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.266%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.077%, plus: +0.264%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.522%, plus: -2.670%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.251%, plus: +0.250%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.014642e-04
+  - errors:
+    - {label: stat, symerror: +3.895%}
+    - asymerror: {minus: -4.740%, plus: +4.740%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.506%, plus: -1.506%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.286%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.414%, plus: +0.415%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.035%, plus: +0.036%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.206%, plus: -0.170%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.118%, plus: -0.016%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.036%, plus: +0.675%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.705%, plus: +0.716%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.748%, plus: -0.743%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.570%, plus: +1.570%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.763%, plus: +0.498%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.212%, plus: +0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.217%, plus: +0.033%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.030%, plus: -0.397%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.942%, plus: +0.942%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.335%, plus: -0.331%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.586%, plus: +0.260%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.149%, plus: -0.147%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.200%, plus: +0.200%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.160%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.152%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.288%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.177%, plus: -0.298%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.205%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.106%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.005%, plus: -0.234%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.250%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.726%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.827%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.619%, plus: -0.286%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.673%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +2.170%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.254%, plus: +0.240%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.718%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.429%, plus: +1.530%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.592%, plus: +0.559%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.069%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.235%, plus: -0.512%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.389%, plus: +2.389%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.014%, plus: -4.014%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.420%, plus: -1.560%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.796%, plus: -0.996%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.308%, plus: -0.309%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -1.427%, plus: +0.106%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.183%, plus: -0.393%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.527%, plus: +0.380%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.200%, plus: -0.205%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.155%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.410%, plus: +0.408%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.396494e-05
+- header: {name: '1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS = 6) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.447851e-04
+   - value: 7.498956e-04
+   - value: 6.956233e-04
+   - value: 6.484388e-05
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 250.0, low: 0.0}
+  - {high: 285.0, low: 250.0}
+  - {high: 360.0, low: 285.0}
+  - {high: 1000.0, low: 360.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table138.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table138.yaml
new file mode 100644
index 0000000000..a5fe909030
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table138.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.909%}
+    - asymerror: {minus: +0.503%, plus: -0.503%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.926%, plus: -6.926%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.302%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.233%, plus: -0.232%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.087%, plus: -0.086%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.022%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.306%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.191%, plus: +0.534%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.706%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.077%, plus: -0.076%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.112%, plus: +0.138%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.732%, plus: +1.732%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.263%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.576%, plus: -0.463%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.966%, plus: -0.376%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.864%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.266%, plus: +4.266%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.373%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.248%, plus: +0.245%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.258%, plus: -0.259%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.024%, plus: -0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.419%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.446%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.127%, plus: -0.431%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.649%, plus: +0.396%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.582%, plus: +0.503%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.197%, plus: +1.419%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.126%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.448%, plus: +0.735%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.442%, plus: -0.494%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.865%, plus: -1.387%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.056%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.063%, plus: -0.336%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.373%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.912%, plus: -0.912%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.261%, plus: -0.261%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.209%, plus: +0.916%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.313%, plus: -0.313%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.363%, plus: +0.606%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.107%, plus: +0.108%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.099%, plus: -0.110%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.899%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.324%, plus: -0.323%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.366972e-04
+  - errors:
+    - {label: stat, symerror: +4.009%}
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.640%, plus: +2.640%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.400%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.193%, plus: -0.192%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.084%, plus: -0.085%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.058%, plus: -0.059%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.375%, plus: -0.182%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.510%, plus: -0.592%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.272%, plus: +1.234%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.277%, plus: +0.281%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.091%, plus: +0.072%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.630%, plus: +1.630%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.419%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.292%, plus: +1.202%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.579%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.265%, plus: +0.569%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.790%, plus: +2.790%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.494%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.229%, plus: +0.225%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.177%, plus: -0.177%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.248%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.352%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.285%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.467%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.172%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.571%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.293%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.530%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.952%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.146%, plus: -0.169%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.612%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.322%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.146%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.468%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.622%, plus: +1.160%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.050%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.847%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.067%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.673%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.902%, plus: -0.902%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.977%, plus: -4.977%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.333%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.119%, plus: -0.118%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +1.433%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.115%, plus: +0.115%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.416%, plus: +0.163%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.469%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.607%, plus: -0.201%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.471%, plus: -0.187%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.153%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.230072e-03
+  - errors:
+    - {label: stat, symerror: +3.494%}
+    - asymerror: {minus: +0.890%, plus: -0.890%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.685%, plus: +3.685%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.134%, plus: -0.134%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.084%, plus: -0.017%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.001%, plus: -0.326%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.414%, plus: +0.421%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.392%, plus: +1.392%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.135%, plus: -0.101%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.243%, plus: +1.047%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.204%, plus: +0.050%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.322%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.129%, plus: +2.129%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.077%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.208%, plus: +0.203%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.094%, plus: -0.094%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.060%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.050%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.179%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.070%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.726%, plus: +0.425%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.907%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.446%, plus: +0.540%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.647%, plus: +1.704%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.609%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.839%, plus: -0.278%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.074%, plus: -1.038%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.041%, plus: +1.909%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.935%, plus: -0.935%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.714%, plus: +0.714%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.317%, plus: -0.653%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.039%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.216%, plus: -0.295%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.104%, plus: +0.104%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.498%, plus: +0.499%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.086%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.268%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.486%, plus: -1.039%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.360328e-03
+  - errors:
+    - {label: stat, symerror: +3.275%}
+    - asymerror: {minus: +1.092%, plus: -1.092%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.469%, plus: +3.469%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.299%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.340%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.813%, plus: +0.042%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.857%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.448%, plus: +0.455%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.119%, plus: -0.085%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.314%, plus: +1.314%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.716%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.785%, plus: +0.181%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.353%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.670%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.714%, plus: +1.714%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.493%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.152%, plus: +0.148%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.219%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.297%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.587%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.018%, plus: +0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.922%, plus: +0.144%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.790%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.958%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.459%, plus: +0.112%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.463%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.387%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.706%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.079%, plus: -0.773%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.868%, plus: +0.109%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.786%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.153%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.717%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.749%, plus: -0.749%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.681%, plus: -1.681%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.575%, plus: -2.338%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.056%, plus: -0.055%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.056%, plus: -1.381%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.072%, plus: +0.072%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.089%, plus: -0.230%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.366%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.350%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.441%, plus: -1.880%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.116%, plus: +0.116%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.289038e-03
+  - errors:
+    - {label: stat, symerror: +3.474%}
+    - asymerror: {minus: -0.429%, plus: +0.429%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.078%, plus: +8.078%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.272%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.819%, plus: +0.178%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.153%, plus: -0.438%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.528%, plus: +0.535%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.243%, plus: -0.228%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.398%, plus: +1.398%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.386%, plus: -0.106%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.895%, plus: +0.886%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.049%, plus: -0.005%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.084%, plus: +0.376%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.506%, plus: +1.506%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.656%, plus: -0.076%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.102%, plus: +0.099%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.050%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.075%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.001%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.270%, plus: -0.044%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.020%, plus: +0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.665%, plus: +0.112%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.272%, plus: -0.457%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.754%, plus: +0.387%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.492%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.624%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.154%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.865%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.486%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.324%, plus: -1.368%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.235%, plus: +2.651%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.281%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.739%, plus: -0.739%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.223%, plus: +0.223%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.177%, plus: -1.351%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.468%, plus: -0.363%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.087%, plus: -0.529%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.170%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.096%, plus: +0.529%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.160%, plus: -1.214%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.028%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.199%, plus: +0.198%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.013866e-03
+  - errors:
+    - {label: stat, symerror: +3.970%}
+    - asymerror: {minus: -2.968%, plus: +2.968%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.375%, plus: -5.375%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.484%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.257%, plus: +0.257%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.259%, plus: -0.169%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.455%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.016%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.586%, plus: +0.594%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.352%, plus: -0.305%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.619%, plus: +1.619%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.783%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.716%, plus: +1.051%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.315%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.796%, plus: -0.113%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.398%, plus: +1.398%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.078%, plus: -0.077%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.709%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.015%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.134%, plus: +0.135%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.348%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.382%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.216%, plus: +0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.239%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.580%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.639%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.509%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.572%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.795%, plus: -0.440%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.802%, plus: -0.277%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.249%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.547%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.075%, plus: +1.218%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.274%, plus: +1.069%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.674%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.429%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.147%, plus: +1.147%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.919%, plus: -1.448%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.669%, plus: -0.278%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.122%, plus: -0.123%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.618%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.408%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.633%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.140%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.280%, plus: +0.279%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.164138e-04
+  - errors:
+    - {label: stat, symerror: +3.935%}
+    - asymerror: {minus: -2.163%, plus: +2.163%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.779%, plus: +0.779%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.409%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.407%, plus: +0.406%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: +0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.415%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.477%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.589%, plus: +0.595%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.490%, plus: -0.489%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.334%, plus: +1.334%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.576%, plus: +0.290%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.879%, plus: +0.640%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.083%, plus: +1.083%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.281%, plus: -0.278%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.346%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.287%, plus: -0.283%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.260%, plus: +0.261%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.224%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.200%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.278%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.152%, plus: -0.499%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.100%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.363%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.480%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.607%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.645%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.689%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.957%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.850%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.820%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.900%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.064%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.736%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.050%, plus: +0.211%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.218%, plus: +0.607%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.171%, plus: -0.845%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.822%, plus: +0.822%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.123%, plus: -3.123%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.473%, plus: -1.489%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.122%, plus: +0.122%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.621%, plus: -1.040%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.641%, plus: -0.643%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: +0.089%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.186%, plus: -0.668%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -1.018%, plus: +0.393%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.359%, plus: +0.358%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.285833e-05
+- header: {name: '1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS = 7) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.156142e-04
+   - value: 1.232930e-03
+   - value: 1.404524e-03
+   - value: 1.356800e-03
+   - value: 1.106501e-03
+   - value: 7.763517e-04
+   - value: 6.909371e-05
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 225.0, low: 0.0}
+  - {high: 255.0, low: 225.0}
+  - {high: 290.0, low: 255.0}
+  - {high: 330.0, low: 290.0}
+  - {high: 370.0, low: 330.0}
+  - {high: 415.0, low: 370.0}
+  - {high: 1000.0, low: 415.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table139.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table139.yaml
new file mode 100644
index 0000000000..c59e3cdfd5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table139.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.892%}
+    - asymerror: {minus: +0.138%, plus: -0.138%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.631%, plus: +1.631%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.011%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.215%, plus: -0.215%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.156%, plus: +0.098%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.527%, plus: +0.247%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.568%, plus: -0.576%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.175%, plus: +0.157%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.040%, plus: +1.040%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.303%, plus: +0.372%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.568%, plus: -2.293%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.844%, plus: +3.844%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.015%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.142%, plus: -0.142%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.139%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.135%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.047%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.706%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.251%, plus: +0.019%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.273%, plus: -0.328%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.528%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.294%, plus: -1.453%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.379%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.885%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.326%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.001%, plus: -1.153%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.033%, plus: +0.057%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.220%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.722%, plus: +0.722%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.965%, plus: -2.965%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.253%, plus: +0.850%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.111%, plus: -0.111%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.767%, plus: +0.400%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.165%, plus: +0.166%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.079%, plus: -0.179%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.048%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.672%, plus: +0.635%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.002%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.277%, plus: -0.275%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.336278e-04
+  - errors:
+    - {label: stat, symerror: +3.518%}
+    - asymerror: {minus: +2.664%, plus: -2.664%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.202%, plus: -0.202%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.074%, plus: -0.073%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.099%, plus: -0.017%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.225%, plus: -0.622%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.001%, plus: -0.000%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.137%, plus: +0.166%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.280%, plus: +1.280%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.390%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.125%, plus: -0.896%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.336%, plus: +0.185%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.063%, plus: -0.576%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.888%, plus: +2.888%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.201%, plus: +0.200%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.570%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.057%, plus: +0.056%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.023%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.067%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.053%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.015%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.023%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.045%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.438%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.039%, plus: -0.458%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.467%, plus: +0.730%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.064%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.406%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.333%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.377%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.073%, plus: -0.105%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.368%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.307%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.323%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.823%, plus: -0.823%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.671%, plus: +3.671%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.916%, plus: +0.827%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.565%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.110%, plus: +0.111%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.114%, plus: -0.276%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.106%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.278%, plus: -0.280%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.342%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.008%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.140994e-03
+  - errors:
+    - {label: stat, symerror: +3.691%}
+    - asymerror: {minus: +2.098%, plus: -2.098%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.024%, plus: +5.024%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.120%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.006%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.161%, plus: -0.030%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.569%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.465%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.233%, plus: +0.238%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.073%, plus: +0.069%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.347%, plus: +1.347%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.200%, plus: +0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.482%, plus: -0.059%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.364%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.425%, plus: +2.425%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.150%, plus: +0.149%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.076%, plus: +0.296%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.019%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.094%, plus: +0.094%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.020%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.082%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.080%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.092%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.303%, plus: -0.155%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.025%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.526%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.529%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.395%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.851%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.706%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.316%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.214%, plus: -0.108%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.523%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.334%, plus: +4.175%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.290%, plus: -0.203%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.088%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.098%, plus: +0.220%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.454%, plus: -0.454%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.758%, plus: +1.758%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.474%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.540%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.007%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.468%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.025%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.104%, plus: +0.104%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.894208e-04
+  - errors:
+    - {label: stat, symerror: +4.376%}
+    - asymerror: {minus: -2.355%, plus: +2.355%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.482%, plus: +2.482%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.127%, plus: +0.126%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.053%, plus: +0.052%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.237%, plus: -0.401%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.332%, plus: -0.724%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.439%, plus: +1.706%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.319%, plus: +0.324%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.037%, plus: -0.116%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.557%, plus: +1.557%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.478%, plus: -0.217%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.163%, plus: +0.762%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.242%, plus: -0.269%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.023%, plus: +0.010%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.336%, plus: +2.336%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.431%, plus: -0.465%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.038%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.154%, plus: +0.154%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.029%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.059%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.105%, plus: +0.308%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.036%, plus: -0.203%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.275%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.004%, plus: -0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.207%, plus: -0.309%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.017%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.074%, plus: +0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.062%, plus: -0.132%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.244%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.686%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.098%, plus: -0.591%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.398%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.930%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.188%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.062%, plus: +0.056%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.163%, plus: +0.568%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.228%, plus: +4.746%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.082%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.206%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.116%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.240%, plus: +0.240%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.141%, plus: -0.466%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.139%, plus: +0.139%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.254%, plus: -0.863%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.130%, plus: -0.131%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.166%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.483%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.445%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.189%, plus: +0.188%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.175058e-04
+  - errors:
+    - {label: stat, symerror: +4.460%}
+    - asymerror: {minus: -0.826%, plus: +0.826%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.678%, plus: +9.678%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.364%, plus: +0.362%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.095%, plus: -0.320%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.061%, plus: -0.001%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.380%, plus: +1.077%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.488%, plus: +0.494%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.180%, plus: -0.227%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.211%, plus: +1.211%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.141%, plus: -0.017%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.997%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.098%, plus: +0.072%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.567%, plus: +1.567%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.171%, plus: -0.170%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.454%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.308%, plus: -0.303%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.258%, plus: +0.259%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.036%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.027%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.244%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.332%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.282%, plus: -0.367%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.201%, plus: -0.528%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.272%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.593%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.381%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.139%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.386%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.242%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.488%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.105%, plus: +0.304%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.242%, plus: +3.778%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.250%, plus: +0.770%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.038%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.293%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.707%, plus: -0.707%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.914%, plus: +2.914%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.463%, plus: -1.492%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.261%, plus: +0.262%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.473%, plus: -0.502%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.673%, plus: -0.675%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.260%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.189%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.406%, plus: +0.285%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.862%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.008%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.273%, plus: +0.272%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.701998e-05
+- header: {name: '1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS = 8) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.966626e-04
+   - value: 1.157516e-03
+   - value: 9.370265e-04
+   - value: 6.396952e-04
+   - value: 5.952694e-05
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 270.0, low: 0.0}
+  - {high: 320.0, low: 270.0}
+  - {high: 370.0, low: 320.0}
+  - {high: 420.0, low: 370.0}
+  - {high: 1000.0, low: 420.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table14.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table14.yaml
new file mode 100644
index 0000000000..14cc9444d3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table14.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'DSIG/DABS_T2_Y (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.710%}
+    - asymerror: {minus: -4.822%, plus: +4.822%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.527%, plus: +3.527%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.205%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.319%, plus: +0.320%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.446%, plus: +0.446%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.122%, plus: -0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.233%, plus: +0.279%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.339%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.136%, plus: -1.303%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.825%, plus: -0.818%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.158%, plus: +1.131%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.641%, plus: +0.641%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.268%, plus: +0.278%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.830%, plus: -2.521%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.097%, plus: -0.308%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.668%, plus: +0.784%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.407%, plus: +1.407%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.877%, plus: +0.880%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.793%, plus: +1.809%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.217%, plus: -0.217%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.073%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.089%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.301%, plus: -0.301%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.091%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.458%, plus: +0.424%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.807%, plus: +0.030%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.554%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.005%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.943%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.498%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.783%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.658%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.079%, plus: -0.489%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.007%, plus: -0.928%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.415%, plus: -1.409%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.233%, plus: -0.198%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.005%, plus: -7.005%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.990%, plus: +5.990%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.220%, plus: +3.449%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.396%, plus: +0.397%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.164%, plus: +0.164%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.949%, plus: +1.068%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.443%, plus: -0.442%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.147%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.025%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.081%, plus: -0.199%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.435%, plus: +3.679%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.480%, plus: +0.481%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.584943e+00
+  - errors:
+    - {label: stat, symerror: +2.161%}
+    - asymerror: {minus: -2.085%, plus: +2.085%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.756%, plus: +5.756%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.161%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.301%, plus: +0.302%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.458%, plus: +0.459%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.137%, plus: +0.247%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.505%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.029%, plus: -1.310%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.800%, plus: -0.794%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.161%, plus: +1.160%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.785%, plus: +0.785%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.089%, plus: +0.242%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.305%, plus: -2.428%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.063%, plus: -0.077%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.022%, plus: +0.736%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.747%, plus: +1.747%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.890%, plus: +0.894%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.372%, plus: +0.469%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.804%, plus: +1.821%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.219%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.108%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.022%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.141%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.294%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.093%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.254%, plus: +0.397%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.011%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.767%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.714%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.059%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.381%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.623%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.241%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.098%, plus: -1.078%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.838%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.010%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.020%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.165%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.973%, plus: -7.973%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.645%, plus: +10.645%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.126%, plus: +2.850%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.351%, plus: +0.351%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.155%, plus: +0.155%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.326%, plus: +0.860%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.448%, plus: -0.447%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.137%, plus: -0.071%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.024%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.707%, plus: +3.092%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.040%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.481%, plus: +0.483%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.447062e+00
+  - errors:
+    - {label: stat, symerror: +2.318%}
+    - asymerror: {minus: -3.774%, plus: +3.774%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.855%, plus: +3.855%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.058%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.298%, plus: +0.299%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.436%, plus: +0.437%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.120%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.116%, plus: +0.264%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.564%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.107%, plus: -0.960%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.804%, plus: -0.798%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.168%, plus: +1.122%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.840%, plus: +0.840%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.052%, plus: -0.061%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.997%, plus: -2.754%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.523%, plus: +0.776%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.900%, plus: +1.900%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.897%, plus: +0.901%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.797%, plus: +1.813%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.218%, plus: -0.218%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.177%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.029%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.411%, plus: -0.253%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.021%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.284%, plus: +0.540%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.036%, plus: -0.128%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.369%, plus: +0.078%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.371%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.061%, plus: +0.421%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.436%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.368%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.473%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.066%, plus: +0.141%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.508%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.011%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.029%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.147%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.615%, plus: -8.615%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.903%, plus: +10.903%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.832%, plus: +3.712%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.326%, plus: +0.326%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.092%, plus: +1.425%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.442%, plus: -0.441%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.152%, plus: -0.194%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.307%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.100%, plus: +3.816%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.471%, plus: +0.472%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.336200e+00
+  - errors:
+    - {label: stat, symerror: +2.441%}
+    - asymerror: {minus: -2.638%, plus: +2.638%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.924%, plus: +0.924%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.174%, plus: +0.204%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.296%, plus: +0.296%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.430%, plus: +0.431%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.187%, plus: +0.367%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.567%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.831%, plus: -0.825%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.183%, plus: +1.148%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.890%, plus: +0.890%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.263%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.082%, plus: -2.567%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.480%, plus: +0.664%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.028%, plus: +2.028%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.898%, plus: +0.901%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.798%, plus: +1.815%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.223%, plus: -0.223%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.049%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.103%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.037%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.387%, plus: -0.288%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.061%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.317%, plus: +0.436%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.463%, plus: +0.230%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.264%, plus: -0.108%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.704%, plus: +0.338%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.534%, plus: +0.294%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.134%, plus: -0.022%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.450%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.242%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.348%, plus: -0.523%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.172%, plus: -0.524%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.378%, plus: -2.719%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.033%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.023%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.275%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.598%, plus: -9.598%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.013%, plus: +8.013%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.162%, plus: +3.493%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.336%, plus: +0.337%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.024%, plus: +1.705%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.427%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.110%, plus: -0.172%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.159%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.214%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.400%, plus: +4.042%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.464%, plus: +0.465%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.187815e+00
+  - errors:
+    - {label: stat, symerror: +1.744%}
+    - asymerror: {minus: -3.141%, plus: +3.141%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.922%, plus: -0.922%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.115%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.297%, plus: +0.298%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.461%, plus: +0.462%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.120%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.329%, plus: +0.080%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.630%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.181%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.773%, plus: -0.767%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.223%, plus: +1.199%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.660%, plus: +0.660%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.518%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.482%, plus: -3.427%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.032%, plus: -0.287%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.862%, plus: +0.673%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.513%, plus: +1.513%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.883%, plus: +0.887%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.554%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.816%, plus: +1.833%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.234%, plus: -0.233%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.082%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.039%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.016%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.092%, plus: -0.359%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.125%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.455%, plus: +0.221%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.595%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.627%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.026%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.884%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.891%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.282%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.664%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.742%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.562%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.018%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.051%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.008%, plus: -0.144%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.393%, plus: -7.393%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.188%, plus: +7.188%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.492%, plus: +2.824%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.366%, plus: +0.367%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.171%, plus: +0.171%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.017%, plus: +1.414%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.430%, plus: -0.429%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.057%, plus: -0.135%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.035%, plus: -0.169%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.026%, plus: +3.127%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.468%, plus: +0.469%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.671943e-01
+  - errors:
+    - {label: stat, symerror: +3.711%}
+    - asymerror: {minus: -1.160%, plus: +1.160%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.120%, plus: -0.120%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.111%, plus: +0.224%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.297%, plus: +0.297%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.466%, plus: +0.468%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.134%, plus: -0.134%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.432%, plus: +0.265%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.212%, plus: -1.101%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.717%, plus: -0.712%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.294%, plus: +1.306%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.328%, plus: +1.328%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.087%, plus: -0.011%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.899%, plus: -3.469%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.104%, plus: -0.108%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.123%, plus: +0.988%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.014%, plus: +3.014%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.868%, plus: +0.871%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.184%, plus: +0.277%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.821%, plus: +1.838%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.238%, plus: -0.237%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.004%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.240%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.154%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.435%, plus: -0.401%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.030%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.715%, plus: +0.535%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.005%, plus: +0.212%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.296%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.843%, plus: +0.267%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.270%, plus: +0.438%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.951%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.656%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.808%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.049%, plus: -0.377%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.488%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.029%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.179%, plus: -0.360%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.291%, plus: -4.291%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.352%, plus: +6.352%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.450%, plus: +3.650%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.314%, plus: +0.314%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.477%, plus: +0.477%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.238%, plus: +1.311%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.432%, plus: -0.430%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.273%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.106%, plus: -0.156%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.168%, plus: -0.216%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.992%, plus: +3.935%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.487%, plus: +0.488%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.771006e-01
+- header: {name: 'DSIG/DABS_T2_Y (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.507491e+00
+   - value: 1.433205e+00
+   - value: 1.317132e+00
+   - value: 1.158892e+00
+   - value: 8.023539e-01
+   - value: 1.783866e-01
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.33, low: 0.0}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.1, low: 0.84}
+  - {high: 1.7, low: 1.1}
+  - {high: 2.5, low: 1.7}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table140.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table140.yaml
new file mode 100644
index 0000000000..17de82d952
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table140.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.604%}
+    - asymerror: {minus: +3.106%, plus: -3.106%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.732%, plus: -7.732%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.144%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.183%, plus: -0.182%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.010%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.220%, plus: +0.177%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.887%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.521%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.311%, plus: -1.331%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.300%, plus: +0.278%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.864%, plus: +0.864%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.217%, plus: -0.098%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.098%, plus: -1.881%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.239%, plus: +0.160%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.151%, plus: +0.127%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.628%, plus: +4.628%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.098%, plus: -0.099%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.172%, plus: +0.538%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.266%, plus: -0.258%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.029%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.094%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.030%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.063%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.010%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.417%, plus: +0.293%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.274%, plus: -0.163%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.657%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.635%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.085%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.846%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +2.339%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.804%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.785%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.170%, plus: -4.838%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.021%, plus: -0.059%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.025%, plus: -0.148%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.458%, plus: -6.458%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.956%, plus: +3.956%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.827%, plus: +1.603%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.028%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.299%, plus: +1.018%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.231%, plus: +0.232%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.446%, plus: +0.518%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.105%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.132%, plus: -0.225%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.059%, plus: +0.688%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.007%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.318%, plus: -0.317%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.456046e-04
+  - errors:
+    - {label: stat, symerror: +4.227%}
+    - asymerror: {minus: +3.475%, plus: -3.475%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.794%, plus: +2.794%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.330%, plus: +0.517%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.332%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.577%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.515%, plus: -0.522%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.366%, plus: +0.382%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.131%, plus: +1.131%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.380%, plus: +0.013%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.013%, plus: -1.985%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.072%, plus: -0.047%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.401%, plus: -0.164%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.885%, plus: +3.885%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.215%, plus: +0.212%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.077%, plus: +0.295%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.095%, plus: -0.093%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.051%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.079%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.334%, plus: -0.313%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.129%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.381%, plus: +0.644%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.009%, plus: -0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.351%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.378%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.407%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.440%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.197%, plus: +0.011%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.408%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.319%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.575%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.410%, plus: +0.324%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.868%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.797%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.153%, plus: -0.124%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.073%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.542%, plus: +3.542%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.652%, plus: +4.652%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.495%, plus: +2.422%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.588%, plus: +1.175%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.126%, plus: +0.127%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.345%, plus: +0.163%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.207%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.622%, plus: -0.320%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.771%, plus: +2.169%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.292692e-04
+  - errors:
+    - {label: stat, symerror: +3.423%}
+    - asymerror: {minus: -2.607%, plus: +2.607%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.639%, plus: -2.639%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.022%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.305%, plus: +0.304%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.140%, plus: +0.140%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.183%, plus: +0.447%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.143%, plus: +0.176%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.262%, plus: -0.041%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.050%, plus: +0.051%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.319%, plus: +0.308%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.839%, plus: +0.839%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.046%, plus: -0.153%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +4.669%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.094%, plus: +2.094%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.083%, plus: +0.082%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.198%, plus: -0.196%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.207%, plus: +0.207%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.087%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.067%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.010%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.332%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.100%, plus: +0.240%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.184%, plus: +0.356%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.016%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.207%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.088%, plus: -0.392%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.027%, plus: +0.439%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.314%, plus: +0.480%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.772%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.275%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.061%, plus: +0.045%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.343%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.302%, plus: +0.316%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.080%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.196%, plus: -0.173%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -7.496%, plus: +7.496%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.131%, plus: +5.131%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.420%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.334%, plus: +0.335%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.261%, plus: +0.679%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.334%, plus: -0.337%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +2.434%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.017%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.017%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.574%, plus: +1.494%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.125%, plus: +0.124%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.024137e-04
+- header: {name: '1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS > 8) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.370589e-04
+   - value: 8.602686e-04
+   - value: 1.028188e-04
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 280.0, low: 0.0}
+  - {high: 360.0, low: 280.0}
+  - {high: 1000.0, low: 360.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table141.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table141.yaml
new file mode 100644
index 0000000000..0e9ef4121b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table141.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.363000e-10}
+  - {value: 7.314000e-10}
+  - {value: 6.792000e-10}
+  - {value: 5.191000e-11}
+  - {value: 7.314000e-10}
+  - {value: 6.055000e-09}
+  - {value: 3.351000e-09}
+  - {value: 1.984000e-10}
+  - {value: 6.792000e-10}
+  - {value: 3.351000e-09}
+  - {value: 3.787000e-09}
+  - {value: 2.182000e-10}
+  - {value: 5.191000e-11}
+  - {value: 1.984000e-10}
+  - {value: 2.182000e-10}
+  - {value: 2.811000e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table142.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table142.yaml
new file mode 100644
index 0000000000..8baa4309f2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table142.yaml
@@ -0,0 +1,94 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -8.409000e-12}
+  - {value: -6.545000e-11}
+  - {value: -5.619000e-11}
+  - {value: -7.418000e-12}
+  - {value: 9.307000e-10}
+  - {value: 4.365000e-09}
+  - {value: 3.467000e-09}
+  - {value: 1.970000e-10}
+  - {value: -1.531000e-10}
+  - {value: 2.148000e-10}
+  - {value: -3.242000e-10}
+  - {value: -6.650000e-11}
+  - {value: 1.699000e-10}
+  - {value: 1.401000e-09}
+  - {value: 7.125000e-10}
+  - {value: -1.186000e-11}
+  - {value: -1.443000e-10}
+  - {value: 1.788000e-11}
+  - {value: -4.681000e-10}
+  - {value: -1.131000e-10}
+  - {value: 1.191000e-10}
+  - {value: 6.226000e-10}
+  - {value: 8.226000e-10}
+  - {value: 8.103000e-11}
+  - {value: 3.719000e-11}
+  - {value: 1.656000e-10}
+  - {value: 1.685000e-10}
+  - {value: 1.459000e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
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+  - {high: 1000.00, low: 360.00}
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+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table143.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table143.yaml
new file mode 100644
index 0000000000..b47283e702
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table143.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.321000e-10}
+  - {value: 1.289000e-10}
+  - {value: -1.293000e-10}
+  - {value: -9.258000e-13}
+  - {value: 5.674000e-11}
+  - {value: -8.390000e-11}
+  - {value: -4.906000e-12}
+  - {value: 1.289000e-10}
+  - {value: 1.143000e-08}
+  - {value: 1.466000e-09}
+  - {value: 1.552000e-09}
+  - {value: 3.308000e-10}
+  - {value: 1.185000e-10}
+  - {value: 1.773000e-10}
+  - {value: -1.293000e-10}
+  - {value: 1.466000e-09}
+  - {value: 5.296000e-09}
+  - {value: 1.673000e-09}
+  - {value: 1.291000e-09}
+  - {value: 3.210000e-10}
+  - {value: -1.843000e-11}
+  - {value: -9.258000e-13}
+  - {value: 1.552000e-09}
+  - {value: 1.673000e-09}
+  - {value: 4.201000e-09}
+  - {value: 1.827000e-09}
+  - {value: -2.496000e-10}
+  - {value: 3.257000e-11}
+  - {value: 5.674000e-11}
+  - {value: 3.308000e-10}
+  - {value: 1.291000e-09}
+  - {value: 1.827000e-09}
+  - {value: 5.696000e-09}
+  - {value: 3.683000e-10}
+  - {value: -4.621000e-11}
+  - {value: -8.390000e-11}
+  - {value: 1.185000e-10}
+  - {value: 3.210000e-10}
+  - {value: -2.496000e-10}
+  - {value: 3.683000e-10}
+  - {value: 2.222000e-09}
+  - {value: 5.485000e-11}
+  - {value: -4.906000e-12}
+  - {value: 1.773000e-10}
+  - {value: -1.843000e-11}
+  - {value: 3.257000e-11}
+  - {value: -4.621000e-11}
+  - {value: 5.485000e-11}
+  - {value: 1.907000e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
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+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
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+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
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+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table144.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table144.yaml
new file mode 100644
index 0000000000..5dbefb92c5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table144.yaml
@@ -0,0 +1,70 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.471000e-10}
+  - {value: 3.855000e-10}
+  - {value: 3.541000e-10}
+  - {value: 3.925000e-11}
+  - {value: -6.062000e-10}
+  - {value: -2.929000e-09}
+  - {value: -2.528000e-09}
+  - {value: -1.521000e-10}
+  - {value: -3.498000e-10}
+  - {value: -1.151000e-09}
+  - {value: -1.415000e-09}
+  - {value: -1.517000e-10}
+  - {value: 1.088000e-10}
+  - {value: 4.061000e-10}
+  - {value: 5.642000e-10}
+  - {value: 5.246000e-11}
+  - {value: -3.412000e-11}
+  - {value: -1.296000e-10}
+  - {value: -1.295000e-10}
+  - {value: -1.238000e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
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+  - {high: 320.00, low: 270.00}
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+  - {high: 370.00, low: 320.00}
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+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
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+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
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+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table145.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table145.yaml
new file mode 100644
index 0000000000..c7150224fa
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table145.yaml
@@ -0,0 +1,115 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.430000e-11}
+  - {value: 6.968000e-10}
+  - {value: -6.389000e-10}
+  - {value: -1.857000e-10}
+  - {value: -5.414000e-10}
+  - {value: -2.966000e-10}
+  - {value: 2.274000e-11}
+  - {value: -8.987000e-11}
+  - {value: -4.160000e-09}
+  - {value: -1.940000e-10}
+  - {value: -1.179000e-09}
+  - {value: -2.439000e-09}
+  - {value: -5.413000e-10}
+  - {value: -1.379000e-10}
+  - {value: 3.635000e-11}
+  - {value: -1.231000e-09}
+  - {value: 4.741000e-10}
+  - {value: 1.116000e-10}
+  - {value: 1.342000e-09}
+  - {value: -6.465000e-10}
+  - {value: -9.379000e-11}
+  - {value: -2.986000e-11}
+  - {value: 7.539000e-11}
+  - {value: -1.162000e-10}
+  - {value: -1.277000e-10}
+  - {value: 1.459000e-11}
+  - {value: 4.961000e-10}
+  - {value: 2.714000e-11}
+  - {value: 4.497000e-13}
+  - {value: -1.634000e-10}
+  - {value: 7.881000e-11}
+  - {value: 4.978000e-11}
+  - {value: 2.662000e-10}
+  - {value: -1.127000e-11}
+  - {value: -6.861000e-12}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
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+  - {high: 320.00, low: 270.00}
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+  - {high: 320.00, low: 270.00}
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+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
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+  - {high: 420.00, low: 370.00}
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+  - {high: 420.00, low: 370.00}
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+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
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+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
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+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table146.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table146.yaml
new file mode 100644
index 0000000000..32192e1e1d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table146.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.016000e-10}
+  - {value: -4.256000e-10}
+  - {value: -4.580000e-10}
+  - {value: -9.006000e-11}
+  - {value: -5.162000e-11}
+  - {value: -4.256000e-10}
+  - {value: 7.587000e-09}
+  - {value: 8.647000e-10}
+  - {value: -7.418000e-10}
+  - {value: -6.708000e-11}
+  - {value: -4.580000e-10}
+  - {value: 8.647000e-10}
+  - {value: 3.178000e-09}
+  - {value: -7.037000e-12}
+  - {value: 1.187000e-10}
+  - {value: -9.006000e-11}
+  - {value: -7.418000e-10}
+  - {value: -7.037000e-12}
+  - {value: 1.392000e-09}
+  - {value: 1.604000e-11}
+  - {value: -5.162000e-11}
+  - {value: -6.708000e-11}
+  - {value: 1.187000e-10}
+  - {value: 1.604000e-11}
+  - {value: 3.205000e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table147.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table147.yaml
new file mode 100644
index 0000000000..219c36fcc5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table147.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -4.717000e-10}
+  - {value: -2.133000e-09}
+  - {value: -2.072000e-09}
+  - {value: -1.847000e-10}
+  - {value: -5.863000e-10}
+  - {value: -3.003000e-09}
+  - {value: -2.572000e-09}
+  - {value: -1.375000e-10}
+  - {value: -2.537000e-11}
+  - {value: -1.347000e-10}
+  - {value: -3.051000e-12}
+  - {value: 1.327000e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table148.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table148.yaml
new file mode 100644
index 0000000000..5a7b8e6b34
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table148.yaml
@@ -0,0 +1,73 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.044000e-12}
+  - {value: -2.277000e-09}
+  - {value: 1.011000e-10}
+  - {value: -3.966000e-10}
+  - {value: 2.395000e-10}
+  - {value: -7.347000e-10}
+  - {value: -1.318000e-10}
+  - {value: -2.588000e-11}
+  - {value: -3.591000e-09}
+  - {value: -5.406000e-10}
+  - {value: -1.556000e-09}
+  - {value: -8.513000e-10}
+  - {value: -7.821000e-10}
+  - {value: -1.319000e-10}
+  - {value: -3.232000e-11}
+  - {value: -4.404000e-10}
+  - {value: -1.427000e-10}
+  - {value: -2.729000e-10}
+  - {value: -2.631000e-10}
+  - {value: 1.432000e-10}
+  - {value: 2.817000e-12}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
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+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table149.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table149.yaml
new file mode 100644
index 0000000000..f9d8bdbb96
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table149.yaml
@@ -0,0 +1,55 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -5.340000e-10}
+  - {value: 1.384000e-09}
+  - {value: 8.230000e-10}
+  - {value: -4.726000e-10}
+  - {value: 7.700000e-11}
+  - {value: -2.757000e-10}
+  - {value: 2.488000e-09}
+  - {value: 8.208000e-10}
+  - {value: -6.654000e-10}
+  - {value: 2.780000e-11}
+  - {value: -5.020000e-11}
+  - {value: 1.944000e-10}
+  - {value: -1.157000e-10}
+  - {value: 4.051000e-11}
+  - {value: -1.124000e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table15.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table15.yaml
new file mode 100644
index 0000000000..70a4ff527b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table15.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.044000e-02}
+  - {value: 4.151000e-02}
+  - {value: 4.064000e-02}
+  - {value: 3.166000e-02}
+  - {value: 2.045000e-02}
+  - {value: 3.266000e-03}
+  - {value: 4.151000e-02}
+  - {value: 5.283000e-02}
+  - {value: 4.749000e-02}
+  - {value: 3.528000e-02}
+  - {value: 2.256000e-02}
+  - {value: 3.678000e-03}
+  - {value: 4.064000e-02}
+  - {value: 4.749000e-02}
+  - {value: 4.778000e-02}
+  - {value: 3.484000e-02}
+  - {value: 2.231000e-02}
+  - {value: 3.618000e-03}
+  - {value: 3.166000e-02}
+  - {value: 3.528000e-02}
+  - {value: 3.484000e-02}
+  - {value: 3.040000e-02}
+  - {value: 1.805000e-02}
+  - {value: 2.948000e-03}
+  - {value: 2.045000e-02}
+  - {value: 2.256000e-02}
+  - {value: 2.231000e-02}
+  - {value: 1.805000e-02}
+  - {value: 1.212000e-02}
+  - {value: 1.914000e-03}
+  - {value: 3.266000e-03}
+  - {value: 3.678000e-03}
+  - {value: 3.618000e-03}
+  - {value: 2.948000e-03}
+  - {value: 1.914000e-03}
+  - {value: 4.310000e-04}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
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+  - {high: 0.59, low: 0.33}
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+  - {high: 0.59, low: 0.33}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 0.84, low: 0.59}
+  - {high: 0.84, low: 0.59}
+  - {high: 0.84, low: 0.59}
+  - {high: 0.84, low: 0.59}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 1.70, low: 1.10}
+  - {high: 1.70, low: 1.10}
+  - {high: 1.70, low: 1.10}
+  - {high: 1.70, low: 1.10}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 2.50, low: 1.70}
+  - {high: 2.50, low: 1.70}
+  - {high: 2.50, low: 1.70}
+  - {high: 2.50, low: 1.70}
+  - {high: 2.50, low: 1.70}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.59, low: 0.33}
+  - {high: 0.84, low: 0.59}
+  - {high: 1.10, low: 0.84}
+  - {high: 1.70, low: 1.10}
+  - {high: 2.50, low: 1.70}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table150.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table150.yaml
new file mode 100644
index 0000000000..8dbda959c1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table150.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.723000e-09}
+  - {value: 5.328000e-10}
+  - {value: -2.257000e-10}
+  - {value: 5.328000e-10}
+  - {value: 5.568000e-09}
+  - {value: 3.207000e-10}
+  - {value: -2.257000e-10}
+  - {value: 3.207000e-10}
+  - {value: 1.458000e-10}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table151.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table151.yaml
new file mode 100644
index 0000000000..557418bec0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table151.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.325%}
+    - asymerror: {minus: -6.617%, plus: +6.617%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.994%, plus: +1.994%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.259%, plus: -0.436%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.113%, plus: +0.114%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.344%, plus: +0.344%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.239%, plus: -0.238%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.137%, plus: -0.241%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.587%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.037%, plus: -0.963%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.311%, plus: -0.305%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.098%, plus: +1.127%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.162%, plus: +2.162%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.213%, plus: -0.043%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.797%, plus: -2.051%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.043%, plus: -0.052%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.111%, plus: +1.167%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.667%, plus: +1.667%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.815%, plus: +0.818%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.571%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.162%, plus: +2.185%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.538%, plus: -0.536%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.138%, plus: -0.240%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.022%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.308%, plus: -0.602%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.435%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.133%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.152%, plus: -0.279%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.008%, plus: -0.053%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.473%, plus: +0.466%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.502%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.410%, plus: +0.503%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.506%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.551%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.549%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.918%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.405%, plus: -0.927%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.108%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.883%, plus: +0.337%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.859%, plus: -1.859%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.219%, plus: -0.219%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.438%, plus: +2.838%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.218%, plus: +0.218%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.143%, plus: +0.143%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.581%, plus: +0.588%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.352%, plus: -0.352%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.493%, plus: -0.602%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.460%, plus: +0.191%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.202%, plus: -0.790%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.176%, plus: +3.125%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.284%, plus: +0.284%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.049404e-04
+  - errors:
+    - {label: stat, symerror: +5.120%}
+    - asymerror: {minus: -4.478%, plus: +4.478%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.828%, plus: +2.828%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.454%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.214%, plus: +0.215%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.405%, plus: +0.406%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.256%, plus: -0.256%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.114%, plus: -0.510%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.728%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -3.241%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.223%, plus: -0.219%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.914%, plus: +0.943%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.283%, plus: +2.283%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.427%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.644%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.435%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.519%, plus: +0.744%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.372%, plus: +1.372%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.704%, plus: +0.707%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.657%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.044%, plus: +2.064%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.400%, plus: -0.400%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.366%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.369%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.248%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.416%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.620%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.002%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.033%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.240%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.644%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.870%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.566%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.669%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -7.311%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -6.892%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -2.226%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.392%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.195%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.895%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.682%, plus: -0.893%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.771%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.283%, plus: -1.283%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.141%, plus: +1.141%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.293%, plus: +0.268%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.306%, plus: +0.307%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.169%, plus: +0.169%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.060%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.317%, plus: -0.316%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.918%, plus: -0.499%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.427%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.276%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.328%, plus: +0.303%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.553%, plus: +0.554%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.581794e-03
+  - errors:
+    - {label: stat, symerror: +3.579%}
+    - asymerror: {minus: -6.897%, plus: +6.897%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.688%, plus: -1.688%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.026%, plus: +0.346%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.389%, plus: +0.390%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.427%, plus: +0.428%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.202%, plus: -0.202%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.025%, plus: +0.059%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.604%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.209%, plus: -0.206%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.678%, plus: +0.652%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.496%, plus: +1.496%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.755%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.142%, plus: -0.013%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.985%, plus: +1.275%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.679%, plus: +0.679%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.651%, plus: +0.653%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.456%, plus: -0.319%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.948%, plus: +1.968%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.261%, plus: -0.260%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.131%, plus: -0.130%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.147%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.032%, plus: +0.328%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.269%, plus: -0.201%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.443%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.038%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.561%, plus: +0.033%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.565%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.322%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.920%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.066%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.159%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.626%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.750%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.025%, plus: -3.303%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.052%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.052%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.531%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.871%, plus: -0.871%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.681%, plus: +1.681%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.188%, plus: +0.826%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.258%, plus: +0.258%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.177%, plus: +0.177%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.217%, plus: +0.635%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.364%, plus: -0.363%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.106%, plus: +0.027%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.330%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.060%, plus: +0.747%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.708%, plus: +0.710%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.271459e-03
+  - errors:
+    - {label: stat, symerror: +3.917%}
+    - asymerror: {minus: -8.122%, plus: +8.122%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.345%, plus: +0.345%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.431%, plus: +0.251%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.708%, plus: +0.711%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.476%, plus: +0.478%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.063%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.026%, plus: -0.437%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.125%, plus: -0.121%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.422%, plus: +0.385%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.595%, plus: +1.595%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.901%, plus: +0.619%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.481%, plus: -2.509%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.718%, plus: +0.366%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.317%, plus: +0.317%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.516%, plus: +0.517%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.666%, plus: +0.425%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.618%, plus: +1.630%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.210%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.354%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.164%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.089%, plus: -0.266%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.179%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.383%, plus: +0.164%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.266%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.201%, plus: -0.863%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.904%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.344%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.037%, plus: +0.399%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.014%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.595%, plus: +0.572%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.105%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.418%, plus: -0.662%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.415%, plus: +3.415%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.691%, plus: +1.646%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.325%, plus: +0.325%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.112%, plus: +0.112%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.510%, plus: +0.284%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.748%, plus: -0.745%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -1.255%, plus: +0.038%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.247%, plus: -0.463%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.393%, plus: +0.273%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.336%, plus: +3.298%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.190%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.866%, plus: +0.870%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.140786e-04
+- header: {name: 'D2SIG/DT1_PT/DN_JETS (N_JETS = 6) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.076424e-04
+   - value: 1.593395e-03
+   - value: 1.478076e-03
+   - value: 1.377817e-04
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 250.0, low: 0.0}
+  - {high: 285.0, low: 250.0}
+  - {high: 360.0, low: 285.0}
+  - {high: 1000.0, low: 360.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table152.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table152.yaml
new file mode 100644
index 0000000000..bd6fa92bfc
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table152.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.973%}
+    - asymerror: {minus: -2.711%, plus: +2.711%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.177%, plus: -5.177%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.009%, plus: +0.442%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.374%, plus: +0.375%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.150%, plus: -0.150%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.203%, plus: +0.540%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.425%, plus: +0.496%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.792%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.914%, plus: -0.907%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.271%, plus: +1.276%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.771%, plus: +1.771%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.317%, plus: -2.960%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +1.096%, plus: -0.469%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.606%, plus: +0.517%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.289%, plus: +4.289%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.932%, plus: +0.937%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.008%, plus: +2.030%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.486%, plus: -0.484%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.110%, plus: -0.237%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.054%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.715%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.236%, plus: +0.847%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.448%, plus: +0.133%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.751%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.558%, plus: +0.237%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.443%, plus: +0.386%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.612%, plus: +0.832%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.657%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.417%, plus: +0.277%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.460%, plus: -1.127%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.262%, plus: -2.486%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.053%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.060%, plus: -0.323%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.556%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.217%, plus: -3.217%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.459%, plus: +7.459%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.300%, plus: +4.202%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.037%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.154%, plus: +0.154%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.654%, plus: +1.907%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.331%, plus: -0.330%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.274%, plus: -0.177%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.301%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.161%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.819%, plus: +4.441%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.106%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.135%, plus: +0.135%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.003635e-04
+  - errors:
+    - {label: stat, symerror: +4.048%}
+    - asymerror: {minus: -3.113%, plus: +3.113%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.569%, plus: +4.569%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.254%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.377%, plus: +0.377%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.186%, plus: -0.186%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.274%, plus: -0.630%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.210%, plus: +0.116%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.558%, plus: -0.552%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.250%, plus: +1.209%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.654%, plus: +1.654%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.456%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.400%, plus: -1.337%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.486%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.011%, plus: +1.340%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.685%, plus: +2.685%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.937%, plus: +0.942%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.067%, plus: +0.659%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.989%, plus: +2.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.404%, plus: -0.403%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.198%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.101%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.286%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.273%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.563%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.621%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.224%, plus: +0.144%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.267%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.556%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.271%, plus: -0.285%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.024%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.246%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.686%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.403%, plus: -0.172%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.234%, plus: +0.032%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.050%, plus: -0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.844%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.030%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.520%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.207%, plus: -3.207%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.378%, plus: +2.378%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.806%, plus: +3.785%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.231%, plus: +0.231%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.143%, plus: +0.143%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +1.734%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.324%, plus: -0.323%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.242%, plus: +0.095%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.398%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.742%, plus: -0.307%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.110%, plus: +3.317%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.117%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.331%, plus: +0.332%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.600297e-03
+  - errors:
+    - {label: stat, symerror: +3.531%}
+    - asymerror: {minus: -2.311%, plus: +2.311%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.633%, plus: +5.633%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.126%, plus: +0.191%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.161%, plus: +0.161%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.396%, plus: +0.396%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.187%, plus: -0.187%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.125%, plus: +0.217%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.259%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.419%, plus: -0.414%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.168%, plus: +1.102%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.417%, plus: +1.417%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.004%, plus: +0.020%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.449%, plus: -1.488%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.429%, plus: +0.934%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.951%, plus: +1.951%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.924%, plus: +0.928%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.968%, plus: +1.987%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.320%, plus: -0.320%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.102%, plus: -0.102%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.018%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.146%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.116%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.165%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.311%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.143%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.274%, plus: +0.458%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.238%, plus: +0.386%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.459%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.814%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.307%, plus: +0.423%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.060%, plus: +1.115%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.128%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.434%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.870%, plus: -0.732%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.092%, plus: -1.668%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.773%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.289%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.240%, plus: -3.240%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.509%, plus: +8.509%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.821%, plus: +2.582%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.311%, plus: +0.311%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.129%, plus: +0.129%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.095%, plus: +0.994%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.334%, plus: -0.334%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.324%, plus: +0.431%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.150%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.095%, plus: +2.435%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.475%, plus: +0.476%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.875650e-03
+  - errors:
+    - {label: stat, symerror: +3.313%}
+    - asymerror: {minus: -2.102%, plus: +2.102%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.413%, plus: +5.413%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.375%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.257%, plus: +0.257%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.433%, plus: +0.435%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.173%, plus: -0.173%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.330%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.045%, plus: +0.004%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.012%, plus: -1.952%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.385%, plus: -0.380%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.043%, plus: +1.050%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.342%, plus: +1.342%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.814%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.866%, plus: -2.333%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.445%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.958%, plus: +0.091%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.495%, plus: +1.495%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.880%, plus: +0.883%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.329%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.914%, plus: +1.931%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.232%, plus: -0.232%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.016%, plus: -0.353%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.285%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.416%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.590%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.017%, plus: +0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.432%, plus: +0.104%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.108%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.864%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.321%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.877%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.911%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.437%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.158%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.097%, plus: -1.405%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.007%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.026%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.773%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.536%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.058%, plus: -3.058%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.929%, plus: +5.929%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.540%, plus: +0.843%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.294%, plus: +0.294%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.123%, plus: +0.123%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.241%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.366%, plus: -0.366%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.264%, plus: -0.297%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.436%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.103%, plus: +1.565%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.574%, plus: +0.575%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.724948e-03
+  - errors:
+    - {label: stat, symerror: +3.503%}
+    - asymerror: {minus: -3.673%, plus: +3.673%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.108%, plus: +10.108%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.066%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.409%, plus: +0.409%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.486%, plus: +0.488%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.144%, plus: -0.144%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.274%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.052%, plus: +0.139%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.216%, plus: -1.538%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.304%, plus: -0.301%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.920%, plus: +0.906%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.425%, plus: +1.425%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.780%, plus: -1.645%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.178%, plus: -0.097%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.832%, plus: +1.145%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.262%, plus: +1.262%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.830%, plus: +0.833%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.575%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.864%, plus: +1.881%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.165%, plus: -0.165%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.094%, plus: -0.094%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.100%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.256%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.141%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.294%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.118%, plus: +0.356%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.018%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.176%, plus: +0.072%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.010%, plus: -0.776%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.663%, plus: +0.229%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.352%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.199%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.520%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.311%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.341%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.939%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.342%, plus: -1.996%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.507%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.295%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.019%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.473%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.048%, plus: -3.048%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.980%, plus: +7.980%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.958%, plus: +1.862%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.305%, plus: +0.306%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.104%, plus: +0.104%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.833%, plus: +0.926%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.417%, plus: -0.416%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.262%, plus: -0.596%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.233%, plus: -0.139%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.422%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.410%, plus: +2.254%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.064%, plus: +0.198%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.656%, plus: +0.658%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.143251e-03
+  - errors:
+    - {label: stat, symerror: +4.001%}
+    - asymerror: {minus: -6.294%, plus: +6.294%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.597%, plus: -3.597%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.338%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.551%, plus: +0.553%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.531%, plus: +0.532%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.131%, plus: -0.130%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.219%, plus: -0.001%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.084%, plus: -0.101%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.245%, plus: -0.242%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.812%, plus: +0.828%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.645%, plus: +1.645%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.904%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.964%, plus: -1.484%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.653%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.103%, plus: +1.103%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.771%, plus: +0.773%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.628%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.779%, plus: +1.794%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.282%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.282%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.370%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.166%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.406%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.556%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.383%, plus: -0.855%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.451%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.218%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.350%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.057%, plus: +0.573%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.885%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.688%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.117%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.567%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.238%, plus: -2.238%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.976%, plus: +8.976%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.239%, plus: +1.762%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.402%, plus: +0.403%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.635%, plus: +1.011%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.561%, plus: -0.560%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.547%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.500%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.953%, plus: +3.508%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.104%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.737%, plus: +0.739%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.514455e-03
+  - errors:
+    - {label: stat, symerror: +3.959%}
+    - asymerror: {minus: -5.463%, plus: +5.463%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.673%, plus: +2.673%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.554%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.700%, plus: +0.702%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.544%, plus: +0.546%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.288%, plus: +0.206%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.649%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.577%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.242%, plus: -0.240%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.676%, plus: +0.642%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.343%, plus: +1.343%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.715%, plus: +0.411%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.796%, plus: -1.885%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.022%, plus: -0.211%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.066%, plus: +0.513%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.667%, plus: +0.667%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.569%, plus: +0.571%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.416%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.482%, plus: +1.492%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.275%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.344%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.138%, plus: -0.511%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.195%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.436%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.521%, plus: +0.278%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.000%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.993%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.554%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.162%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.530%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.363%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.261%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.376%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.514%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.368%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.344%, plus: -0.906%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.033%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.221%, plus: +0.621%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.353%, plus: -0.995%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.524%, plus: -1.524%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.375%, plus: +4.375%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.670%, plus: +1.719%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.471%, plus: +0.472%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.097%, plus: +0.097%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.683%, plus: +0.239%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.082%, plus: -1.077%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.249%, plus: -0.738%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.885%, plus: +0.286%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.643%, plus: +3.400%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.192%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.815%, plus: +0.818%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.328787e-04
+- header: {name: 'D2SIG/DT1_PT/DN_JETS (N_JETS = 7) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.581418e-04
+   - value: 2.619756e-03
+   - value: 2.984364e-03
+   - value: 2.882958e-03
+   - value: 2.351117e-03
+   - value: 1.649609e-03
+   - value: 1.468118e-04
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 225.0, low: 0.0}
+  - {high: 255.0, low: 225.0}
+  - {high: 290.0, low: 255.0}
+  - {high: 330.0, low: 290.0}
+  - {high: 370.0, low: 330.0}
+  - {high: 415.0, low: 370.0}
+  - {high: 1000.0, low: 415.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table153.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table153.yaml
new file mode 100644
index 0000000000..a25812dac4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table153.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.015%}
+    - asymerror: {minus: -3.087%, plus: +3.087%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.541%, plus: +3.541%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.156%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.403%, plus: +0.403%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.365%, plus: +0.332%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.760%, plus: +0.209%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.129%, plus: -1.018%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.409%, plus: -1.402%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.333%, plus: +1.295%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.080%, plus: +1.080%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.441%, plus: +0.493%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.283%, plus: -4.745%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.087%, plus: -0.277%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.517%, plus: +0.919%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.053%, plus: +4.053%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.925%, plus: +0.929%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.778%, plus: +1.797%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.369%, plus: -0.368%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.089%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.157%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.430%, plus: -0.388%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.054%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.631%, plus: +0.298%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.053%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.217%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.512%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.645%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.388%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.024%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.878%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.336%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.961%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.395%, plus: -2.255%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.033%, plus: +0.053%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.218%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.028%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.306%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.621%, plus: -1.621%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.546%, plus: +4.546%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.281%, plus: +4.134%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.238%, plus: +0.238%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.149%, plus: +0.149%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.052%, plus: +1.698%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.273%, plus: -0.272%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.254%, plus: -0.247%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.108%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.183%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.142%, plus: +4.168%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.183%, plus: +0.183%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.166629e-04
+  - errors:
+    - {label: stat, symerror: +3.577%}
+    - asymerror: {minus: -0.480%, plus: +0.480%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.673%, plus: +1.673%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.178%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.221%, plus: +0.222%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.462%, plus: +0.463%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.154%, plus: -0.154%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.389%, plus: +0.185%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.288%, plus: -1.720%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.837%, plus: -0.831%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.296%, plus: +1.304%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.305%, plus: +1.305%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.854%, plus: -3.383%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.207%, plus: +0.092%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.685%, plus: +0.187%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.866%, plus: +2.866%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.047%, plus: +1.052%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.650%, plus: +0.151%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.820%, plus: +1.838%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.221%, plus: -0.221%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.088%, plus: -0.088%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.212%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.081%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.348%, plus: -0.418%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.410%, plus: +0.421%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.039%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.750%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.699%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.876%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.329%, plus: +0.613%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.476%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.930%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.786%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.855%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.104%, plus: -0.559%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.737%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.114%, plus: -3.456%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.293%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.130%, plus: -3.130%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.695%, plus: +11.695%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.985%, plus: +4.111%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.390%, plus: +0.390%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.853%, plus: +1.168%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.328%, plus: -0.327%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.289%, plus: -0.344%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.413%, plus: -0.386%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.858%, plus: +3.706%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.433%, plus: +0.434%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.411992e-03
+  - errors:
+    - {label: stat, symerror: +3.719%}
+    - asymerror: {minus: -1.063%, plus: +1.063%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.997%, plus: +6.997%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.026%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.288%, plus: +0.289%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.481%, plus: +0.482%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.132%, plus: -0.132%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.049%, plus: +0.204%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.635%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.564%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.601%, plus: -0.595%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.232%, plus: +1.206%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.366%, plus: +1.366%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.031%, plus: +0.257%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.494%, plus: -2.509%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.612%, plus: -0.152%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.387%, plus: +0.988%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.290%, plus: +2.290%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.997%, plus: +1.001%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.156%, plus: +0.460%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.782%, plus: +1.798%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.132%, plus: -0.132%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.106%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.148%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.214%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.085%, plus: +0.243%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.708%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.790%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.708%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.119%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.817%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.245%, plus: -0.562%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.010%, plus: -1.157%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.014%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.288%, plus: -0.189%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.051%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.769%, plus: -2.769%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.634%, plus: +9.634%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.638%, plus: +3.601%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.380%, plus: +0.381%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.938%, plus: +1.840%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.401%, plus: -0.400%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.152%, plus: -0.146%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.121%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.077%, plus: +3.770%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.060%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.562%, plus: +0.563%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.880181e-03
+  - errors:
+    - {label: stat, symerror: +4.404%}
+    - asymerror: {minus: -5.661%, plus: +5.661%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.408%, plus: +4.408%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.125%, plus: +0.294%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.422%, plus: +0.422%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.513%, plus: +0.514%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.103%, plus: -0.103%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.027%, plus: -0.168%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.097%, plus: -0.761%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.377%, plus: +0.582%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.515%, plus: -0.510%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.124%, plus: +1.019%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.572%, plus: +1.572%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.338%, plus: -0.097%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.532%, plus: -1.766%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.372%, plus: -0.362%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.771%, plus: +0.777%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.183%, plus: +2.183%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.908%, plus: +0.911%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.350%, plus: -0.302%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.727%, plus: +1.741%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.027%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.170%, plus: +0.364%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.022%, plus: -0.215%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.019%, plus: -0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.182%, plus: +0.089%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.072%, plus: +0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.453%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.235%, plus: +0.266%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.223%, plus: -0.706%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.976%, plus: -0.407%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.628%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.302%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.399%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.839%, plus: +3.578%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.082%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.209%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.298%, plus: -0.223%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.092%, plus: -2.092%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.653%, plus: +7.653%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.961%, plus: +2.776%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.488%, plus: +0.489%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.104%, plus: +0.104%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.045%, plus: +0.419%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.569%, plus: -0.568%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.250%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.229%, plus: -0.169%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.349%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.099%, plus: +3.583%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.017%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.646%, plus: +0.648%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.305370e-03
+  - errors:
+    - {label: stat, symerror: +4.475%}
+    - asymerror: {minus: -4.083%, plus: +4.083%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -11.738%, plus: +11.738%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.077%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.657%, plus: +0.658%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.580%, plus: +0.582%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.344%, plus: -0.341%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.983%, plus: +0.907%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.200%, plus: +1.200%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.675%, plus: -2.889%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.031%, plus: -0.021%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.652%, plus: +0.789%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.315%, plus: +1.315%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.678%, plus: +0.679%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.414%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.462%, plus: +1.472%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.092%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.230%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.045%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.107%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.469%, plus: +0.043%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.847%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.667%, plus: +0.114%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.424%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.109%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.240%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.335%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.621%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.253%, plus: +0.784%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.476%, plus: -0.341%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.017%, plus: -3.017%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.880%, plus: +10.880%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.649%, plus: +1.716%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.609%, plus: +0.613%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.138%, plus: +0.138%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.828%, plus: +0.785%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.114%, plus: -1.110%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.253%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.272%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.361%, plus: +3.288%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.043%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.729%, plus: +0.732%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.205368e-04
+- header: {name: 'D2SIG/DT1_PT/DN_JETS (N_JETS = 8) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.428374e-04
+   - value: 2.459516e-03
+   - value: 1.991014e-03
+   - value: 1.359238e-03
+   - value: 1.264841e-04
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 270.0, low: 0.0}
+  - {high: 320.0, low: 270.0}
+  - {high: 370.0, low: 320.0}
+  - {high: 420.0, low: 370.0}
+  - {high: 1000.0, low: 420.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table154.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table154.yaml
new file mode 100644
index 0000000000..49f22dc57e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table154.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.853%}
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.998%, plus: -5.998%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.289%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.112%, plus: +0.113%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.470%, plus: +0.472%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.429%, plus: +0.411%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.650%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.276%, plus: -0.590%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.159%, plus: -2.151%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.457%, plus: +1.417%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.908%, plus: +0.908%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.827%, plus: -4.342%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.110%, plus: +0.067%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.898%, plus: +0.895%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.100%, plus: +5.100%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.751%, plus: +0.751%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.253%, plus: +0.703%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.503%, plus: +1.518%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.285%, plus: -0.285%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.058%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.016%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.358%, plus: -0.546%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.082%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.803%, plus: +0.694%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.753%, plus: -0.203%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.394%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.285%, plus: +0.400%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.427%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.345%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.569%, plus: -5.899%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.021%, plus: -0.062%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.208%, plus: -0.299%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.634%, plus: -8.634%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.002%, plus: +12.002%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.869%, plus: +4.911%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.321%, plus: +0.319%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.578%, plus: +2.324%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.207%, plus: -0.206%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.272%, plus: +0.450%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.267%, plus: -0.331%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.550%, plus: +4.223%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.028%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.141%, plus: +0.141%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.153375e-03
+  - errors:
+    - {label: stat, symerror: +4.310%}
+    - asymerror: {minus: +0.357%, plus: -0.357%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.725%, plus: +4.725%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.165%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.244%, plus: +0.244%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.470%, plus: +0.471%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.538%, plus: +0.751%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.507%, plus: -0.534%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.355%, plus: -1.348%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.522%, plus: +1.523%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.141%, plus: +1.141%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.518%, plus: +0.134%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.767%, plus: -4.444%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.202%, plus: -0.140%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.350%, plus: +0.601%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.973%, plus: +3.973%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.061%, plus: +1.065%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.157%, plus: +0.459%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.671%, plus: +1.686%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.147%, plus: -0.147%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.101%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.057%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.093%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.630%, plus: -0.602%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.202%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.767%, plus: +1.046%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.003%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.166%, plus: +0.078%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.512%, plus: +0.040%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.612%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.137%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.379%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.225%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.194%, plus: -0.454%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.151%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.027%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.109%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.133%, plus: +1.133%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.752%, plus: +12.752%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.547%, plus: +5.758%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.456%, plus: +0.457%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.876%, plus: +2.483%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.312%, plus: -0.311%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.171%, plus: +0.096%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.144%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.758%, plus: -0.426%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.272%, plus: +5.756%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.392%, plus: +0.392%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.541631e-03
+  - errors:
+    - {label: stat, symerror: +3.487%}
+    - asymerror: {minus: -5.921%, plus: +5.921%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.810%, plus: -0.810%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.167%, plus: +0.275%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.598%, plus: +0.600%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.600%, plus: +0.603%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.392%, plus: +0.681%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.377%, plus: +0.138%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.325%, plus: -1.145%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.786%, plus: -0.781%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.476%, plus: +1.448%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.825%, plus: +0.825%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +3.785%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.352%, plus: -0.061%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.788%, plus: +0.682%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.991%, plus: +1.991%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.930%, plus: +0.934%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.291%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.570%, plus: +1.581%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.137%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.020%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.025%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.628%, plus: -0.367%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.173%, plus: +0.323%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.571%, plus: +0.757%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.010%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.440%, plus: +0.019%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.468%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.828%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.892%, plus: +0.322%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.728%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.782%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.307%, plus: -0.365%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.592%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.624%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.305%, plus: +0.330%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.117%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.379%, plus: -0.324%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.996%, plus: +4.996%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -13.269%, plus: +13.269%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.060%, plus: +4.723%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.682%, plus: +0.686%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.101%, plus: +0.101%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.553%, plus: +1.981%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.774%, plus: -0.773%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.613%, plus: -0.022%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.047%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.152%, plus: -0.130%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.047%, plus: +5.057%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.102%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.582%, plus: +0.584%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.164964e-04
+- header: {name: 'D2SIG/DT1_PT/DN_JETS (N_JETS > 8) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 9.286724e-04
+   - value: 1.827917e-03
+   - value: 2.184716e-04
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 280.0, low: 0.0}
+  - {high: 360.0, low: 280.0}
+  - {high: 1000.0, low: 360.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table155.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table155.yaml
new file mode 100644
index 0000000000..a5043883db
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table155.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.008000e-09}
+  - {value: 2.386000e-09}
+  - {value: 2.578000e-09}
+  - {value: 2.780000e-10}
+  - {value: 2.386000e-09}
+  - {value: 1.902000e-08}
+  - {value: 9.815000e-09}
+  - {value: 8.769000e-10}
+  - {value: 2.578000e-09}
+  - {value: 9.815000e-09}
+  - {value: 1.368000e-08}
+  - {value: 1.064000e-09}
+  - {value: 2.780000e-10}
+  - {value: 8.769000e-10}
+  - {value: 1.064000e-09}
+  - {value: 1.633000e-10}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table156.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table156.yaml
new file mode 100644
index 0000000000..a41dab2fa4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table156.yaml
@@ -0,0 +1,94 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.119000e-09}
+  - {value: 4.309000e-09}
+  - {value: 4.163000e-09}
+  - {value: 4.940000e-10}
+  - {value: 5.145000e-09}
+  - {value: 1.806000e-08}
+  - {value: 1.699000e-08}
+  - {value: 1.811000e-09}
+  - {value: 5.139000e-09}
+  - {value: 2.338000e-08}
+  - {value: 2.040000e-08}
+  - {value: 2.427000e-09}
+  - {value: 4.709000e-09}
+  - {value: 2.038000e-08}
+  - {value: 1.766000e-08}
+  - {value: 1.918000e-09}
+  - {value: 5.135000e-09}
+  - {value: 2.406000e-08}
+  - {value: 2.042000e-08}
+  - {value: 2.065000e-09}
+  - {value: 3.637000e-09}
+  - {value: 1.475000e-08}
+  - {value: 1.528000e-08}
+  - {value: 1.810000e-09}
+  - {value: 2.781000e-10}
+  - {value: 1.020000e-09}
+  - {value: 1.107000e-09}
+  - {value: 1.317000e-10}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table157.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table157.yaml
new file mode 100644
index 0000000000..88f1e2ccda
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table157.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.922000e-09}
+  - {value: 1.316000e-08}
+  - {value: 2.039000e-08}
+  - {value: 1.640000e-08}
+  - {value: 1.824000e-08}
+  - {value: 1.095000e-08}
+  - {value: 6.762000e-10}
+  - {value: 1.316000e-08}
+  - {value: 7.105000e-08}
+  - {value: 7.133000e-08}
+  - {value: 5.337000e-08}
+  - {value: 6.287000e-08}
+  - {value: 3.545000e-08}
+  - {value: 2.377000e-09}
+  - {value: 2.039000e-08}
+  - {value: 7.133000e-08}
+  - {value: 1.358000e-07}
+  - {value: 9.480000e-08}
+  - {value: 1.030000e-07}
+  - {value: 6.197000e-08}
+  - {value: 3.573000e-09}
+  - {value: 1.640000e-08}
+  - {value: 5.337000e-08}
+  - {value: 9.480000e-08}
+  - {value: 8.570000e-08}
+  - {value: 8.507000e-08}
+  - {value: 4.605000e-08}
+  - {value: 2.866000e-09}
+  - {value: 1.824000e-08}
+  - {value: 6.287000e-08}
+  - {value: 1.030000e-07}
+  - {value: 8.507000e-08}
+  - {value: 1.074000e-07}
+  - {value: 5.408000e-08}
+  - {value: 3.128000e-09}
+  - {value: 1.095000e-08}
+  - {value: 3.545000e-08}
+  - {value: 6.197000e-08}
+  - {value: 4.605000e-08}
+  - {value: 5.408000e-08}
+  - {value: 4.241000e-08}
+  - {value: 2.203000e-09}
+  - {value: 6.762000e-10}
+  - {value: 2.377000e-09}
+  - {value: 3.573000e-09}
+  - {value: 2.866000e-09}
+  - {value: 3.128000e-09}
+  - {value: 2.203000e-09}
+  - {value: 1.859000e-10}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
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+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
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+  - {high: 415.00, low: 370.00}
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+  - {high: 370.00, low: 330.00}
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+  - {high: 1000.00, low: 415.00}
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+  - {high: 290.00, low: 255.00}
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+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
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+  - {high: 370.00, low: 330.00}
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+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
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+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table158.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table158.yaml
new file mode 100644
index 0000000000..3c51d3d37f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table158.yaml
@@ -0,0 +1,70 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.080000e-09}
+  - {value: 6.851000e-09}
+  - {value: 6.831000e-09}
+  - {value: 8.781000e-10}
+  - {value: 4.141000e-09}
+  - {value: 1.587000e-08}
+  - {value: 1.557000e-08}
+  - {value: 2.298000e-09}
+  - {value: 3.796000e-09}
+  - {value: 1.730000e-08}
+  - {value: 1.462000e-08}
+  - {value: 1.679000e-09}
+  - {value: 3.365000e-09}
+  - {value: 1.334000e-08}
+  - {value: 1.350000e-08}
+  - {value: 1.547000e-09}
+  - {value: 3.309000e-10}
+  - {value: 1.579000e-09}
+  - {value: 1.366000e-09}
+  - {value: 1.460000e-10}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
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+  - {high: 370.00, low: 320.00}
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+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
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+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table159.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table159.yaml
new file mode 100644
index 0000000000..93d7506a37
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table159.yaml
@@ -0,0 +1,115 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.808000e-09}
+  - {value: 1.998000e-08}
+  - {value: 2.873000e-08}
+  - {value: 2.332000e-08}
+  - {value: 2.538000e-08}
+  - {value: 1.573000e-08}
+  - {value: 1.082000e-09}
+  - {value: 1.998000e-08}
+  - {value: 5.324000e-08}
+  - {value: 1.096000e-07}
+  - {value: 8.250000e-08}
+  - {value: 8.278000e-08}
+  - {value: 5.727000e-08}
+  - {value: 3.230000e-09}
+  - {value: 1.638000e-08}
+  - {value: 5.092000e-08}
+  - {value: 8.987000e-08}
+  - {value: 7.011000e-08}
+  - {value: 8.000000e-08}
+  - {value: 4.455000e-08}
+  - {value: 2.622000e-09}
+  - {value: 9.705000e-09}
+  - {value: 3.206000e-08}
+  - {value: 5.236000e-08}
+  - {value: 4.088000e-08}
+  - {value: 4.541000e-08}
+  - {value: 3.066000e-08}
+  - {value: 1.872000e-09}
+  - {value: 1.253000e-09}
+  - {value: 4.147000e-09}
+  - {value: 7.200000e-09}
+  - {value: 5.764000e-09}
+  - {value: 6.784000e-09}
+  - {value: 3.645000e-09}
+  - {value: 2.208000e-10}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table16.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table16.yaml
new file mode 100644
index 0000000000..380254dc91
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table16.yaml
@@ -0,0 +1,2514 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DABS_TT_Y (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.859%}
+    - asymerror: {minus: -0.765%, plus: +0.765%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.119%, plus: -1.119%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.100%, plus: +0.144%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.053%, plus: +0.052%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.006%, plus: +0.010%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.996%, plus: +0.996%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.007%, plus: +0.138%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.065%, plus: -0.095%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.414%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.295%, plus: +2.295%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.333%, plus: +0.041%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.022%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.005%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.007%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.062%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.033%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.207%, plus: +0.179%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.003%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.329%, plus: +0.249%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.260%, plus: -0.155%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.549%, plus: +0.149%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.369%, plus: +0.208%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.164%, plus: +0.345%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.010%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.282%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.336%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.102%, plus: -3.230%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.041%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.187%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.405%, plus: -1.405%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.821%, plus: -0.821%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.039%, plus: +0.804%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.165%, plus: -0.114%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.222%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.147016e-01
+  - errors:
+    - {label: stat, symerror: +2.867%}
+    - asymerror: {minus: +0.609%, plus: -0.609%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.108%, plus: +6.108%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.063%, plus: +0.029%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.372%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.032%, plus: -0.599%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.044%, plus: +0.043%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.008%, plus: +0.007%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.053%, plus: +1.053%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.245%, plus: +0.182%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.751%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.423%, plus: +2.423%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.133%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.177%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.088%, plus: -0.130%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.204%, plus: +0.115%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.241%, plus: -0.322%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.394%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.122%, plus: -0.411%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.954%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.567%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.361%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.822%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.118%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.145%, plus: -2.145%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.414%, plus: +2.414%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.691%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.158%, plus: -0.401%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.393%, plus: +0.162%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.452%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.006%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.790743e-01
+  - errors:
+    - {label: stat, symerror: +3.035%}
+    - asymerror: {minus: +2.050%, plus: -2.050%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.911%, plus: -3.911%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.017%, plus: -0.170%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.349%, plus: -0.256%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.060%, plus: -0.340%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.012%, plus: +0.010%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.121%, plus: +1.121%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.239%, plus: -0.096%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.770%, plus: +0.363%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.137%, plus: +0.014%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.003%, plus: -0.143%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.493%, plus: +2.493%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.322%, plus: -0.045%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.020%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.106%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.043%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.070%, plus: -0.189%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.201%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.184%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.145%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.399%, plus: -0.179%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.377%, plus: -0.243%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.731%, plus: +0.233%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.004%, plus: -0.521%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.436%, plus: +0.542%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.283%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.839%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.009%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.343%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.054%, plus: +0.267%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.637%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.013%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.137%, plus: -0.411%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.050%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.201%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.485%, plus: +0.485%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.127%, plus: +2.127%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.534%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.883%, plus: -0.608%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.180%, plus: -0.318%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.163%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.588%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.058%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.446220e-01
+  - errors:
+    - {label: stat, symerror: +2.867%}
+    - asymerror: {minus: -0.510%, plus: +0.510%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.225%, plus: -0.225%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.036%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.009%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.045%, plus: +0.044%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.220%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.438%, plus: +0.035%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.265%, plus: -0.518%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.041%, plus: +0.040%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.031%, plus: +0.036%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.072%, plus: +1.072%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.166%, plus: -0.222%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.499%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.001%, plus: +0.015%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.438%, plus: +2.438%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.250%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.018%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.084%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.492%, plus: +0.019%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.386%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.145%, plus: +0.092%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.721%, plus: +0.409%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.697%, plus: +0.521%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.254%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.427%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.395%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.067%, plus: -0.475%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.568%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.203%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.019%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.784%, plus: -0.784%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.188%, plus: -1.188%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.396%, plus: +0.092%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.242%, plus: -0.410%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.088%, plus: +0.415%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.198%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.009%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.522577e-01
+  - errors:
+    - {label: stat, symerror: +2.919%}
+    - asymerror: {minus: -1.638%, plus: +1.638%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.360%, plus: +1.360%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.105%, plus: -0.020%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.110%, plus: +0.360%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.113%, plus: -0.500%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.103%, plus: +1.103%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.295%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.478%, plus: +1.186%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.525%, plus: +2.525%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.203%, plus: -0.051%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.009%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.007%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.089%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.083%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.126%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.124%, plus: -0.182%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.647%, plus: +0.300%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.004%, plus: -0.286%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.375%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.334%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.255%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.172%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.587%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.510%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.223%, plus: +0.685%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.017%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.129%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.690%, plus: -0.690%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.418%, plus: +2.418%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.404%, plus: -0.146%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.259%, plus: -0.096%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.180%, plus: -0.113%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.082%, plus: +0.198%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.579%, plus: -0.482%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.060%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.376392e-01
+  - errors:
+    - {label: stat, symerror: +3.178%}
+    - asymerror: {minus: -0.205%, plus: +0.205%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.384%, plus: +0.384%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.014%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.038%, plus: +0.097%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.493%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.228%, plus: +1.201%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.006%, plus: -0.003%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.125%, plus: +1.125%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.267%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.355%, plus: -0.081%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.413%, plus: -0.027%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.193%, plus: +0.190%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.567%, plus: +2.567%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.090%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.063%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.011%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.134%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.234%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.190%, plus: -0.182%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.468%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.296%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.665%, plus: -0.731%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.275%, plus: -0.231%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.259%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.239%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.395%, plus: +0.199%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.467%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.664%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.020%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.271%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.890%, plus: -0.890%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.275%, plus: -0.275%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.331%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.024%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.298%, plus: -0.054%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.081%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.926552e-01
+  - errors:
+    - {label: stat, symerror: +3.128%}
+    - asymerror: {minus: -2.419%, plus: +2.419%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.357%, plus: +1.357%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.825%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.477%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.172%, plus: +1.172%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.097%, plus: +0.244%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.517%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.065%, plus: -0.159%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.141%, plus: +0.125%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.632%, plus: +2.632%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.084%, plus: -0.176%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.011%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.018%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.103%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.003%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.066%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.038%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.450%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.580%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.295%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.856%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.426%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.155%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.693%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.576%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.492%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.412%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.497%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.141%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.055%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.091%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.848%, plus: +0.848%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.466%, plus: -1.466%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.142%, plus: +0.177%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.065%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.408%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.111%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.033%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.279%, plus: +0.402%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.005%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.165531e-01
+  - errors:
+    - {label: stat, symerror: +2.865%}
+    - asymerror: {minus: -2.670%, plus: +2.670%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.058%, plus: +1.058%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.007%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.034%, plus: +0.092%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.523%, plus: +0.113%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.386%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.004%, plus: +0.002%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.100%, plus: +1.100%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.036%, plus: -0.155%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.342%, plus: +0.583%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.105%, plus: +0.080%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.202%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.425%, plus: +2.425%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.202%, plus: -0.022%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.003%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.083%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.086%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.023%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.017%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.019%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.099%, plus: -0.032%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.017%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.977%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.072%, plus: -0.992%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.290%, plus: +0.218%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.759%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.315%, plus: +0.767%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.366%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.165%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.174%, plus: -0.272%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.298%, plus: -2.395%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.013%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.225%, plus: +1.225%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.520%, plus: -1.520%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.572%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.018%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.266%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.003%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.082%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.946%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.007%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.789783e-01
+  - errors:
+    - {label: stat, symerror: +3.494%}
+    - asymerror: {minus: +0.672%, plus: -0.672%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.219%, plus: +3.219%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.061%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.083%, plus: -0.238%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.523%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.039%, plus: -0.040%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.240%, plus: +1.240%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.112%, plus: +0.202%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.917%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.223%, plus: -0.197%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.457%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.886%, plus: +2.886%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.081%, plus: +0.464%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.107%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.064%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.137%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.052%, plus: -0.075%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.020%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.614%, plus: -0.059%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.521%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.330%, plus: -0.788%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.550%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.313%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.457%, plus: +0.434%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.642%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.372%, plus: +0.796%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.823%, plus: -0.823%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.969%, plus: -1.969%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.635%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.005%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.434%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.262%, plus: +0.188%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.021%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.271320e-01
+  - errors:
+    - {label: stat, symerror: +3.630%}
+    - asymerror: {minus: -0.460%, plus: +0.460%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.529%, plus: -5.529%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.012%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.070%, plus: +0.052%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.391%, plus: -0.205%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.160%, plus: -0.160%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.001%, plus: +0.000%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.004%, plus: -0.035%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.301%, plus: +1.301%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.561%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.271%, plus: -0.276%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.129%, plus: +0.364%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.180%, plus: -0.031%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.008%, plus: +3.008%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.030%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.745%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.399%, plus: +1.354%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.100%, plus: -0.583%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.038%, plus: +1.354%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.191%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.430%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.812%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.179%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.136%, plus: +0.895%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.937%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.079%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.342%, plus: -0.342%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.288%, plus: +0.288%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.313%, plus: -0.079%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.235%, plus: +0.605%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.095%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.227%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.193%, plus: +0.394%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.727837e-01
+  - errors:
+    - {label: stat, symerror: +4.068%}
+    - asymerror: {minus: +4.254%, plus: -4.254%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.410%, plus: +1.410%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.020%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.109%, plus: +0.083%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.762%, plus: +0.009%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.160%, plus: +0.537%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.010%, plus: -0.009%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.013%, plus: -0.065%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.563%, plus: +1.563%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.334%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.790%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.537%, plus: +3.537%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.376%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.023%, plus: -0.212%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.129%, plus: +0.248%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.005%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.084%, plus: -0.336%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.209%, plus: +0.199%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.072%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.760%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.282%, plus: -0.453%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.721%, plus: +0.323%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.621%, plus: -0.211%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.953%, plus: -0.406%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.281%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.646%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.973%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.105%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.043%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.291%, plus: -0.291%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.468%, plus: +1.468%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.685%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.492%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.130%, plus: -0.126%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.881%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.439666e-01
+  - errors:
+    - {label: stat, symerror: +4.348%}
+    - asymerror: {minus: -0.450%, plus: +0.450%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.992%, plus: +0.992%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.134%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.229%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.455%, plus: -0.383%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.755%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.003%, plus: -0.010%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.626%, plus: +1.626%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.739%, plus: +0.035%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.158%, plus: +0.190%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.553%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.733%, plus: +3.733%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.439%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.010%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.177%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.265%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.206%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.153%, plus: -0.236%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.050%, plus: -0.030%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.353%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.365%, plus: +0.079%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.654%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.353%, plus: +0.192%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.071%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.379%, plus: +0.220%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.527%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.456%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.205%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.965%, plus: +0.965%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.282%, plus: -1.282%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.398%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.268%, plus: +0.179%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.269%, plus: -0.605%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.155%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.331%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.073%, plus: -0.421%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.563986e-01
+  - errors:
+    - {label: stat, symerror: +4.274%}
+    - asymerror: {minus: +0.796%, plus: -0.796%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.421%, plus: +5.421%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.056%, plus: -0.057%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.816%, plus: +0.266%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.078%, plus: -0.077%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.052%, plus: -0.045%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.635%, plus: +1.635%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.405%, plus: +0.185%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.397%, plus: -1.047%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.236%, plus: +0.355%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.013%, plus: -0.326%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.717%, plus: +3.717%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.092%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.345%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.048%, plus: +0.055%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.226%, plus: +0.031%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.197%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.992%, plus: +0.142%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.247%, plus: -0.287%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.631%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.573%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.756%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.373%, plus: -0.531%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.235%, plus: -0.538%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.221%, plus: +2.636%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.188%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.565%, plus: +0.565%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.153%, plus: +1.153%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.672%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.681%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.529%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.175%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.909%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.036%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.071225e-01
+  - errors:
+    - {label: stat, symerror: +4.800%}
+    - asymerror: {minus: +0.520%, plus: -0.520%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.699%, plus: -7.699%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.131%, plus: -0.180%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.151%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.842%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.122%, plus: +0.813%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.015%, plus: +0.018%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.968%, plus: +1.968%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.414%, plus: -0.155%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.009%, plus: -1.222%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.316%, plus: -0.259%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.362%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.093%, plus: +4.093%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.568%, plus: -0.269%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.109%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.087%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.012%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.124%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.021%, plus: -0.074%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.243%, plus: -0.121%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.167%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.387%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.778%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.920%, plus: -0.897%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.382%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +2.817%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.080%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.697%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.305%, plus: +1.338%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.065%, plus: -1.639%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.179%, plus: -0.297%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.270%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -5.105%, plus: +5.105%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.618%, plus: +0.618%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.405%, plus: +0.154%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.047%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.646%, plus: +0.995%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.690%, plus: -0.564%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.223%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.046%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.422%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.062%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.611375e-01
+  - errors:
+    - {label: stat, symerror: +5.953%}
+    - asymerror: {minus: +1.205%, plus: -1.205%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.838%, plus: -5.838%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.025%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.761%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.780%, plus: -0.125%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.590%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.130%, plus: -0.130%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.178%, plus: +2.178%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.493%, plus: +0.186%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.222%, plus: -0.087%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.356%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.550%, plus: +0.304%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.165%, plus: +5.165%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.073%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.302%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.558%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.082%, plus: -0.297%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.556%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.832%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.030%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.335%, plus: -0.263%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.058%, plus: +0.676%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.459%, plus: -0.138%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.863%, plus: -1.068%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.558%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.200%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.940%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.103%, plus: +0.790%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.133%, plus: +0.776%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.474%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.541%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.079%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.068%, plus: -0.544%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.303%, plus: +0.303%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.401%, plus: +1.594%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.104%, plus: -0.104%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.309%, plus: +1.033%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.629%, plus: +0.202%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.097%, plus: -0.651%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.407%, plus: +0.333%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.666%, plus: +1.251%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.194%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.526060e-01
+  - errors:
+    - {label: stat, symerror: +8.204%}
+    - asymerror: {minus: +2.161%, plus: -2.161%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.038%, plus: +1.038%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.219%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.051%, plus: +0.049%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.102%, plus: +0.332%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.063%, plus: -0.646%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.361%, plus: +0.249%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.124%, plus: -0.125%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.023%, plus: +0.026%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.754%, plus: +2.754%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.355%, plus: +0.653%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.068%, plus: -2.853%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.719%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.198%, plus: +0.486%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.938%, plus: +6.938%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.048%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.794%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.124%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.113%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.721%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.803%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.131%, plus: +0.469%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.940%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.982%, plus: -2.004%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.703%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.769%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.375%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.276%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.303%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.332%, plus: +0.332%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.413%, plus: +5.413%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.565%, plus: +0.768%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.097%, plus: +0.097%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.326%, plus: +1.902%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.307%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.013%, plus: -0.330%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.031%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.834%, plus: +1.033%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.009%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.807780e-01
+  - errors:
+    - {label: stat, symerror: +6.526%}
+    - asymerror: {minus: +3.015%, plus: -3.015%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.689%, plus: -0.689%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.529%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.007%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.178%, plus: +0.645%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.965%, plus: +1.236%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.188%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.110%, plus: -0.109%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.020%, plus: +0.033%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.371%, plus: +2.371%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.127%, plus: -0.804%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.045%, plus: -0.331%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.135%, plus: -0.632%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.147%, plus: -0.295%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.653%, plus: +5.653%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.002%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.306%, plus: -0.079%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.010%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.492%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.369%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.446%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.682%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.471%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.238%, plus: +0.481%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.757%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +1.102%, plus: -1.513%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.113%, plus: +0.865%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.738%, plus: -0.464%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.025%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.376%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.020%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.934%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.670%, plus: -0.405%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.193%, plus: +0.121%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.285%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.173%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.545%, plus: +2.545%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.965%, plus: -5.965%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.874%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.320%, plus: +0.918%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.043%, plus: -0.147%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.286%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.707%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.039%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.460973e-01
+  - errors:
+    - {label: stat, symerror: +6.385%}
+    - asymerror: {minus: +4.074%, plus: -4.074%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.580%, plus: -12.580%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.238%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.069%, plus: -0.068%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.094%, plus: -0.095%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.747%, plus: -0.986%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.157%, plus: +1.267%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.182%, plus: -0.182%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.036%, plus: -0.051%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.217%, plus: +2.217%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.469%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.765%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.180%, plus: +0.326%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.359%, plus: -0.387%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.507%, plus: +5.507%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.102%, plus: -0.103%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.328%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.005%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.298%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.480%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.545%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.098%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.563%, plus: -0.036%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.338%, plus: +1.530%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.345%, plus: -0.048%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.646%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.042%, plus: +1.065%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.421%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +2.269%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.907%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.633%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.267%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.448%, plus: -4.581%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.067%, plus: -0.187%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.423%, plus: +0.258%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.992%, plus: +4.992%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.403%, plus: -3.403%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.050%, plus: -1.872%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.168%, plus: +0.168%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.828%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.108%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.172%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.472%, plus: -2.079%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.802845e-02
+- header: {name: '1/SIG*DSIG/DABS_TT_Y (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 9.665514e-01
+   - value: 9.660237e-01
+   - value: 9.371788e-01
+   - value: 9.153007e-01
+   - value: 8.910036e-01
+   - value: 8.358882e-01
+   - value: 7.924338e-01
+   - value: 7.398861e-01
+   - value: 6.621716e-01
+   - value: 5.995967e-01
+   - value: 5.216483e-01
+   - value: 4.530130e-01
+   - value: 3.964585e-01
+   - value: 3.273492e-01
+   - value: 2.645732e-01
+   - value: 2.091545e-01
+   - value: 1.561794e-01
+   - value: 4.305033e-02
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.09, low: 0.0}
+  - {high: 0.18, low: 0.09}
+  - {high: 0.26, low: 0.18}
+  - {high: 0.35, low: 0.26}
+  - {high: 0.44, low: 0.35}
+  - {high: 0.53, low: 0.44}
+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
+  - {high: 0.83, low: 0.73}
+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
+  - {high: 1.1, low: 1.01}
+  - {high: 1.2, low: 1.1}
+  - {high: 1.29, low: 1.2}
+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.1, low: 1.59}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table160.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table160.yaml
new file mode 100644
index 0000000000..35892af39b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table160.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.215000e-08}
+  - {value: 2.957000e-08}
+  - {value: 2.306000e-08}
+  - {value: 1.450000e-08}
+  - {value: 1.766000e-09}
+  - {value: 2.957000e-08}
+  - {value: 1.378000e-07}
+  - {value: 8.747000e-08}
+  - {value: 4.817000e-08}
+  - {value: 6.026000e-09}
+  - {value: 2.306000e-08}
+  - {value: 8.747000e-08}
+  - {value: 8.069000e-08}
+  - {value: 4.089000e-08}
+  - {value: 5.554000e-09}
+  - {value: 1.450000e-08}
+  - {value: 4.817000e-08}
+  - {value: 4.089000e-08}
+  - {value: 3.094000e-08}
+  - {value: 3.225000e-09}
+  - {value: 1.766000e-09}
+  - {value: 6.026000e-09}
+  - {value: 5.554000e-09}
+  - {value: 3.225000e-09}
+  - {value: 5.072000e-10}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 1000.00, low: 420.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table161.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table161.yaml
new file mode 100644
index 0000000000..7d704af209
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table161.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.542000e-09}
+  - {value: 1.116000e-08}
+  - {value: 9.446000e-09}
+  - {value: 1.112000e-09}
+  - {value: 3.036000e-09}
+  - {value: 1.127000e-08}
+  - {value: 1.099000e-08}
+  - {value: 1.758000e-09}
+  - {value: 4.588000e-10}
+  - {value: 1.745000e-09}
+  - {value: 2.170000e-09}
+  - {value: 3.099000e-10}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 285.00, low: 250.00}
+  - {high: 360.00, low: 285.00}
+  - {high: 1000.00, low: 360.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table162.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table162.yaml
new file mode 100644
index 0000000000..c3e3346256
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table162.yaml
@@ -0,0 +1,73 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.197000e-08}
+  - {value: 3.648000e-08}
+  - {value: 6.605000e-08}
+  - {value: 5.132000e-08}
+  - {value: 5.506000e-08}
+  - {value: 3.225000e-08}
+  - {value: 1.830000e-09}
+  - {value: 1.515000e-08}
+  - {value: 4.147000e-08}
+  - {value: 8.088000e-08}
+  - {value: 5.997000e-08}
+  - {value: 6.541000e-08}
+  - {value: 4.158000e-08}
+  - {value: 2.417000e-09}
+  - {value: 1.679000e-09}
+  - {value: 4.182000e-09}
+  - {value: 9.188000e-09}
+  - {value: 6.549000e-09}
+  - {value: 7.216000e-09}
+  - {value: 5.910000e-09}
+  - {value: 3.442000e-10}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 225.00, low: 0.00}
+  - {high: 255.00, low: 225.00}
+  - {high: 290.00, low: 255.00}
+  - {high: 330.00, low: 290.00}
+  - {high: 370.00, low: 330.00}
+  - {high: 415.00, low: 370.00}
+  - {high: 1000.00, low: 415.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table163.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table163.yaml
new file mode 100644
index 0000000000..eeff17f3b2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table163.yaml
@@ -0,0 +1,55 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.670000e-08}
+  - {value: 6.637000e-08}
+  - {value: 5.188000e-08}
+  - {value: 2.820000e-08}
+  - {value: 3.856000e-09}
+  - {value: 2.278000e-08}
+  - {value: 8.815000e-08}
+  - {value: 6.549000e-08}
+  - {value: 3.563000e-08}
+  - {value: 4.687000e-09}
+  - {value: 2.572000e-09}
+  - {value: 1.029000e-08}
+  - {value: 7.021000e-09}
+  - {value: 4.762000e-09}
+  - {value: 5.259000e-10}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 320.00, low: 270.00}
+  - {high: 370.00, low: 320.00}
+  - {high: 420.00, low: 370.00}
+  - {high: 1000.00, low: 420.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table164.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table164.yaml
new file mode 100644
index 0000000000..c8623dcd87
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table164.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.560000e-08}
+  - {value: 4.608000e-08}
+  - {value: 4.528000e-09}
+  - {value: 4.608000e-08}
+  - {value: 8.078000e-08}
+  - {value: 8.413000e-09}
+  - {value: 4.528000e-09}
+  - {value: 8.413000e-09}
+  - {value: 1.473000e-09}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 1000.00, low: 360.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 360.00, low: 280.00}
+  - {high: 1000.00, low: 360.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table165.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table165.yaml
new file mode 100644
index 0000000000..43730574a5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table165.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.632%}
+    - asymerror: {minus: -3.315%, plus: +3.315%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.334%, plus: +0.334%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.214%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.146%, plus: -0.146%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.122%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.441%, plus: -0.374%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.525%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.343%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.530%, plus: +0.539%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.092%, plus: -0.032%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.725%, plus: +1.725%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.053%, plus: -0.084%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.074%, plus: +1.017%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.051%, plus: +0.003%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.257%, plus: +0.330%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.618%, plus: +1.618%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.035%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.371%, plus: -0.174%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.420%, plus: +0.412%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.296%, plus: -0.296%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.198%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.034%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.228%, plus: -0.328%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.171%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.387%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.238%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.368%, plus: -0.467%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.010%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.343%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.346%, plus: +0.722%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.640%, plus: +0.612%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.293%, plus: -0.158%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.687%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.287%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.303%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.587%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.231%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.448%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.344%, plus: -0.698%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.001%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.740%, plus: +0.312%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.248%, plus: +0.248%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.310%, plus: -7.310%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.028%, plus: -0.863%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.098%, plus: -0.098%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.904%, plus: -0.799%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.300%, plus: -0.346%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.204%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.001%, plus: -0.332%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.797%, plus: -0.859%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.097%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.116%, plus: -0.116%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.086714e-04
+  - errors:
+    - {label: stat, symerror: +3.949%}
+    - asymerror: {minus: -0.805%, plus: +0.805%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.671%, plus: -3.671%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.017%, plus: -0.300%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.099%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.461%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.113%, plus: -0.061%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.362%, plus: +0.069%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.663%, plus: +0.672%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.384%, plus: -0.372%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.704%, plus: +1.704%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.255%, plus: -0.131%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.721%, plus: +2.114%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.208%, plus: +0.123%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.350%, plus: +0.261%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.242%, plus: +1.242%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.171%, plus: -0.169%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.563%, plus: -0.278%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.209%, plus: +0.204%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.391%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.234%, plus: -0.379%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.011%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.647%, plus: -0.106%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.488%, plus: +0.113%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.427%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.493%, plus: -0.838%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.597%, plus: -1.089%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.479%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.485%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.442%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.212%, plus: +0.793%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.341%, plus: -1.467%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.140%, plus: -0.169%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.131%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.227%, plus: +1.227%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.060%, plus: -8.060%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.032%, plus: -2.180%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.652%, plus: -1.374%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.520%, plus: -0.431%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.205%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.146%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +2.548%, plus: -2.461%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.174%, plus: +0.173%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.892255e-04
+  - errors:
+    - {label: stat, symerror: +4.051%}
+    - asymerror: {minus: -2.874%, plus: +2.874%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.887%, plus: -0.887%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.061%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.281%, plus: +0.282%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.264%, plus: -0.181%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.349%, plus: +0.116%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.562%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.632%, plus: +0.639%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.637%, plus: -0.632%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.668%, plus: +1.668%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.174%, plus: +0.046%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.413%, plus: +1.766%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.086%, plus: +0.007%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.106%, plus: +1.106%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.235%, plus: -0.232%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.611%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.068%, plus: +0.066%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.161%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.033%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.192%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.009%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.138%, plus: -0.271%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.595%, plus: +0.193%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.295%, plus: -0.314%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.122%, plus: +0.219%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.693%, plus: +0.166%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.487%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.354%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.413%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.217%, plus: +0.938%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.135%, plus: +0.304%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.267%, plus: -0.201%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.822%, plus: +1.822%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.153%, plus: -2.153%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.620%, plus: -2.104%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.683%, plus: -0.862%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.009%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.540%, plus: +0.457%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.185%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.329%, plus: +0.301%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.768%, plus: -1.318%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.354%, plus: +0.353%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.215888e-04
+  - errors:
+    - {label: stat, symerror: +5.802%}
+    - asymerror: {minus: -10.609%, plus: +10.609%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.508%, plus: -0.508%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.424%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.480%, plus: +0.480%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.074%, plus: +0.074%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.233%, plus: -0.199%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.423%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.871%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.766%, plus: +0.776%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.803%, plus: -0.787%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.246%, plus: +2.246%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.704%, plus: +0.309%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.460%, plus: +1.473%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.355%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.132%, plus: -0.615%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.105%, plus: +1.105%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.394%, plus: -0.389%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.207%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.335%, plus: -0.329%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.289%, plus: +0.290%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.044%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.235%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.373%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.177%, plus: -0.416%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.170%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.303%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.465%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.535%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.212%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.718%, plus: +0.006%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.370%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.362%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.478%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.692%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.713%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.066%, plus: -0.367%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.049%, plus: +1.931%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.597%, plus: +0.215%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.335%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.197%, plus: +2.197%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.675%, plus: -1.675%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.124%, plus: -2.116%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.939%, plus: -0.728%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.582%, plus: -0.582%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.478%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.119%, plus: -1.313%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.440%, plus: +0.439%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.710895e-05
+- header: {name: '1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS = 6) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.056604e-04
+   - value: 7.411197e-04
+   - value: 5.054298e-04
+   - value: 3.245534e-05
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 250.0, low: 0.0}
+  - {high: 310.0, low: 250.0}
+  - {high: 390.0, low: 310.0}
+  - {high: 1000.0, low: 390.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table166.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table166.yaml
new file mode 100644
index 0000000000..a4408de4c2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table166.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.654%}
+    - asymerror: {minus: +3.035%, plus: -3.035%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.703%, plus: -5.703%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.387%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.196%, plus: -0.195%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.406%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.632%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.370%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.018%, plus: +0.028%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.572%, plus: +1.572%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.490%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.659%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.709%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.355%, plus: +4.355%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.036%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.948%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.256%, plus: +0.252%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.266%, plus: -0.267%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.248%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.021%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.569%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.618%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.109%, plus: +0.320%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.492%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.693%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.286%, plus: +0.511%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.570%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.052%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.419%, plus: +0.951%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.364%, plus: -0.285%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.825%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: +0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.670%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.068%, plus: -1.068%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.568%, plus: +0.568%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.035%, plus: -0.269%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.207%, plus: -0.206%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.863%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.118%, plus: +0.119%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.225%, plus: +0.169%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.463%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.285%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.890%, plus: -0.838%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.052%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.316%, plus: -0.314%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.938505e-04
+  - errors:
+    - {label: stat, symerror: +2.365%}
+    - asymerror: {minus: -0.115%, plus: +0.115%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.902%, plus: +2.902%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.054%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.055%, plus: -0.056%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.045%, plus: -0.089%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.275%, plus: +0.126%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.027%, plus: -0.211%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.370%, plus: +0.376%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.024%, plus: -0.035%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.941%, plus: +0.941%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.423%, plus: +0.993%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.009%, plus: +0.057%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.251%, plus: +0.102%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.492%, plus: +1.492%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.100%, plus: +0.100%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.196%, plus: +0.192%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.088%, plus: -0.088%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.018%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.008%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.010%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.055%, plus: +0.088%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.332%, plus: +0.288%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.021%, plus: -0.156%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.551%, plus: +0.150%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.597%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.246%, plus: +0.930%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.282%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.323%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.449%, plus: -0.026%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.157%, plus: -0.311%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.705%, plus: +0.704%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.016%, plus: -0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.079%, plus: -0.209%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.072%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.620%, plus: -1.620%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.025%, plus: -2.025%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.195%, plus: -0.613%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.409%, plus: -0.396%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.043%, plus: -0.141%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.033%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.028%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.288%, plus: -0.322%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.016%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.375949e-03
+  - errors:
+    - {label: stat, symerror: +2.817%}
+    - asymerror: {minus: -0.686%, plus: +0.686%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.702%, plus: +1.702%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.018%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.150%, plus: +0.149%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.428%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.616%, plus: +0.624%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.240%, plus: -0.203%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.129%, plus: +1.129%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.908%, plus: +1.141%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.165%, plus: +1.165%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.161%, plus: -0.189%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.050%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.101%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.039%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.120%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.008%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.038%, plus: -0.240%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.027%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.361%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.553%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.826%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.405%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.547%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.385%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.214%, plus: -0.785%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.214%, plus: +0.921%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.114%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.009%, plus: -0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.857%, plus: -0.857%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.184%, plus: -1.551%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.525%, plus: -0.827%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.053%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.039%, plus: -0.218%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.260%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.986%, plus: -1.313%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.251%, plus: +0.250%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.666200e-04
+  - errors:
+    - {label: stat, symerror: +4.208%}
+    - asymerror: {minus: -4.641%, plus: +4.641%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.664%, plus: +2.664%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.125%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.466%, plus: +0.465%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.115%, plus: +0.114%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.062%, plus: +0.063%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.122%, plus: -0.088%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.537%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.345%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.677%, plus: +0.684%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.450%, plus: -0.446%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.490%, plus: +1.490%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.108%, plus: +0.345%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.155%, plus: +0.711%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.097%, plus: -0.070%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.246%, plus: -0.291%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.069%, plus: +1.069%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.298%, plus: -0.295%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.304%, plus: -0.299%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.285%, plus: +0.286%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.017%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.011%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.001%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.097%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.170%, plus: +0.276%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.209%, plus: -0.302%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.010%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.000%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.711%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.350%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.618%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.789%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.161%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.997%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.457%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.900%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.290%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.475%, plus: -0.093%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.535%, plus: +0.588%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.067%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.168%, plus: -0.235%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.532%, plus: +1.532%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.971%, plus: -0.971%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.988%, plus: -0.914%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.103%, plus: +0.103%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.573%, plus: -0.507%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.635%, plus: -0.636%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.277%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.018%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.400%, plus: +0.400%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.571%, plus: +0.554%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.391%, plus: +0.390%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.209477e-05
+- header: {name: '1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS = 7) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.458449e-04
+   - value: 1.396912e-03
+   - value: 9.475958e-04
+   - value: 5.961211e-05
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 170.0, low: 0.0}
+  - {high: 260.0, low: 170.0}
+  - {high: 350.0, low: 260.0}
+  - {high: 1000.0, low: 350.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table167.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table167.yaml
new file mode 100644
index 0000000000..920cb8cfa7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table167.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.145%}
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.532%, plus: +4.532%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.024%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.180%, plus: -0.179%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: +0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.022%, plus: -0.003%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.016%, plus: +0.243%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.802%, plus: -0.812%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.042%, plus: +1.042%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.378%, plus: -1.680%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.021%, plus: -0.031%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.309%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.499%, plus: +4.499%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.504%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.003%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.159%, plus: -0.159%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.062%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.239%, plus: -0.103%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.012%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.656%, plus: +0.047%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.171%, plus: -0.258%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.414%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.248%, plus: -0.551%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.116%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.616%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.289%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.316%, plus: +1.261%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: +0.058%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.097%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.748%, plus: +3.748%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.024%, plus: -2.024%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.800%, plus: +0.628%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.074%, plus: -0.073%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.309%, plus: +0.127%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.163%, plus: +0.164%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.405%, plus: -0.279%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.034%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.657%, plus: +0.420%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.312%, plus: -0.310%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.008199e-04
+  - errors:
+    - {label: stat, symerror: +2.576%}
+    - asymerror: {minus: +2.024%, plus: -2.024%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.502%, plus: -0.502%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.057%, plus: -0.058%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.061%, plus: -0.079%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.189%, plus: +0.787%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.152%, plus: +0.155%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.123%, plus: +0.088%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.943%, plus: +0.943%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.702%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.116%, plus: +0.052%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.183%, plus: -0.187%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.915%, plus: +1.915%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.197%, plus: +0.196%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.437%, plus: +0.328%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.026%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.008%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.041%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.071%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.006%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.007%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.090%, plus: -0.125%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.286%, plus: +0.214%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.670%, plus: -0.265%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.123%, plus: -0.020%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.292%, plus: -0.551%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.420%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.273%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.214%, plus: +0.533%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.457%, plus: +0.867%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.054%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.307%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.857%, plus: -1.857%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.745%, plus: +0.745%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.433%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.029%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.135%, plus: +0.042%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.121%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.034%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.574%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.136067e-03
+  - errors:
+    - {label: stat, symerror: +3.364%}
+    - asymerror: {minus: -1.132%, plus: +1.132%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.943%, plus: +5.943%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.233%, plus: +0.232%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.132%, plus: +0.132%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.039%, plus: -0.307%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.786%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.985%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.587%, plus: +0.594%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.036%, plus: -0.040%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.156%, plus: +1.156%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.064%, plus: +0.146%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.768%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.208%, plus: -0.331%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.014%, plus: +0.109%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.329%, plus: +1.329%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.659%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.213%, plus: -0.211%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.259%, plus: +0.260%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.035%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.096%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.080%, plus: -0.220%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.831%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.965%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.823%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.051%, plus: +0.033%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.170%, plus: +0.024%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.601%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.239%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.130%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.042%, plus: -0.551%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.415%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.098%, plus: +0.706%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.270%, plus: +0.365%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.140%, plus: -0.253%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.965%, plus: +3.965%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.697%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.179%, plus: +0.180%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.409%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.428%, plus: -0.430%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.125%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.209%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.472%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.300%, plus: +0.299%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.055019e-05
+- header: {name: '1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS = 8) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.836553e-04
+   - value: 1.120421e-03
+   - value: 8.505054e-05
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 180.0, low: 0.0}
+  - {high: 280.0, low: 180.0}
+  - {high: 1000.0, low: 280.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table168.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table168.yaml
new file mode 100644
index 0000000000..7c8b98bf47
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table168.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.941%}
+    - asymerror: {minus: +3.532%, plus: -3.532%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.310%, plus: -6.310%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.158%, plus: -0.157%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.141%, plus: +0.250%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.681%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.332%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.218%, plus: -1.237%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.322%, plus: +0.305%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.864%, plus: +0.864%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.876%, plus: -1.066%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.104%, plus: +0.519%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.538%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.045%, plus: +5.045%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.198%, plus: -0.201%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.601%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.186%, plus: -0.181%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.175%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.179%, plus: +0.590%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.191%, plus: -0.203%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.070%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.944%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.218%, plus: -0.065%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.464%, plus: -0.432%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.234%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.935%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.691%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.159%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.597%, plus: -3.927%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.002%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.774%, plus: -3.774%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.718%, plus: +2.718%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.293%, plus: +1.874%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.022%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.815%, plus: +1.488%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.166%, plus: +0.167%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.108%, plus: +0.135%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.387%, plus: -0.244%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.119%, plus: +1.076%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.287%, plus: -0.286%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.970680e-04
+  - errors:
+    - {label: stat, symerror: +3.009%}
+    - asymerror: {minus: +0.327%, plus: -0.327%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.057%, plus: -2.057%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.392%, plus: +0.345%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.260%, plus: -0.206%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.304%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.500%, plus: -0.506%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.334%, plus: +0.334%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.856%, plus: +0.856%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.272%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.432%, plus: -1.556%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.359%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.451%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.747%, plus: +2.747%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.276%, plus: +0.274%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.709%, plus: +0.136%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.153%, plus: -0.150%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.110%, plus: +0.110%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.097%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.034%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.158%, plus: -0.320%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.169%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.556%, plus: +0.206%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.025%, plus: -0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.247%, plus: -0.121%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.112%, plus: +0.298%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.706%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.109%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.622%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.327%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.088%, plus: -0.056%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.775%, plus: -1.290%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.018%, plus: -0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.338%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.997%, plus: +0.997%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.301%, plus: +4.301%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.769%, plus: +1.611%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.136%, plus: +0.137%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.033%, plus: +0.531%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.106%, plus: +0.106%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.348%, plus: +0.570%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.295%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.125%, plus: -0.261%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.185%, plus: +1.204%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.010%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.480408e-04
+  - errors:
+    - {label: stat, symerror: +4.525%}
+    - asymerror: {minus: -0.570%, plus: +0.570%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.916%, plus: +2.916%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.059%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.322%, plus: +0.322%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.183%, plus: +0.183%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.264%, plus: +0.571%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.022%, plus: +0.387%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.696%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.389%, plus: +0.393%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.310%, plus: +0.299%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.246%, plus: +1.246%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.219%, plus: -0.179%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.986%, plus: -1.426%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.496%, plus: -0.001%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.310%, plus: -0.119%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.880%, plus: +1.880%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.934%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.341%, plus: -0.336%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.317%, plus: +0.318%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.153%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.127%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.087%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.018%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.448%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.062%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.201%, plus: +0.582%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.536%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.286%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.021%, plus: +0.113%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.276%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.471%, plus: +0.927%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.931%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.031%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.598%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.588%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.343%, plus: +0.541%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.514%, plus: +3.700%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: +0.039%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.216%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.141%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.227%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -5.667%, plus: +5.667%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.004%, plus: +9.004%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.107%, plus: +1.966%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.275%, plus: +0.276%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.389%, plus: +0.949%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.542%, plus: -0.543%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.335%, plus: -0.128%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.385%, plus: +2.575%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.085%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.262%, plus: +0.261%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.148002e-05
+- header: {name: '1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS > 8) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.991268e-04
+   - value: 8.757466e-04
+   - value: 4.656448e-05
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 170.0, low: 0.0}
+  - {high: 290.0, low: 170.0}
+  - {high: 1000.0, low: 290.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table169.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table169.yaml
new file mode 100644
index 0000000000..c0c4be0624
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table169.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.429000e-10}
+  - {value: 9.783000e-10}
+  - {value: 3.670000e-10}
+  - {value: 3.647000e-11}
+  - {value: 9.783000e-10}
+  - {value: 4.317000e-09}
+  - {value: 1.069000e-09}
+  - {value: 7.568000e-11}
+  - {value: 3.670000e-10}
+  - {value: 1.069000e-09}
+  - {value: 1.050000e-09}
+  - {value: 6.591000e-11}
+  - {value: 3.647000e-11}
+  - {value: 7.568000e-11}
+  - {value: 6.591000e-11}
+  - {value: 1.397000e-11}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 1000.00, low: 390.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table17.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table17.yaml
new file mode 100644
index 0000000000..fd6048517b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table17.yaml
@@ -0,0 +1,982 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.391000e-03}
+  - {value: -1.505000e-03}
+  - {value: -7.904000e-05}
+  - {value: 5.835000e-04}
+  - {value: -2.113000e-04}
+  - {value: 4.026000e-04}
+  - {value: 7.113000e-05}
+  - {value: 1.793000e-04}
+  - {value: -2.453000e-04}
+  - {value: 1.213000e-04}
+  - {value: -2.339000e-04}
+  - {value: 1.172000e-05}
+  - {value: -6.095000e-04}
+  - {value: -4.252000e-04}
+  - {value: 1.245000e-05}
+  - {value: -9.766000e-05}
+  - {value: 9.873000e-05}
+  - {value: -9.050000e-05}
+  - {value: -1.505000e-03}
+  - {value: 5.893000e-03}
+  - {value: -5.396000e-04}
+  - {value: -1.626000e-03}
+  - {value: 1.450000e-04}
+  - {value: -3.073000e-04}
+  - {value: -1.144000e-03}
+  - {value: -1.080000e-03}
+  - {value: -7.255000e-05}
+  - {value: 4.778000e-05}
+  - {value: 2.341000e-04}
+  - {value: -5.382000e-04}
+  - {value: 9.810000e-04}
+  - {value: -1.134000e-04}
+  - {value: 5.018000e-05}
+  - {value: 2.664000e-04}
+  - {value: -6.452000e-04}
+  - {value: 6.517000e-05}
+  - {value: -7.904000e-05}
+  - {value: -5.396000e-04}
+  - {value: 3.144000e-03}
+  - {value: -9.155000e-05}
+  - {value: 1.646000e-04}
+  - {value: 1.217000e-05}
+  - {value: -7.261000e-04}
+  - {value: -6.859000e-04}
+  - {value: -5.326000e-04}
+  - {value: 5.798000e-06}
+  - {value: 4.677000e-04}
+  - {value: -1.449000e-04}
+  - {value: -1.833000e-04}
+  - {value: 1.095000e-05}
+  - {value: -1.583000e-06}
+  - {value: 2.971000e-04}
+  - {value: -5.740000e-05}
+  - {value: -6.515000e-05}
+  - {value: 5.835000e-04}
+  - {value: -1.626000e-03}
+  - {value: -9.155000e-05}
+  - {value: 2.079000e-03}
+  - {value: -3.025000e-04}
+  - {value: 4.030000e-06}
+  - {value: 2.510000e-04}
+  - {value: 1.521000e-04}
+  - {value: 5.539000e-06}
+  - {value: -6.329000e-05}
+  - {value: -1.111000e-04}
+  - {value: 9.400000e-05}
+  - {value: -4.398000e-04}
+  - {value: -2.650000e-04}
+  - {value: -6.486000e-05}
+  - {value: -1.445000e-04}
+  - {value: 1.665000e-04}
+  - {value: -5.616000e-05}
+  - {value: -2.113000e-04}
+  - {value: 1.450000e-04}
+  - {value: 1.646000e-04}
+  - {value: -3.025000e-04}
+  - {value: 2.644000e-03}
+  - {value: -3.319000e-04}
+  - {value: -2.054000e-04}
+  - {value: -1.685000e-04}
+  - {value: -3.688000e-04}
+  - {value: -1.328000e-04}
+  - {value: 1.373000e-04}
+  - {value: -1.610000e-04}
+  - {value: 4.690000e-07}
+  - {value: -1.484000e-04}
+  - {value: -1.661000e-04}
+  - {value: 1.403000e-04}
+  - {value: -3.386000e-04}
+  - {value: -7.126000e-05}
+  - {value: 4.026000e-04}
+  - {value: -3.073000e-04}
+  - {value: 1.217000e-05}
+  - {value: 4.030000e-06}
+  - {value: -3.319000e-04}
+  - {value: 1.463000e-03}
+  - {value: -1.856000e-04}
+  - {value: -1.206000e-04}
+  - {value: -1.336000e-04}
+  - {value: 5.365000e-05}
+  - {value: -1.154000e-04}
+  - {value: -4.154000e-05}
+  - {value: -2.324000e-04}
+  - {value: -2.191000e-04}
+  - {value: 1.543000e-06}
+  - {value: -5.332000e-05}
+  - {value: 3.190000e-05}
+  - {value: -3.504000e-05}
+  - {value: 7.113000e-05}
+  - {value: -1.144000e-03}
+  - {value: -7.261000e-04}
+  - {value: 2.510000e-04}
+  - {value: -2.054000e-04}
+  - {value: -1.856000e-04}
+  - {value: 1.980000e-03}
+  - {value: 4.825000e-04}
+  - {value: 2.393000e-05}
+  - {value: -1.480000e-04}
+  - {value: -3.855000e-04}
+  - {value: 1.724000e-04}
+  - {value: -2.096000e-04}
+  - {value: 7.920000e-06}
+  - {value: -9.647000e-05}
+  - {value: -2.494000e-04}
+  - {value: 1.029000e-04}
+  - {value: -1.609000e-06}
+  - {value: 1.793000e-04}
+  - {value: -1.080000e-03}
+  - {value: -6.859000e-04}
+  - {value: 1.521000e-04}
+  - {value: -1.685000e-04}
+  - {value: -1.206000e-04}
+  - {value: 4.825000e-04}
+  - {value: 1.813000e-03}
+  - {value: -1.693000e-04}
+  - {value: -1.044000e-04}
+  - {value: -5.087000e-04}
+  - {value: 1.668000e-04}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table170.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table170.yaml
new file mode 100644
index 0000000000..3b574a9b19
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table170.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -9.243000e-11}
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+  - {value: 1.052000e-09}
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+  - {value: 4.386000e-11}
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+  - {value: 6.623000e-11}
+  - {value: 5.227000e-11}
+  - {value: 8.982000e-12}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
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+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table171.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table171.yaml
new file mode 100644
index 0000000000..5f44e0723b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table171.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.283000e-10}
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+  - {value: 1.668000e-10}
+  - {value: 4.203000e-09}
+  - {value: 6.851000e-10}
+  - {value: 2.162000e-11}
+  - {value: -1.978000e-11}
+  - {value: 6.851000e-10}
+  - {value: 1.338000e-09}
+  - {value: 3.401000e-11}
+  - {value: -3.555000e-11}
+  - {value: 2.162000e-11}
+  - {value: 3.401000e-11}
+  - {value: 1.507000e-11}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table172.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table172.yaml
new file mode 100644
index 0000000000..e700cbc779
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table172.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.121000e-10}
+  - {value: 3.344000e-10}
+  - {value: -4.360000e-11}
+  - {value: -3.739000e-12}
+  - {value: -1.924000e-10}
+  - {value: -5.201000e-10}
+  - {value: -1.558000e-10}
+  - {value: -6.887000e-11}
+  - {value: -6.471000e-11}
+  - {value: -2.007000e-10}
+  - {value: -6.454000e-11}
+  - {value: -6.557000e-13}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 180.00, low: 0.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table173.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table173.yaml
new file mode 100644
index 0000000000..e3d7312d94
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table173.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.375000e-10}
+  - {value: -3.093000e-10}
+  - {value: -2.730000e-10}
+  - {value: 2.019000e-11}
+  - {value: 2.192000e-10}
+  - {value: -1.263000e-10}
+  - {value: -2.119000e-10}
+  - {value: -9.237000e-11}
+  - {value: -1.251000e-11}
+  - {value: -7.447000e-11}
+  - {value: -2.923000e-11}
+  - {value: 1.872000e-12}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 180.00, low: 0.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table174.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table174.yaml
new file mode 100644
index 0000000000..1355c810d3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table174.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.317000e-09}
+  - {value: -1.085000e-09}
+  - {value: -5.883000e-12}
+  - {value: -1.085000e-09}
+  - {value: 3.658000e-09}
+  - {value: -9.150000e-11}
+  - {value: -5.883000e-12}
+  - {value: -9.150000e-11}
+  - {value: 3.654000e-11}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 180.00, low: 0.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table175.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table175.yaml
new file mode 100644
index 0000000000..a8c4c6d961
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table175.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -6.901000e-10}
+  - {value: -2.067000e-09}
+  - {value: -1.258000e-09}
+  - {value: -1.233000e-10}
+  - {value: -6.661000e-10}
+  - {value: -2.364000e-09}
+  - {value: -3.984000e-10}
+  - {value: -2.185000e-11}
+  - {value: -8.370000e-11}
+  - {value: -2.517000e-10}
+  - {value: -4.764000e-11}
+  - {value: -8.217000e-13}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table176.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table176.yaml
new file mode 100644
index 0000000000..742c57e6c4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table176.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.775000e-11}
+  - {value: -1.009000e-09}
+  - {value: -9.620000e-10}
+  - {value: -1.187000e-10}
+  - {value: -2.989000e-10}
+  - {value: -2.576000e-09}
+  - {value: -8.025000e-10}
+  - {value: -4.710000e-11}
+  - {value: -2.457000e-11}
+  - {value: -2.509000e-10}
+  - {value: -6.440000e-11}
+  - {value: -2.000000e-13}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table177.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table177.yaml
new file mode 100644
index 0000000000..4f670abe8c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table177.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -9.997000e-10}
+  - {value: 1.085000e-10}
+  - {value: 5.617000e-11}
+  - {value: -8.541000e-10}
+  - {value: 8.398000e-10}
+  - {value: 3.907000e-11}
+  - {value: 7.700000e-12}
+  - {value: -5.178000e-11}
+  - {value: 1.928000e-11}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table178.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table178.yaml
new file mode 100644
index 0000000000..e74aead8d4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table178.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.544000e-09}
+  - {value: 4.980000e-10}
+  - {value: 2.166000e-11}
+  - {value: 4.980000e-10}
+  - {value: 4.372000e-09}
+  - {value: 2.414000e-10}
+  - {value: 2.166000e-11}
+  - {value: 2.414000e-10}
+  - {value: 4.264000e-11}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table179.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table179.yaml
new file mode 100644
index 0000000000..30e7eeb587
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table179.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.672%}
+    - asymerror: {minus: -6.633%, plus: +6.633%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.847%, plus: +1.847%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.070%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.140%, plus: +0.141%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.370%, plus: +0.370%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.249%, plus: -0.249%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.249%, plus: -0.145%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.058%, plus: -1.421%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.318%, plus: -0.312%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.063%, plus: +1.097%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.766%, plus: +1.766%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.091%, plus: +0.058%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.523%, plus: -1.752%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.066%, plus: -0.074%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.998%, plus: +1.134%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.289%, plus: +1.289%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.800%, plus: +0.804%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.300%, plus: -0.019%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.175%, plus: +2.198%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.524%, plus: -0.523%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.151%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.066%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.159%, plus: -0.258%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.181%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.174%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.002%, plus: -0.054%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.208%, plus: +0.044%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.595%, plus: +0.410%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.007%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.494%, plus: +0.481%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.734%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.197%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.726%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.050%, plus: -0.391%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.280%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.332%, plus: -0.679%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.556%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.866%, plus: -1.866%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.255%, plus: -0.255%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.142%, plus: +2.323%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.250%, plus: +0.250%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.175%, plus: +0.175%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.383%, plus: +0.480%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.348%, plus: -0.347%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.407%, plus: -0.425%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.124%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.138%, plus: -0.424%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.775%, plus: +2.565%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.062%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.344%, plus: +0.345%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.366710e-04
+  - errors:
+    - {label: stat, symerror: +3.962%}
+    - asymerror: {minus: -4.043%, plus: +4.043%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.219%, plus: -2.219%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.296%, plus: +0.296%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.407%, plus: +0.408%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.227%, plus: -0.227%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.012%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.184%, plus: -0.180%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.774%, plus: +0.754%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.724%, plus: +1.724%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.685%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.091%, plus: +0.045%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.091%, plus: +1.065%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.765%, plus: +0.765%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.666%, plus: +0.668%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.492%, plus: -0.123%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.968%, plus: +1.987%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.319%, plus: -0.319%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.085%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.029%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.132%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.095%, plus: -0.139%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.736%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.153%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.967%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.193%, plus: -1.659%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.994%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.919%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.892%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.200%, plus: +0.167%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.722%, plus: -2.429%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.128%, plus: -0.151%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.054%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.908%, plus: -0.908%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.062%, plus: -1.062%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.170%, plus: +0.964%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.235%, plus: +0.235%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.185%, plus: +0.185%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.631%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.317%, plus: -0.317%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.627%, plus: -0.510%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.086%, plus: +0.908%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.634%, plus: +0.635%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.442291e-03
+  - errors:
+    - {label: stat, symerror: +4.048%}
+    - asymerror: {minus: -6.179%, plus: +6.179%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.607%, plus: +0.607%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.204%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.566%, plus: +0.569%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.455%, plus: +0.456%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.145%, plus: -0.145%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.589%, plus: +0.081%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.637%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.215%, plus: -0.213%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.524%, plus: +0.491%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.685%, plus: +1.685%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.318%, plus: +0.188%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.176%, plus: -1.024%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.031%, plus: -0.070%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.601%, plus: +0.838%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.468%, plus: +0.468%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.603%, plus: +0.604%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.681%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.829%, plus: +1.846%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.142%, plus: -0.142%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.063%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.230%, plus: +0.253%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.043%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.110%, plus: -0.255%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.055%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.227%, plus: +0.142%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.015%, plus: -0.028%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.140%, plus: +0.160%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.045%, plus: -0.622%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.023%, plus: +0.070%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.547%, plus: +0.036%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.707%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.408%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.996%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.775%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.032%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.162%, plus: -0.047%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.146%, plus: +0.323%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.453%, plus: -0.345%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.325%, plus: -0.325%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.295%, plus: +5.295%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.568%, plus: +1.043%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.314%, plus: +0.314%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.169%, plus: +0.169%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.601%, plus: +0.416%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.447%, plus: -0.446%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.435%, plus: +0.378%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.265%, plus: -0.205%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.192%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.803%, plus: +2.091%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.812%, plus: +0.815%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.822273e-04
+  - errors:
+    - {label: stat, symerror: +5.819%}
+    - asymerror: {minus: -14.162%, plus: +14.162%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.993%, plus: +0.993%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.567%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.764%, plus: +0.768%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.471%, plus: +0.473%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.663%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.010%, plus: -1.942%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.080%, plus: -0.077%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.360%, plus: +0.334%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.261%, plus: +2.261%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.847%, plus: +0.452%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.127%, plus: -1.309%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.239%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.612%, plus: +0.181%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.222%, plus: +0.222%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.445%, plus: +0.446%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.277%, plus: +0.112%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.434%, plus: +1.444%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.090%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.136%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.442%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.167%, plus: -0.424%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.132%, plus: -0.177%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.060%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.436%, plus: +0.110%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.012%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.783%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.103%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.572%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.766%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.905%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.937%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.162%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.078%, plus: -0.985%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.936%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.608%, plus: +0.233%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.110%, plus: -0.479%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.809%, plus: +5.809%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.080%, plus: +1.030%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.334%, plus: +0.335%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.113%, plus: +0.113%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.348%, plus: +0.552%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.021%, plus: -1.016%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.066%, plus: -0.144%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.008%, plus: -0.462%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.342%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.429%, plus: +2.096%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.031%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.898%, plus: +0.902%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.672887e-05
+- header: {name: 'D2SIG/DT2_PT/DN_JETS (N_JETS = 6) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.369918e-04
+   - value: 1.574747e-03
+   - value: 1.073948e-03
+   - value: 6.896182e-05
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 250.0, low: 0.0}
+  - {high: 310.0, low: 250.0}
+  - {high: 390.0, low: 310.0}
+  - {high: 1000.0, low: 390.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table18.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table18.yaml
new file mode 100644
index 0000000000..00ceb6ba4e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table18.yaml
@@ -0,0 +1,2514 @@
+dependent_variables:
+- header: {name: 'DSIG/DABS_TT_Y (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.930%}
+    - asymerror: {minus: -4.032%, plus: +4.032%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.165%, plus: +1.165%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.097%, plus: +0.218%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.307%, plus: +0.307%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.459%, plus: +0.460%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.130%, plus: -0.129%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.362%, plus: +0.207%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.040%, plus: +0.031%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.952%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.752%, plus: -0.747%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.191%, plus: +1.171%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.021%, plus: +1.021%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.154%, plus: +0.240%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.917%, plus: -2.637%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.179%, plus: -0.199%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.340%, plus: +0.825%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.332%, plus: +2.332%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.906%, plus: +0.910%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.451%, plus: +0.177%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.822%, plus: +1.839%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.224%, plus: -0.224%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.074%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.094%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.056%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.351%, plus: -0.369%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.110%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.595%, plus: +0.577%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.882%, plus: +0.211%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.505%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.510%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.224%, plus: +0.035%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.579%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.712%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.267%, plus: -0.224%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.350%, plus: -0.641%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.382%, plus: -4.163%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.001%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.042%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.051%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.344%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.926%, plus: -8.926%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.306%, plus: +7.306%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.242%, plus: +4.081%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.390%, plus: +0.392%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.245%, plus: +1.451%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.448%, plus: -0.447%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.250%, plus: -0.180%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.061%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.131%, plus: -0.242%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.377%, plus: +3.464%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.468%, plus: +0.470%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.012562e+00
+  - errors:
+    - {label: stat, symerror: +2.947%}
+    - asymerror: {minus: -2.614%, plus: +2.614%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.559%, plus: +8.559%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.204%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.321%, plus: +0.321%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.463%, plus: +0.464%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.139%, plus: -0.139%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.288%, plus: +0.266%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.542%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.085%, plus: -1.687%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.761%, plus: -0.756%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.192%, plus: +1.168%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.081%, plus: +1.081%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.391%, plus: +0.283%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.499%, plus: -3.547%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.064%, plus: -0.174%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.870%, plus: +0.398%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.468%, plus: +2.468%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.910%, plus: +0.914%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.081%, plus: +0.229%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.814%, plus: +1.830%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.095%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.377%, plus: -0.424%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.592%, plus: +0.513%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.683%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.846%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.894%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.553%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.093%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.855%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.727%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.737%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.810%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.116%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.047%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.144%, plus: -0.287%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.609%, plus: -9.609%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.806%, plus: +10.806%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.673%, plus: +2.538%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.359%, plus: +0.360%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.163%, plus: +0.863%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.446%, plus: -0.445%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.308%, plus: +0.095%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.073%, plus: -0.195%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.027%, plus: +3.364%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.463%, plus: +0.464%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.154197e+00
+  - errors:
+    - {label: stat, symerror: +3.098%}
+    - asymerror: {minus: -1.126%, plus: +1.126%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.692%, plus: -1.692%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.287%, plus: +0.288%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.439%, plus: +0.440%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.123%, plus: -0.021%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.320%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.113%, plus: -1.431%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.777%, plus: -0.771%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.197%, plus: +1.171%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.145%, plus: +1.145%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.928%, plus: -2.464%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.749%, plus: +0.598%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.512%, plus: +2.512%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.881%, plus: +0.884%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.204%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.781%, plus: +1.797%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.220%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.056%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.046%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.210%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.104%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.068%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.218%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.000%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.280%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.019%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.962%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.290%, plus: +0.368%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.701%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.791%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.271%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.486%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.139%, plus: -0.164%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.384%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.425%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.013%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.138%, plus: -0.408%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.016%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.179%, plus: -7.179%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.495%, plus: +10.495%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.326%, plus: +2.699%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.376%, plus: +0.377%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.448%, plus: +0.653%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.430%, plus: -0.429%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.266%, plus: -0.384%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.166%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.663%, plus: +2.919%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.027%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.463%, plus: +0.464%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.078393e+00
+  - errors:
+    - {label: stat, symerror: +2.942%}
+    - asymerror: {minus: -3.769%, plus: +3.769%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.080%, plus: +2.080%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.178%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.312%, plus: +0.313%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.493%, plus: +0.494%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.217%, plus: +0.457%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.704%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.318%, plus: -1.607%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.764%, plus: -0.759%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.215%, plus: +1.197%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.098%, plus: +1.098%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.019%, plus: -0.120%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.424%, plus: -3.302%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.113%, plus: -0.089%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.806%, plus: +0.738%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.474%, plus: +2.474%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.910%, plus: +0.914%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.367%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.805%, plus: +1.822%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.219%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.032%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.170%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.074%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.405%, plus: -0.256%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.060%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.397%, plus: +0.337%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.044%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.736%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.110%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.573%, plus: +0.235%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.110%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.788%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.869%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.072%, plus: -0.977%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.214%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.256%, plus: -1.166%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.104%, plus: -0.240%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.351%, plus: -8.351%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.908%, plus: +6.908%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.588%, plus: +3.346%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.364%, plus: +0.365%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.081%, plus: +0.854%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.440%, plus: -0.439%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.348%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.095%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.978%, plus: +3.367%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.465%, plus: +0.466%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.095194e+00
+  - errors:
+    - {label: stat, symerror: +3.009%}
+    - asymerror: {minus: -4.934%, plus: +4.934%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.701%, plus: +3.701%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.043%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.329%, plus: +0.330%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.474%, plus: +0.476%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.120%, plus: +0.216%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.378%, plus: +0.267%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.166%, plus: -1.589%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.816%, plus: -0.810%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.168%, plus: +1.180%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.135%, plus: +1.135%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.228%, plus: -1.664%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.232%, plus: -0.076%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.540%, plus: +1.027%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.575%, plus: +2.575%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.903%, plus: +0.906%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.810%, plus: +1.827%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.226%, plus: -0.226%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.082%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.093%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.162%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.265%, plus: +0.215%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.199%, plus: +0.262%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.470%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.963%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.230%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.834%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.866%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.702%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.666%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.088%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.156%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.057%, plus: -0.286%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.019%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.265%, plus: -8.265%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.809%, plus: +10.809%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.813%, plus: +3.100%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.311%, plus: +0.312%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.063%, plus: +1.172%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.426%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.266%, plus: -0.179%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.024%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.103%, plus: -0.213%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.033%, plus: +3.029%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.475%, plus: +0.476%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.063030e+00
+  - errors:
+    - {label: stat, symerror: +3.262%}
+    - asymerror: {minus: -3.454%, plus: +3.454%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.703%, plus: +2.703%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.103%, plus: +0.289%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.316%, plus: +0.317%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.426%, plus: +0.427%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.262%, plus: +0.334%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.760%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.175%, plus: +0.093%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.786%, plus: -0.781%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.179%, plus: +1.157%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.155%, plus: +1.155%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.008%, plus: +0.369%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.084%, plus: -2.896%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.528%, plus: -0.131%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.943%, plus: +0.934%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.611%, plus: +2.611%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.863%, plus: +0.866%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.433%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.785%, plus: +1.801%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.223%, plus: -0.223%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.140%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.152%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.001%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.462%, plus: -0.288%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.211%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.262%, plus: +0.632%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.366%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.674%, plus: +0.060%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.903%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.835%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.768%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.390%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.359%, plus: -0.186%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.613%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.428%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.449%, plus: -8.449%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.896%, plus: +7.896%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.003%, plus: +3.593%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.380%, plus: +0.378%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.025%, plus: +1.215%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.444%, plus: -0.443%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.183%, plus: -0.029%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.223%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.217%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.546%, plus: +3.858%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.480%, plus: +0.482%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.744030e+00
+  - errors:
+    - {label: stat, symerror: +3.196%}
+    - asymerror: {minus: -5.741%, plus: +5.741%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.698%, plus: +3.698%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.200%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.329%, plus: +0.329%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.458%, plus: +0.459%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.120%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.118%, plus: +0.258%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.555%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.203%, plus: -0.623%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.763%, plus: -0.758%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.189%, plus: +1.167%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.198%, plus: +1.198%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.243%, plus: +0.345%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.250%, plus: -2.325%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.179%, plus: -0.262%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.891%, plus: +0.868%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.659%, plus: +2.659%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.889%, plus: +0.893%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.811%, plus: +1.828%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.224%, plus: -0.224%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.068%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.003%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.394%, plus: -0.261%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.011%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.310%, plus: +0.482%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.033%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.108%, plus: +0.021%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.288%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.761%, plus: +0.118%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.010%, plus: +0.107%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.008%, plus: -0.583%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.415%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.777%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.497%, plus: -0.214%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.115%, plus: -0.240%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.367%, plus: -0.473%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.139%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.021%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.248%, plus: -0.217%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.844%, plus: -6.844%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.607%, plus: +6.607%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.342%, plus: +3.434%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.421%, plus: +0.423%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.916%, plus: +1.678%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.439%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.045%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.091%, plus: -0.148%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.138%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.860%, plus: +3.944%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.474%, plus: +0.475%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.796611e+00
+  - errors:
+    - {label: stat, symerror: +2.938%}
+    - asymerror: {minus: -5.999%, plus: +5.999%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.392%, plus: +3.392%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.149%, plus: +0.297%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.322%, plus: +0.322%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.434%, plus: +0.435%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.259%, plus: +0.328%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.789%, plus: +0.020%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.476%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.782%, plus: -0.775%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.189%, plus: +1.163%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.128%, plus: +1.128%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.368%, plus: -2.250%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.009%, plus: -0.024%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.894%, plus: +0.539%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.453%, plus: +2.453%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.890%, plus: +0.893%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.779%, plus: +1.795%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.218%, plus: -0.218%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.053%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.172%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.157%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.014%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.271%, plus: -0.273%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.097%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.290%, plus: +0.366%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.019%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.527%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.339%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.253%, plus: +0.042%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.610%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.729%, plus: +0.158%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.209%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.852%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.187%, plus: -0.920%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.579%, plus: -3.337%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.012%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.044%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.293%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.495%, plus: -6.495%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.549%, plus: +6.549%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.650%, plus: +3.270%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.338%, plus: +0.339%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.581%, plus: +1.066%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.434%, plus: -0.434%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.127%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.108%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.054%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.679%, plus: +3.805%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.461%, plus: +0.462%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.713938e+00
+  - errors:
+    - {label: stat, symerror: +3.571%}
+    - asymerror: {minus: -2.549%, plus: +2.549%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.603%, plus: +5.603%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.082%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.281%, plus: +0.281%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.465%, plus: +0.466%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.132%, plus: -0.132%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.679%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.331%, plus: -0.578%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.844%, plus: -0.838%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.170%, plus: +1.165%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.268%, plus: +1.268%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.259%, plus: +0.304%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.445%, plus: -1.926%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.337%, plus: -0.301%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.490%, plus: +1.202%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.929%, plus: +2.929%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.901%, plus: +0.905%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.198%, plus: +0.601%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.820%, plus: +1.838%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.231%, plus: -0.230%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.124%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.055%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.151%, plus: -0.291%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.241%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.336%, plus: +0.322%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.015%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.056%, plus: -0.097%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.295%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.450%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.960%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.152%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.846%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.452%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.287%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.177%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.117%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.028%, plus: -0.227%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.388%, plus: -8.388%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.064%, plus: +6.064%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.590%, plus: +3.851%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.361%, plus: +0.364%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.891%, plus: +1.361%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.442%, plus: -0.441%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.177%, plus: +0.122%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.032%, plus: +4.585%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.127%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.474%, plus: +0.475%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.379840e+00
+  - errors:
+    - {label: stat, symerror: +3.698%}
+    - asymerror: {minus: -3.718%, plus: +3.718%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.347%, plus: -3.347%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.128%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.315%, plus: +0.317%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.439%, plus: +0.440%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.122%, plus: -0.122%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.295%, plus: +0.288%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.119%, plus: -0.297%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.213%, plus: -1.253%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.804%, plus: -0.798%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.181%, plus: +1.126%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.326%, plus: +1.326%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.413%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.997%, plus: -3.085%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.015%, plus: +0.260%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.573%, plus: +0.711%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.040%, plus: +3.040%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.915%, plus: +0.919%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.226%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.806%, plus: +1.823%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.214%, plus: -0.214%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.005%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.112%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.034%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.021%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.421%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.323%, plus: +0.472%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.688%, plus: +0.998%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.868%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.896%, plus: +1.179%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.579%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.146%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +1.184%, plus: -0.375%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.122%, plus: +0.240%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.884%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.276%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.944%, plus: -7.944%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.505%, plus: +8.505%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.901%, plus: +3.170%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.292%, plus: +0.292%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.551%, plus: +1.881%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.447%, plus: -0.446%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.102%, plus: -0.162%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.363%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.777%, plus: +3.935%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.486%, plus: +0.487%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.260261e+00
+  - errors:
+    - {label: stat, symerror: +4.114%}
+    - asymerror: {minus: +1.149%, plus: -1.149%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.752%, plus: +3.752%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.163%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.318%, plus: +0.318%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.438%, plus: +0.438%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.334%, plus: +0.319%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.028%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.564%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.815%, plus: -0.808%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.172%, plus: +1.095%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.581%, plus: +1.581%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.908%, plus: -3.127%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.201%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.065%, plus: +0.336%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.543%, plus: +3.543%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.837%, plus: +0.840%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.493%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.785%, plus: +1.801%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.226%, plus: -0.226%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.174%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.112%, plus: -0.304%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.201%, plus: +0.304%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.015%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.373%, plus: -0.629%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.113%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.596%, plus: +0.597%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.067%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.310%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.802%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.680%, plus: +0.146%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.384%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.533%, plus: -1.009%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.267%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.748%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.806%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.826%, plus: -0.002%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.106%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.077%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.127%, plus: -0.198%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.896%, plus: -7.896%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.782%, plus: +9.782%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.348%, plus: +2.544%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.308%, plus: +0.308%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.675%, plus: +0.771%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.428%, plus: -0.427%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.015%, plus: -0.132%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.188%, plus: -0.198%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.232%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.676%, plus: +2.616%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.482%, plus: +0.483%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.196856e+00
+  - errors:
+    - {label: stat, symerror: +4.397%}
+    - asymerror: {minus: -3.707%, plus: +3.707%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.324%, plus: +3.324%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.008%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.292%, plus: +0.292%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.401%, plus: +0.402%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.106%, plus: -0.106%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.291%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.186%, plus: -0.475%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.841%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.854%, plus: -0.847%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.182%, plus: +1.151%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.645%, plus: +1.645%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.960%, plus: -2.783%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.044%, plus: +0.086%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.300%, plus: +0.717%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.741%, plus: +3.741%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.864%, plus: +0.867%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.490%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.787%, plus: +1.803%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.220%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.099%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.167%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.023%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.237%, plus: +0.161%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.052%, plus: -0.034%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.387%, plus: +0.315%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.337%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.328%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.507%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.767%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.412%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.383%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.173%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.097%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.204%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.736%, plus: -6.736%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.806%, plus: +6.806%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.589%, plus: +2.869%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.445%, plus: +0.447%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.081%, plus: +0.081%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.584%, plus: +1.451%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.430%, plus: -0.429%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.355%, plus: -0.671%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.213%, plus: -0.142%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.195%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.521%, plus: +3.092%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.475%, plus: +0.476%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.004186e+00
+  - errors:
+    - {label: stat, symerror: +4.332%}
+    - asymerror: {minus: -2.421%, plus: +2.421%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.856%, plus: +7.856%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.314%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.247%, plus: +0.246%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.383%, plus: +0.384%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.330%, plus: +0.147%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.081%, plus: +0.173%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.036%, plus: -1.286%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.883%, plus: -0.875%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.133%, plus: +1.115%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.657%, plus: +1.657%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.551%, plus: +0.287%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.127%, plus: -3.835%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.122%, plus: +0.251%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.738%, plus: +0.414%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.732%, plus: +3.732%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.856%, plus: +0.859%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.099%, plus: +0.206%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.766%, plus: +1.782%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.127%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.181%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.529%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.188%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.700%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.046%, plus: +0.051%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.774%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.544%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.949%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.816%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.890%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.156%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.011%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.248%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.378%, plus: -1.033%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.249%, plus: -1.184%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.945%, plus: +1.645%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.021%, plus: -0.336%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.105%, plus: -7.105%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.441%, plus: +9.441%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.638%, plus: +2.558%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.317%, plus: +0.318%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.991%, plus: +0.826%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.423%, plus: -0.422%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.463%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.247%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.022%, plus: -0.349%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.467%, plus: +3.066%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.068%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.477%, plus: +0.478%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.957665e-01
+  - errors:
+    - {label: stat, symerror: +4.841%}
+    - asymerror: {minus: -2.706%, plus: +2.706%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.567%, plus: -5.567%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.242%, plus: +0.242%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.457%, plus: +0.459%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.075%, plus: +0.254%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.572%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.290%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.789%, plus: -0.781%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.234%, plus: +1.148%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.986%, plus: +1.986%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.267%, plus: -0.054%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.729%, plus: -4.004%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.430%, plus: -0.362%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.392%, plus: +0.940%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.070%, plus: +4.070%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.832%, plus: +0.835%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.450%, plus: -0.133%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.759%, plus: +1.775%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.218%, plus: -0.217%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.016%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.276%, plus: -0.199%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.223%, plus: +0.434%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.023%, plus: -0.078%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.681%, plus: -0.159%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.813%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.408%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.905%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.500%, plus: -1.496%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.194%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.296%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.291%, plus: +0.680%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.345%, plus: -2.588%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.181%, plus: -0.295%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.114%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.912%, plus: -2.912%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.862%, plus: +8.862%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.597%, plus: +3.410%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.309%, plus: +0.310%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.105%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.957%, plus: +2.277%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.439%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.776%, plus: -0.630%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.165%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.182%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.998%, plus: +3.455%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.030%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.481%, plus: +0.482%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.945885e-01
+  - errors:
+    - {label: stat, symerror: +6.000%}
+    - asymerror: {minus: -1.999%, plus: +1.999%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.664%, plus: -3.664%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.722%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.255%, plus: +0.255%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.474%, plus: +0.476%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.985%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.510%, plus: -0.218%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.397%, plus: -0.511%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.936%, plus: -0.927%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.140%, plus: +1.166%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.196%, plus: +2.196%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.638%, plus: +0.288%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +5.001%, plus: -2.902%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.459%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.297%, plus: +1.049%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.167%, plus: +5.167%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.811%, plus: +0.816%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.830%, plus: +1.848%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.228%, plus: -0.227%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.271%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.031%, plus: -0.504%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.629%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.072%, plus: -0.304%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.228%, plus: -0.849%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.435%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -1.218%, plus: +0.110%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.011%, plus: -0.034%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.773%, plus: -0.301%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.348%, plus: +0.323%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.478%, plus: -0.314%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.239%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.736%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.440%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.098%, plus: +0.282%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.119%, plus: +0.121%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.304%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.540%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.113%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.225%, plus: -0.692%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.347%, plus: -7.347%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.217%, plus: +8.217%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.592%, plus: +4.897%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.252%, plus: +0.252%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.145%, plus: +0.145%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.611%, plus: +2.316%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.429%, plus: -0.428%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.544%, plus: +0.136%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.154%, plus: -0.723%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.272%, plus: +0.218%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.233%, plus: +4.822%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.226%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.506%, plus: +0.507%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.557935e-01
+  - errors:
+    - {label: stat, symerror: +8.250%}
+    - asymerror: {minus: -1.011%, plus: +1.011%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.371%, plus: +3.371%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.247%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.266%, plus: +0.266%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.499%, plus: +0.499%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.130%, plus: -0.130%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.326%, plus: +0.568%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.738%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.849%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.929%, plus: -0.923%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.207%, plus: +1.187%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.771%, plus: +2.771%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.501%, plus: +0.756%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.843%, plus: -5.590%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.614%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.948%, plus: +1.232%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.934%, plus: +6.934%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.836%, plus: +0.838%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.931%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.845%, plus: +1.863%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.249%, plus: -0.248%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.195%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.457%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.176%, plus: +1.121%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.353%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.417%, plus: +0.117%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.092%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.722%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.562%, plus: -2.596%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.856%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.719%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.260%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.536%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.075%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.988%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.279%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.045%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.460%, plus: -0.170%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.321%, plus: -7.321%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -14.050%, plus: +14.050%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.720%, plus: +4.044%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.298%, plus: +0.299%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.155%, plus: +0.155%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -3.615%, plus: +3.195%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.433%, plus: -0.432%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.392%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.071%, plus: -0.402%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.167%, plus: -0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.359%, plus: +4.597%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.507%, plus: +0.508%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.977547e-01
+  - errors:
+    - {label: stat, symerror: +6.573%}
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.605%, plus: +1.605%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.128%, plus: +0.662%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.296%, plus: +0.295%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.443%, plus: +0.445%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.403%, plus: +0.882%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.230%, plus: +1.142%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.270%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.916%, plus: -0.907%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.204%, plus: +1.195%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.389%, plus: +2.389%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.703%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.792%, plus: -3.139%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.250%, plus: -0.735%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.605%, plus: +0.445%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.650%, plus: +5.650%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.886%, plus: +0.888%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.810%, plus: +1.827%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.239%, plus: -0.239%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.002%, plus: +0.548%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.458%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.503%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.359%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.972%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.560%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.626%, plus: +0.880%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.366%, plus: +0.719%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.809%, plus: -1.858%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.079%, plus: +0.687%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.636%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.437%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.856%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.434%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.683%, plus: -1.052%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.087%, plus: -0.845%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.164%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.316%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.330%, plus: -0.260%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.276%, plus: -5.276%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.740%, plus: +1.740%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.870%, plus: +4.154%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.424%, plus: +0.426%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.622%, plus: +2.199%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.435%, plus: -0.434%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.128%, plus: -0.213%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.844%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.111%, plus: +4.603%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.220%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.478%, plus: +0.479%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.214490e-01
+  - errors:
+    - {label: stat, symerror: +6.452%}
+    - asymerror: {minus: +0.963%, plus: -0.963%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +10.561%, plus: -10.561%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.234%, plus: +0.235%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.354%, plus: +0.355%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.346%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.475%, plus: -1.077%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.105%, plus: +0.158%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.989%, plus: -0.979%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.149%, plus: +1.109%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.244%, plus: +2.244%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.598%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.906%, plus: -3.152%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.067%, plus: +0.222%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.394%, plus: +0.353%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.535%, plus: +5.535%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.782%, plus: +0.784%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.444%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.815%, plus: +1.832%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.237%, plus: -0.237%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.150%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.067%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.288%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.516%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.103%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.999%, plus: -0.073%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.628%, plus: +1.174%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.625%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.218%, plus: +0.357%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.458%, plus: +0.454%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.181%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.239%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.407%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.609%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.729%, plus: -5.502%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.068%, plus: -0.184%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.267%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.016%, plus: -3.016%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.512%, plus: +4.512%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.188%, plus: +1.318%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.352%, plus: +0.353%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.226%, plus: +0.226%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.452%, plus: +0.431%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.417%, plus: -0.416%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.166%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.037%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.136%, plus: +1.375%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.023%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.511%, plus: +0.513%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.367165e-02
+- header: {name: 'DSIG/DABS_TT_Y (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.053481e+00
+   - value: 2.052360e+00
+   - value: 1.991078e+00
+   - value: 1.944597e+00
+   - value: 1.892976e+00
+   - value: 1.775881e+00
+   - value: 1.683560e+00
+   - value: 1.571921e+00
+   - value: 1.406813e+00
+   - value: 1.273870e+00
+   - value: 1.108265e+00
+   - value: 9.624461e-01
+   - value: 8.422936e-01
+   - value: 6.954677e-01
+   - value: 5.620973e-01
+   - value: 4.443579e-01
+   - value: 3.318101e-01
+   - value: 9.146232e-02
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.09, low: 0.0}
+  - {high: 0.18, low: 0.09}
+  - {high: 0.26, low: 0.18}
+  - {high: 0.35, low: 0.26}
+  - {high: 0.44, low: 0.35}
+  - {high: 0.53, low: 0.44}
+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
+  - {high: 0.83, low: 0.73}
+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
+  - {high: 1.1, low: 1.01}
+  - {high: 1.2, low: 1.1}
+  - {high: 1.29, low: 1.2}
+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.1, low: 1.59}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table180.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table180.yaml
new file mode 100644
index 0000000000..3d4e954e8f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table180.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.736%}
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.281%, plus: -4.281%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.373%, plus: +0.374%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.423%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.220%, plus: +0.597%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.447%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.972%, plus: -0.965%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.171%, plus: +1.158%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.614%, plus: +1.614%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.634%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.753%, plus: -2.101%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.827%, plus: -0.002%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.891%, plus: +0.732%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.432%, plus: +4.432%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.872%, plus: +0.876%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.877%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.014%, plus: +2.036%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.494%, plus: -0.493%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.184%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.031%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.715%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.596%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.658%, plus: +0.286%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.241%, plus: -0.164%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.410%, plus: +0.543%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.144%, plus: +0.380%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.197%, plus: +0.985%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.528%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.411%, plus: +0.494%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.376%, plus: -0.904%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.850%, plus: -0.159%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.013%, plus: +0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.355%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.575%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.154%, plus: -3.154%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.223%, plus: +8.223%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.136%, plus: +2.936%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.142%, plus: +0.142%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.206%, plus: +0.206%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.424%, plus: +1.735%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.318%, plus: -0.318%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.119%, plus: +0.090%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.389%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.423%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.721%, plus: +2.588%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.146%, plus: +0.146%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.241813e-04
+  - errors:
+    - {label: stat, symerror: +2.422%}
+    - asymerror: {minus: -3.330%, plus: +3.330%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.454%, plus: +4.454%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.197%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.175%, plus: +0.175%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.396%, plus: +0.397%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.183%, plus: -0.183%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.146%, plus: +0.141%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.515%, plus: +0.091%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.101%, plus: -1.290%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.480%, plus: -0.474%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.130%, plus: +1.094%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.983%, plus: +0.983%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.171%, plus: +0.056%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.191%, plus: -1.775%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.109%, plus: -0.021%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.993%, plus: +0.904%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.221%, plus: +1.221%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.935%, plus: +0.939%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.955%, plus: +1.974%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.315%, plus: -0.315%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.096%, plus: -0.096%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.028%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.074%, plus: -0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.123%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.018%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.315%, plus: -0.224%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.054%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.419%, plus: +0.503%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.879%, plus: +0.254%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.465%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.448%, plus: +0.001%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.808%, plus: +0.466%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.647%, plus: +0.348%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.278%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.155%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.354%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.457%, plus: -0.479%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.170%, plus: -0.930%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.328%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.015%, plus: -0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.068%, plus: -0.191%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.113%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.695%, plus: -3.695%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.433%, plus: +5.433%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.980%, plus: +2.581%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.235%, plus: +0.235%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.119%, plus: +0.119%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.871%, plus: +0.889%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.338%, plus: -0.337%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.149%, plus: -0.220%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.113%, plus: -0.158%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.110%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.302%, plus: +3.121%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.458%, plus: +0.459%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.879346e-03
+  - errors:
+    - {label: stat, symerror: +2.836%}
+    - asymerror: {minus: -3.920%, plus: +3.920%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.235%, plus: +3.235%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.126%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.436%, plus: +0.436%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.500%, plus: +0.502%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.163%, plus: -0.163%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.263%, plus: +0.099%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.643%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.192%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.231%, plus: -0.228%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.916%, plus: +0.925%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.156%, plus: +1.156%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.694%, plus: -1.631%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.309%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.755%, plus: +0.583%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.715%, plus: +0.715%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.808%, plus: +0.811%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.090%, plus: -0.035%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.812%, plus: +1.828%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.120%, plus: -0.120%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.098%, plus: -0.098%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.147%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.139%, plus: -0.252%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.189%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.115%, plus: -0.355%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.176%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.327%, plus: +0.174%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.907%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.568%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.450%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.955%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.979%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.086%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.847%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.673%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.001%, plus: -0.769%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.226%, plus: -1.401%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.839%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.125%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.027%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.169%, plus: -0.355%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.098%, plus: -2.098%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.690%, plus: +6.690%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.991%, plus: +1.614%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.367%, plus: +0.367%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.101%, plus: +0.101%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.757%, plus: +0.452%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.490%, plus: -0.490%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.119%, plus: -0.291%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.123%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.593%, plus: +2.096%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.100%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.710%, plus: +0.712%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.813511e-03
+  - errors:
+    - {label: stat, symerror: +4.223%}
+    - asymerror: {minus: -8.002%, plus: +8.002%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.212%, plus: +4.212%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.268%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.750%, plus: +0.753%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.573%, plus: +0.574%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.069%, plus: +0.141%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.572%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.422%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.170%, plus: -0.169%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.709%, plus: +0.678%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.500%, plus: +1.500%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.252%, plus: +0.489%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.466%, plus: -2.050%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.214%, plus: -0.147%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.499%, plus: +0.509%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.473%, plus: +0.473%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.539%, plus: +0.541%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.464%, plus: +1.475%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.063%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.088%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.070%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.087%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.131%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.115%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.157%, plus: +0.112%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.633%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.019%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.111%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.466%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.361%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.685%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.443%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.944%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.348%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.906%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.857%, plus: -1.069%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.546%, plus: +0.607%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.102%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.353%, plus: -0.379%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.609%, plus: -0.609%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.567%, plus: +6.567%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.181%, plus: +2.271%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.451%, plus: +0.452%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.709%, plus: +0.777%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.075%, plus: -1.069%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.098%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.263%, plus: +0.308%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.095%, plus: +4.028%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.849%, plus: +0.853%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.090148e-04
+- header: {name: 'D2SIG/DT2_PT/DN_JETS (N_JETS = 7) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.348588e-04
+   - value: 2.968189e-03
+   - value: 2.013472e-03
+   - value: 1.266651e-04
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 170.0, low: 0.0}
+  - {high: 260.0, low: 170.0}
+  - {high: 350.0, low: 260.0}
+  - {high: 1000.0, low: 350.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table181.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table181.yaml
new file mode 100644
index 0000000000..cb6841abaf
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table181.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.327%}
+    - asymerror: {minus: -3.073%, plus: +3.073%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.108%, plus: +6.108%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.168%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.106%, plus: +0.107%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.334%, plus: +0.334%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.169%, plus: +0.227%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.298%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.059%, plus: -0.841%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.662%, plus: -1.652%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.230%, plus: +1.208%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.095%, plus: +1.095%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.245%, plus: +0.125%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.013%, plus: -4.376%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.138%, plus: -0.109%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.436%, plus: +0.848%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.849%, plus: +4.849%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.868%, plus: +0.872%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.766%, plus: +1.784%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.386%, plus: -0.386%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.045%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.007%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.392%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.004%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.127%, plus: +0.312%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.015%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.202%, plus: +0.013%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.567%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.757%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.900%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.124%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.641%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.102%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.741%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.736%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.273%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: +0.056%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.034%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.010%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.088%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.560%, plus: +1.560%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.433%, plus: +5.433%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.881%, plus: +3.862%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.274%, plus: +0.275%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.175%, plus: +0.175%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.580%, plus: +1.418%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.274%, plus: -0.273%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.512%, plus: -0.358%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.114%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.143%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.142%, plus: +3.889%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.149%, plus: +0.149%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.257291e-03
+  - errors:
+    - {label: stat, symerror: +2.641%}
+    - asymerror: {minus: -1.123%, plus: +1.123%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.998%, plus: +0.998%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.134%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.229%, plus: +0.229%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.490%, plus: +0.491%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.161%, plus: -0.161%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.228%, plus: +0.226%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.303%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.699%, plus: -0.694%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.276%, plus: +1.218%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.975%, plus: +0.975%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.104%, plus: +0.158%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.346%, plus: -2.598%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.001%, plus: -0.026%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.562%, plus: +0.612%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.759%, plus: +1.759%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.031%, plus: +1.036%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.507%, plus: +0.483%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.789%, plus: +1.805%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.181%, plus: -0.181%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.141%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.140%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.206%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.057%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.523%, plus: +0.250%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.460%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.534%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.413%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.738%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.124%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.482%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.062%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.516%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.202%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: +0.052%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.296%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.212%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.927%, plus: -3.927%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.414%, plus: +8.414%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.099%, plus: +3.661%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.377%, plus: +0.378%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.408%, plus: +1.332%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.367%, plus: -0.367%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.115%, plus: -0.200%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.104%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.171%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.157%, plus: +4.048%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.489%, plus: +0.490%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.377362e-03
+  - errors:
+    - {label: stat, symerror: +3.379%}
+    - asymerror: {minus: -4.381%, plus: +4.381%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.540%, plus: +7.540%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.085%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.518%, plus: +0.519%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.590%, plus: +0.592%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.025%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.055%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.261%, plus: -0.258%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.118%, plus: +1.089%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.164%, plus: +1.164%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.208%, plus: +0.289%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.837%, plus: -3.345%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.325%, plus: -0.409%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.757%, plus: +0.911%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.888%, plus: +0.888%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.765%, plus: +0.767%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.506%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.553%, plus: +1.565%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.033%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.106%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.104%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.086%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.205%, plus: -0.289%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.004%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.284%, plus: +0.194%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.376%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.272%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.718%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.902%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.567%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.138%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.705%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.613%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.050%, plus: -1.001%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.027%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.282%, plus: -0.277%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.281%, plus: +0.384%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.326%, plus: -0.397%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.229%, plus: -2.229%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.878%, plus: +11.878%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.773%, plus: +2.495%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.527%, plus: +0.529%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.679%, plus: +1.016%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.867%, plus: -0.864%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.069%, plus: -0.206%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.206%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.071%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.963%, plus: +2.867%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.759%, plus: +0.761%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.685614e-04
+- header: {name: 'D2SIG/DT2_PT/DN_JETS (N_JETS = 8) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.240163e-03
+   - value: 2.380695e-03
+   - value: 1.807173e-04
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 180.0, low: 0.0}
+  - {high: 280.0, low: 180.0}
+  - {high: 1000.0, low: 280.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table182.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table182.yaml
new file mode 100644
index 0000000000..e3bb81110a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table182.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.182%}
+    - asymerror: {minus: +0.433%, plus: -0.433%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.898%, plus: -4.898%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.100%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.128%, plus: +0.129%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.501%, plus: +0.503%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.331%, plus: +0.480%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.439%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.398%, plus: -0.752%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.081%, plus: -2.073%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.472%, plus: +1.438%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.899%, plus: +0.899%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.057%, plus: +0.283%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.524%, plus: -3.778%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.441%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.728%, plus: +1.343%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.558%, plus: +5.558%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.639%, plus: +0.636%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.757%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.580%, plus: +1.595%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.311%, plus: -0.311%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.182%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.008%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.478%, plus: -0.440%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.024%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.543%, plus: +1.007%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.636%, plus: -0.237%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.757%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.274%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.347%, plus: -0.195%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.061%, plus: -1.006%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.351%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.442%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.236%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.531%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.983%, plus: -4.865%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.014%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.001%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.314%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.803%, plus: -5.803%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.537%, plus: +10.537%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.391%, plus: +5.148%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.370%, plus: +0.368%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.108%, plus: +0.108%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.080%, plus: +2.797%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.271%, plus: -0.270%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.056%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.525%, plus: -0.335%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.623%, plus: +4.568%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.033%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.174%, plus: +0.174%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.667964e-03
+  - errors:
+    - {label: stat, symerror: +3.125%}
+    - asymerror: {minus: -2.874%, plus: +2.874%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.580%, plus: -0.580%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.325%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.287%, plus: +0.288%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.476%, plus: +0.478%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.110%, plus: -0.110%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.582%, plus: +0.576%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.019%, plus: -0.240%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.378%, plus: -0.990%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.356%, plus: -1.349%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.484%, plus: +1.468%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.872%, plus: +0.872%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.287%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.095%, plus: -4.255%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.436%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.859%, plus: +0.347%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.795%, plus: +2.795%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.109%, plus: +1.115%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.779%, plus: +0.291%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.613%, plus: +1.627%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.143%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.044%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.461%, plus: -0.602%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.232%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.919%, plus: +0.622%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.016%, plus: -0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.303%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.605%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.003%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.971%, plus: +0.167%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.271%, plus: +0.126%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.472%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.864%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.469%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.493%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.100%, plus: -0.676%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.157%, plus: -2.253%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.018%, plus: -0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.057%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.102%, plus: -0.482%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.133%, plus: -1.133%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.240%, plus: +12.240%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.852%, plus: +4.877%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.484%, plus: +0.486%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.295%, plus: +1.828%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.331%, plus: -0.330%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.242%, plus: +0.491%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.215%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.263%, plus: -0.353%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.687%, plus: +4.700%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.024%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.404%, plus: +0.404%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.774632e-03
+  - errors:
+    - {label: stat, symerror: +4.540%}
+    - asymerror: {minus: -3.800%, plus: +3.800%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.467%, plus: +4.467%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.202%, plus: +0.298%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.607%, plus: +0.609%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.641%, plus: +0.644%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.098%, plus: -0.098%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.454%, plus: +0.803%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.263%, plus: +0.352%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.407%, plus: -0.393%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.461%, plus: -0.457%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.460%, plus: +1.433%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.232%, plus: +1.232%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.075%, plus: -0.037%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.664%, plus: -4.128%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.614%, plus: -0.078%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.436%, plus: +0.681%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.562%, plus: +1.562%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.812%, plus: +0.815%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.863%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.428%, plus: +1.437%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.200%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.156%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.008%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.751%, plus: -0.437%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.126%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.565%, plus: +0.999%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.211%, plus: +0.503%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.036%, plus: -0.183%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.923%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.587%, plus: +0.121%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.870%, plus: +0.345%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.646%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.465%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.594%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.331%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.136%, plus: +2.688%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.227%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.177%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.412%, plus: -0.303%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.439%, plus: +3.439%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -17.301%, plus: +17.301%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.210%, plus: +5.243%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.622%, plus: +0.625%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.659%, plus: +2.251%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.981%, plus: -0.977%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.442%, plus: -0.206%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.174%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.223%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.879%, plus: +6.118%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.119%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.721%, plus: +0.724%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.077284e-04
+- header: {name: 'D2SIG/DT2_PT/DN_JETS (N_JETS > 8) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.485520e-03
+   - value: 1.860806e-03
+   - value: 9.894121e-05
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 170.0, low: 0.0}
+  - {high: 290.0, low: 170.0}
+  - {high: 1000.0, low: 290.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table183.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table183.yaml
new file mode 100644
index 0000000000..bba44894c6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table183.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.792000e-09}
+  - {value: 2.914000e-09}
+  - {value: 2.313000e-09}
+  - {value: 2.798000e-10}
+  - {value: 2.914000e-09}
+  - {value: 1.128000e-08}
+  - {value: 5.140000e-09}
+  - {value: 6.085000e-10}
+  - {value: 2.313000e-09}
+  - {value: 5.140000e-09}
+  - {value: 7.867000e-09}
+  - {value: 6.444000e-10}
+  - {value: 2.798000e-10}
+  - {value: 6.085000e-10}
+  - {value: 6.444000e-10}
+  - {value: 9.240000e-11}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 1000.00, low: 390.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table184.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table184.yaml
new file mode 100644
index 0000000000..e65924d8d6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table184.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.359000e-09}
+  - {value: 3.993000e-09}
+  - {value: 4.739000e-09}
+  - {value: 3.182000e-10}
+  - {value: 7.621000e-09}
+  - {value: 1.889000e-08}
+  - {value: 1.795000e-08}
+  - {value: 1.610000e-09}
+  - {value: 4.516000e-09}
+  - {value: 1.164000e-08}
+  - {value: 1.244000e-08}
+  - {value: 1.152000e-09}
+  - {value: 4.189000e-10}
+  - {value: 9.803000e-10}
+  - {value: 1.023000e-09}
+  - {value: 1.075000e-10}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table185.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table185.yaml
new file mode 100644
index 0000000000..c7be8434b9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table185.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.071000e-08}
+  - {value: 2.340000e-08}
+  - {value: 1.424000e-08}
+  - {value: 8.847000e-10}
+  - {value: 2.340000e-08}
+  - {value: 8.950000e-08}
+  - {value: 4.804000e-08}
+  - {value: 3.384000e-09}
+  - {value: 1.424000e-08}
+  - {value: 4.804000e-08}
+  - {value: 3.429000e-08}
+  - {value: 2.214000e-09}
+  - {value: 8.847000e-10}
+  - {value: 3.384000e-09}
+  - {value: 2.214000e-09}
+  - {value: 2.118000e-10}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table186.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table186.yaml
new file mode 100644
index 0000000000..f6af39753f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table186.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.493000e-09}
+  - {value: 8.690000e-09}
+  - {value: 8.480000e-09}
+  - {value: 7.445000e-10}
+  - {value: 4.973000e-09}
+  - {value: 1.162000e-08}
+  - {value: 1.589000e-08}
+  - {value: 1.163000e-09}
+  - {value: 5.692000e-10}
+  - {value: 1.568000e-09}
+  - {value: 1.746000e-09}
+  - {value: 1.520000e-10}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 180.00, low: 0.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
+  - {high: 250.00, low: 0.00}
+  - {high: 310.00, low: 250.00}
+  - {high: 390.00, low: 310.00}
+  - {high: 1000.00, low: 390.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table187.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table187.yaml
new file mode 100644
index 0000000000..412e55daca
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table187.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.037000e-08}
+  - {value: 3.470000e-08}
+  - {value: 2.150000e-08}
+  - {value: 1.699000e-09}
+  - {value: 2.260000e-08}
+  - {value: 6.839000e-08}
+  - {value: 4.242000e-08}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table188.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table188.yaml
new file mode 100644
index 0000000000..8735e6f870
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table188.yaml
@@ -0,0 +1,37 @@
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table189.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table189.yaml
new file mode 100644
index 0000000000..2632ee108f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table189.yaml
@@ -0,0 +1,46 @@
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table19.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table19.yaml
new file mode 100644
index 0000000000..3f2467faf0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table19.yaml
@@ -0,0 +1,982 @@
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+  - {high: 0.44, low: 0.35}
+  - {high: 0.53, low: 0.44}
+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
+  - {high: 0.83, low: 0.73}
+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
+  - {high: 1.10, low: 1.01}
+  - {high: 1.20, low: 1.10}
+  - {high: 1.29, low: 1.20}
+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.10, low: 1.59}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.18, low: 0.09}
+  - {high: 0.26, low: 0.18}
+  - {high: 0.35, low: 0.26}
+  - {high: 0.44, low: 0.35}
+  - {high: 0.53, low: 0.44}
+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
+  - {high: 0.83, low: 0.73}
+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
+  - {high: 1.10, low: 1.01}
+  - {high: 1.20, low: 1.10}
+  - {high: 1.29, low: 1.20}
+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.10, low: 1.59}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.18, low: 0.09}
+  - {high: 0.26, low: 0.18}
+  - {high: 0.35, low: 0.26}
+  - {high: 0.44, low: 0.35}
+  - {high: 0.53, low: 0.44}
+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
+  - {high: 0.83, low: 0.73}
+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
+  - {high: 1.10, low: 1.01}
+  - {high: 1.20, low: 1.10}
+  - {high: 1.29, low: 1.20}
+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.10, low: 1.59}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.18, low: 0.09}
+  - {high: 0.26, low: 0.18}
+  - {high: 0.35, low: 0.26}
+  - {high: 0.44, low: 0.35}
+  - {high: 0.53, low: 0.44}
+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
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+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
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+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.10, low: 1.59}
+  - {high: 0.09, low: 0.00}
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+  - {high: 0.26, low: 0.18}
+  - {high: 0.35, low: 0.26}
+  - {high: 0.44, low: 0.35}
+  - {high: 0.53, low: 0.44}
+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
+  - {high: 0.83, low: 0.73}
+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
+  - {high: 1.10, low: 1.01}
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+  - {high: 1.29, low: 1.20}
+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.10, low: 1.59}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.18, low: 0.09}
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+  - {high: 0.35, low: 0.26}
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+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
+  - {high: 0.83, low: 0.73}
+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
+  - {high: 1.10, low: 1.01}
+  - {high: 1.20, low: 1.10}
+  - {high: 1.29, low: 1.20}
+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.10, low: 1.59}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.18, low: 0.09}
+  - {high: 0.26, low: 0.18}
+  - {high: 0.35, low: 0.26}
+  - {high: 0.44, low: 0.35}
+  - {high: 0.53, low: 0.44}
+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
+  - {high: 0.83, low: 0.73}
+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
+  - {high: 1.10, low: 1.01}
+  - {high: 1.20, low: 1.10}
+  - {high: 1.29, low: 1.20}
+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.10, low: 1.59}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.18, low: 0.09}
+  - {high: 0.26, low: 0.18}
+  - {high: 0.35, low: 0.26}
+  - {high: 0.44, low: 0.35}
+  - {high: 0.53, low: 0.44}
+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
+  - {high: 0.83, low: 0.73}
+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
+  - {high: 1.10, low: 1.01}
+  - {high: 1.20, low: 1.10}
+  - {high: 1.29, low: 1.20}
+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.10, low: 1.59}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.18, low: 0.09}
+  - {high: 0.26, low: 0.18}
+  - {high: 0.35, low: 0.26}
+  - {high: 0.44, low: 0.35}
+  - {high: 0.53, low: 0.44}
+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
+  - {high: 0.83, low: 0.73}
+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
+  - {high: 1.10, low: 1.01}
+  - {high: 1.20, low: 1.10}
+  - {high: 1.29, low: 1.20}
+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.10, low: 1.59}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.18, low: 0.09}
+  - {high: 0.26, low: 0.18}
+  - {high: 0.35, low: 0.26}
+  - {high: 0.44, low: 0.35}
+  - {high: 0.53, low: 0.44}
+  - {high: 0.62, low: 0.53}
+  - {high: 0.73, low: 0.62}
+  - {high: 0.83, low: 0.73}
+  - {high: 0.93, low: 0.83}
+  - {high: 1.01, low: 0.93}
+  - {high: 1.10, low: 1.01}
+  - {high: 1.20, low: 1.10}
+  - {high: 1.29, low: 1.20}
+  - {high: 1.38, low: 1.29}
+  - {high: 1.46, low: 1.38}
+  - {high: 1.59, low: 1.46}
+  - {high: 2.10, low: 1.59}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table190.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table190.yaml
new file mode 100644
index 0000000000..ec3769572f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table190.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.226000e-08}
+  - {value: 6.678000e-08}
+  - {value: 4.034000e-08}
+  - {value: 2.526000e-09}
+  - {value: 2.159000e-08}
+  - {value: 6.276000e-08}
+  - {value: 4.265000e-08}
+  - {value: 2.937000e-09}
+  - {value: 1.699000e-09}
+  - {value: 4.795000e-09}
+  - {value: 3.380000e-09}
+  - {value: 2.429000e-10}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 260.00, low: 170.00}
+  - {high: 350.00, low: 260.00}
+  - {high: 1000.00, low: 350.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table191.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table191.yaml
new file mode 100644
index 0000000000..a49a758bbc
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table191.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.934000e-08}
+  - {value: 6.482000e-08}
+  - {value: 6.290000e-09}
+  - {value: 3.111000e-08}
+  - {value: 7.023000e-08}
+  - {value: 6.410000e-09}
+  - {value: 2.744000e-09}
+  - {value: 4.985000e-09}
+  - {value: 5.425000e-10}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 180.00, low: 0.00}
+  - {high: 280.00, low: 180.00}
+  - {high: 1000.00, low: 280.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table192.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table192.yaml
new file mode 100644
index 0000000000..2851f246b6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table192.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.770000e-08}
+  - {value: 6.240000e-08}
+  - {value: 4.599000e-09}
+  - {value: 6.240000e-08}
+  - {value: 8.098000e-08}
+  - {value: 5.669000e-09}
+  - {value: 4.599000e-09}
+  - {value: 5.669000e-09}
+  - {value: 5.204000e-10}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 170.00, low: 0.00}
+  - {high: 290.00, low: 170.00}
+  - {high: 1000.00, low: 290.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table193.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table193.yaml
new file mode 100644
index 0000000000..ebf8117a35
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table193.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.919%}
+    - asymerror: {minus: -4.056%, plus: +4.056%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.121%, plus: -3.121%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.029%, plus: -0.139%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.270%, plus: -0.384%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.235%, plus: +0.133%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.115%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.577%, plus: +0.584%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.422%, plus: -0.406%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.823%, plus: +0.823%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.007%, plus: -0.049%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.853%, plus: +1.605%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.152%, plus: +0.081%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.238%, plus: +0.262%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.784%, plus: +0.784%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.216%, plus: -0.213%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.208%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.129%, plus: +0.126%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.010%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.001%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.054%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.305%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.061%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.238%, plus: -0.401%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.543%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.868%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.769%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.463%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.348%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.524%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.363%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.940%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.104%, plus: -0.255%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.234%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.016%, plus: +2.016%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.144%, plus: -5.144%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.533%, plus: -1.745%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.657%, plus: -0.934%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.111%, plus: -0.093%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.354%, plus: -1.738%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.160%, plus: +0.160%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.093039e-03
+  - errors:
+    - {label: stat, symerror: +6.459%}
+    - asymerror: {minus: +1.209%, plus: -1.209%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.821%, plus: +2.821%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.312%, plus: +0.336%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.206%, plus: +0.205%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.014%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +2.050%, plus: -0.011%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +5.509%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.445%, plus: +0.454%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.697%, plus: -0.604%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.691%, plus: +2.691%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.439%, plus: +0.557%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.376%, plus: +1.924%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.858%, plus: -0.658%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.715%, plus: +1.715%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.220%, plus: -0.218%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.555%, plus: -0.086%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.194%, plus: +0.189%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.064%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.142%, plus: +0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.345%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.128%, plus: -0.275%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.165%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.005%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.093%, plus: -0.038%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +2.417%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +2.744%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +4.171%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +4.098%, plus: -0.060%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +4.791%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +10.346%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +3.387%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.283%, plus: +1.574%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +4.078%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -5.823%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.782%, plus: +0.967%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.128%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.399%, plus: -0.597%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.737%, plus: +1.737%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.586%, plus: -8.586%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.868%, plus: -2.439%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.840%, plus: -1.278%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.139%, plus: -0.139%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.060%, plus: -0.363%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.440%, plus: -0.632%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.608%, plus: +0.469%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.271%, plus: -0.633%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.098%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.267%, plus: +0.265%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.563425e-05
+- header: {name: '1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS = 6) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.309424e-03
+   - value: 1.867051e-05
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 60.0, low: 0.0}
+  - {high: 1000.0, low: 60.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table194.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table194.yaml
new file mode 100644
index 0000000000..577be3c43b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table194.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.503%}
+    - asymerror: {minus: -0.440%, plus: +0.440%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.801%, plus: +0.801%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.036%, plus: -0.037%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.061%, plus: -0.086%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.329%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.380%, plus: +0.385%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.096%, plus: -0.082%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.578%, plus: +0.578%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.288%, plus: +0.783%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.096%, plus: -0.108%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.963%, plus: +0.963%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.026%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.194%, plus: -0.061%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.095%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.044%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.002%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.004%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.013%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.085%, plus: -0.050%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.270%, plus: +0.160%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.024%, plus: -0.240%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.310%, plus: +0.078%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.302%, plus: +0.070%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.216%, plus: +0.425%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.212%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.201%, plus: -0.184%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.125%, plus: -0.504%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.347%, plus: +0.297%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.026%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.496%, plus: -0.496%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.873%, plus: -0.873%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.931%, plus: -0.708%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.457%, plus: -0.256%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.104%, plus: +0.054%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.041%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.020%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.881%, plus: -0.412%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.409961e-03
+  - errors:
+    - {label: stat, symerror: +4.848%}
+    - asymerror: {minus: +2.577%, plus: -2.577%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.835%, plus: +3.835%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.097%, plus: -0.113%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.356%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.802%, plus: +0.897%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.478%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.283%, plus: +0.287%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.432%, plus: -0.446%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.934%, plus: +1.934%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.557%, plus: +0.122%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.068%, plus: +1.441%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.080%, plus: +0.500%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.142%, plus: +3.142%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.512%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.091%, plus: +0.089%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.050%, plus: -0.230%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.001%, plus: +0.536%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.537%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.009%, plus: -0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.337%, plus: +0.098%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.253%, plus: -0.830%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.211%, plus: +0.186%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.577%, plus: -0.353%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.466%, plus: +0.708%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.340%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.787%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.659%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.752%, plus: +0.149%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.414%, plus: -0.794%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.023%, plus: +4.193%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.023%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.386%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.244%, plus: -2.244%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.602%, plus: -3.602%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.963%, plus: -2.740%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.080%, plus: -1.387%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.099%, plus: -0.100%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.196%, plus: -0.614%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.099%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.380%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.588%, plus: -2.714%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.424817e-04
+  - errors:
+    - {label: stat, symerror: +6.365%}
+    - asymerror: {minus: -3.774%, plus: +3.774%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.858%, plus: +5.858%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.296%, plus: +0.296%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.068%, plus: +0.068%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.270%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.147%, plus: +0.405%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.196%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.344%, plus: +0.347%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.482%, plus: -0.499%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.299%, plus: +2.299%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.490%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.830%, plus: +2.017%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.194%, plus: +0.196%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.350%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.796%, plus: +3.796%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.116%, plus: +0.115%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.665%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.120%, plus: +0.117%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.188%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.074%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.134%, plus: +0.297%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.127%, plus: -0.215%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.017%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.209%, plus: -0.181%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.054%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.952%, plus: -0.062%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.480%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.099%, plus: -0.099%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.219%, plus: -1.432%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +1.035%, plus: -1.694%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.386%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.452%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.273%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.905%, plus: +0.722%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.313%, plus: +1.223%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.703%, plus: +2.523%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.122%, plus: +0.996%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.372%, plus: -0.140%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.561%, plus: -4.561%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.570%, plus: -5.570%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.236%, plus: -1.447%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.113%, plus: +0.113%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.292%, plus: +0.291%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.173%, plus: +0.173%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.784%, plus: -0.936%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.192%, plus: -0.194%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.311%, plus: -0.480%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.581%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.760%, plus: +0.874%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.078%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.068%, plus: +0.067%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.302057e-05
+- header: {name: '1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS = 7) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.511559e-03
+   - value: 3.199289e-04
+   - value: 1.867540e-05
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 175.0, low: 0.0}
+  - {high: 270.0, low: 175.0}
+  - {high: 1000.0, low: 270.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table195.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table195.yaml
new file mode 100644
index 0000000000..37a0a4b007
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table195.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.457%}
+    - asymerror: {minus: +1.433%, plus: -1.433%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.108%, plus: +1.108%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.077%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.028%, plus: +0.027%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.550%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.234%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.057%, plus: -0.058%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.252%, plus: +0.256%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.971%, plus: +0.971%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.171%, plus: +0.251%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.153%, plus: -2.447%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.185%, plus: -0.390%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.033%, plus: +0.268%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.241%, plus: +2.241%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.058%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.064%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.109%, plus: -0.201%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.063%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.018%, plus: +0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.248%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.566%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.612%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.567%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.889%, plus: +0.206%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.162%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.471%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.358%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.411%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.599%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.813%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.753%, plus: -1.753%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.343%, plus: +1.343%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.239%, plus: +1.695%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.224%, plus: +0.711%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.135%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.962%, plus: +1.167%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.020%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.057857e-03
+  - errors:
+    - {label: stat, symerror: +2.689%}
+    - asymerror: {minus: +0.320%, plus: -0.320%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.254%, plus: +3.254%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.213%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.304%, plus: +0.377%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.021%, plus: +0.974%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.074%, plus: -0.075%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.083%, plus: +0.051%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.940%, plus: +0.940%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.091%, plus: -0.043%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.228%, plus: -0.018%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.085%, plus: +0.377%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.440%, plus: -0.277%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.403%, plus: +2.403%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.222%, plus: +0.084%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.183%, plus: -0.028%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: +0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.299%, plus: +0.019%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.050%, plus: -0.387%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.381%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.116%, plus: -0.281%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.254%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.272%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.851%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.196%, plus: -0.389%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.255%, plus: +2.836%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.061%, plus: +0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.260%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.037%, plus: +0.218%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.676%, plus: -0.676%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.392%, plus: +0.392%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.311%, plus: +0.107%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.129%, plus: -0.141%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.004%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.334%, plus: +0.250%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.034%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.040375e-03
+  - errors:
+    - {label: stat, symerror: +3.842%}
+    - asymerror: {minus: -0.320%, plus: +0.320%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.840%, plus: +4.840%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.134%, plus: +0.134%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.207%, plus: -0.416%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.183%, plus: -0.269%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.160%, plus: +1.254%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.188%, plus: -0.219%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.188%, plus: +1.188%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.158%, plus: -0.325%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.308%, plus: +2.073%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.190%, plus: +3.190%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.242%, plus: +0.239%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.076%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.209%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.384%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.376%, plus: -0.630%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.036%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.034%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.434%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.323%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.989%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.776%, plus: -0.368%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.176%, plus: -0.554%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.631%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.196%, plus: +0.256%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.759%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.888%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.456%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.883%, plus: -3.883%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.649%, plus: -2.649%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.629%, plus: -1.985%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.228%, plus: +0.229%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.100%, plus: +0.100%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.211%, plus: -1.099%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.089%, plus: -0.090%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.358%, plus: -0.503%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.139%, plus: -0.265%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.663%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.581%, plus: -1.200%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.029%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.209930e-05
+- header: {name: '1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS = 8) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 9.527647e-04
+   - value: 1.070607e-03
+   - value: 7.224998e-05
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 115.0, low: 0.0}
+  - {high: 220.0, low: 115.0}
+  - {high: 1000.0, low: 220.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table196.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table196.yaml
new file mode 100644
index 0000000000..19ed71ada3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table196.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.816%}
+    - asymerror: {minus: +3.465%, plus: -3.465%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.968%, plus: -5.968%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.158%, plus: -0.157%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.033%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.338%, plus: +0.453%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.466%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.269%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.860%, plus: -0.872%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.438%, plus: +0.437%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.947%, plus: +0.947%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.328%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.677%, plus: -2.787%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.059%, plus: +0.113%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.050%, plus: -0.250%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.977%, plus: +3.977%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.455%, plus: +0.539%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.240%, plus: -0.234%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.034%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.090%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.034%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.125%, plus: -0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.409%, plus: +0.408%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.621%, plus: -0.004%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.296%, plus: +0.458%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.099%, plus: +0.103%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.133%, plus: -0.163%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.648%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.463%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.608%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.397%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.353%, plus: +0.432%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.243%, plus: +0.438%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.309%, plus: -1.709%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.029%, plus: -0.307%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.045%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.532%, plus: +6.532%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.872%, plus: +2.102%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.535%, plus: +1.052%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.155%, plus: +0.155%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.114%, plus: +0.451%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.090%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.368%, plus: -0.215%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.033%, plus: +1.180%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.142%, plus: -0.141%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.310875e-04
+  - errors:
+    - {label: stat, symerror: +2.936%}
+    - asymerror: {minus: +2.157%, plus: -2.157%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.085%, plus: -2.085%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.108%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.045%, plus: +0.046%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.173%, plus: +0.322%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.106%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.983%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.740%, plus: -0.750%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.327%, plus: +0.310%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.871%, plus: +0.871%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.198%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.746%, plus: -0.752%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.032%, plus: -0.025%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.646%, plus: +3.646%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.089%, plus: +0.088%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.151%, plus: -0.147%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.037%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.109%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.357%, plus: -0.265%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.116%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.378%, plus: +0.507%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.870%, plus: -0.220%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.931%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.989%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.336%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.607%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +2.305%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.990%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.877%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.078%, plus: +0.835%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.095%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.399%, plus: -1.254%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.029%, plus: -0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.157%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.249%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.292%, plus: +1.292%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.890%, plus: +4.890%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.845%, plus: +2.196%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.106%, plus: +0.104%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.547%, plus: +1.160%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.170%, plus: +0.266%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.112%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.279%, plus: -0.272%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.862%, plus: +1.839%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.004%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.147%, plus: -0.146%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.130632e-04
+  - errors:
+    - {label: stat, symerror: +5.370%}
+    - asymerror: {minus: -2.753%, plus: +2.753%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.067%, plus: +1.067%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.057%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.261%, plus: +0.261%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.086%, plus: +0.087%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.278%, plus: +0.143%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.181%, plus: -0.278%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.418%, plus: -0.423%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.203%, plus: +0.201%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.966%, plus: +0.966%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.276%, plus: -0.112%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.166%, plus: -0.306%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.055%, plus: +0.013%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.430%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.356%, plus: +4.356%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.373%, plus: +0.368%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.092%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.144%, plus: -0.142%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.123%, plus: +0.124%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.050%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.020%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.063%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.069%, plus: -0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.086%, plus: -0.296%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.196%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.150%, plus: -0.150%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.187%, plus: +0.189%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.359%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.058%, plus: +0.102%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.200%, plus: -0.147%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.282%, plus: +0.974%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.077%, plus: -0.599%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.270%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.286%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.724%, plus: -0.049%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.057%, plus: -0.103%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.891%, plus: -3.907%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.048%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.128%, plus: +0.359%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.080%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.500%, plus: +6.500%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.943%, plus: +0.943%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.530%, plus: +0.814%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.339%, plus: +0.340%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.174%, plus: +0.175%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.233%, plus: +0.365%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.057%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.162%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.507%, plus: +0.800%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.153%, plus: -0.152%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.354255e-05
+- header: {name: '1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS > 8) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.855598e-04
+   - value: 7.617116e-04
+   - value: 6.693639e-05
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 150.0, low: 0.0}
+  - {high: 290.0, low: 150.0}
+  - {high: 1000.0, low: 290.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table197.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table197.yaml
new file mode 100644
index 0000000000..371ba326be
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table197.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.547000e-08}
+  - {value: 1.185000e-10}
+  - {value: 1.185000e-10}
+  - {value: 3.716000e-12}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 60.00, low: 0.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 1000.00, low: 60.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table198.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table198.yaml
new file mode 100644
index 0000000000..b5ea5b8373
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table198.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.563000e-09}
+  - {value: 1.283000e-11}
+  - {value: 1.038000e-09}
+  - {value: 2.611000e-11}
+  - {value: 2.217000e-10}
+  - {value: 1.790000e-12}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 175.00, low: 0.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 1000.00, low: 270.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table199.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table199.yaml
new file mode 100644
index 0000000000..fd60c9cea8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table199.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.855000e-09}
+  - {value: 3.993000e-10}
+  - {value: 5.019000e-11}
+  - {value: 3.993000e-10}
+  - {value: 1.058000e-09}
+  - {value: 3.847000e-11}
+  - {value: 5.019000e-11}
+  - {value: 3.847000e-11}
+  - {value: 9.048000e-12}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 175.00, low: 0.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 1000.00, low: 270.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table2.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table2.yaml
new file mode 100644
index 0000000000..ae8a60c681
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table2.yaml
@@ -0,0 +1,1680 @@
+dependent_variables:
+- header: {name: 'DSIG/DDR_E1J1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.772%}
+    - asymerror: {minus: -2.003%, plus: +2.003%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.122%, plus: -1.122%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.113%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.271%, plus: +0.272%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.435%, plus: +0.437%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.196%, plus: +0.337%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.175%, plus: -0.005%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.128%, plus: -0.591%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.511%, plus: -1.504%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.184%, plus: +1.147%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.559%, plus: +0.559%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.062%, plus: +0.084%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.821%, plus: -2.819%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.605%, plus: +0.722%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.458%, plus: +2.458%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.883%, plus: +0.885%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.423%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.703%, plus: +1.720%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.286%, plus: -0.286%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.017%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.118%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.060%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.045%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.342%, plus: -0.243%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.020%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.297%, plus: +0.459%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.022%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.502%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.330%, plus: +0.224%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.058%, plus: -0.416%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.118%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.555%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.201%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.302%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.444%, plus: -2.737%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.039%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.007%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.202%, plus: -0.133%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.071%, plus: -10.071%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.341%, plus: +7.341%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.155%, plus: +3.426%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.388%, plus: +0.388%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.372%, plus: +1.486%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.284%, plus: -0.283%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.231%, plus: -0.312%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.122%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.092%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.498%, plus: +3.427%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.023%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.256%, plus: +0.256%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.914078e+01
+  - errors:
+    - {label: stat, symerror: +4.880%}
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.141%, plus: +1.141%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.112%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.126%, plus: +0.126%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.413%, plus: +0.414%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.164%, plus: -0.164%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.332%, plus: +0.159%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.676%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.141%, plus: -0.384%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.847%, plus: -0.837%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.167%, plus: +1.089%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.871%, plus: +1.871%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.163%, plus: +0.062%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.142%, plus: -4.867%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.461%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.194%, plus: +0.941%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.835%, plus: +2.835%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.782%, plus: +0.784%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.190%, plus: +0.678%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.687%, plus: +1.702%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.095%, plus: -0.095%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.092%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.062%, plus: -0.198%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.099%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.348%, plus: -0.423%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.171%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.632%, plus: +0.533%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.512%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.668%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.172%, plus: +0.079%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.692%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.578%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.344%, plus: +0.245%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.212%, plus: -0.187%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.449%, plus: -1.883%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.013%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.042%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.329%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.418%, plus: -7.418%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -15.633%, plus: +15.633%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.325%, plus: +4.835%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.298%, plus: +0.299%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.126%, plus: +0.126%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.728%, plus: +1.109%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.413%, plus: -0.412%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.428%, plus: +0.289%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.256%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.894%, plus: +5.609%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.595%, plus: +0.597%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.242507e-02
+  - errors:
+    - {label: stat, symerror: +3.914%}
+    - asymerror: {minus: -0.531%, plus: +0.531%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.233%, plus: +4.233%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.282%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.220%, plus: +0.220%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.454%, plus: +0.455%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.159%, plus: -0.158%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.497%, plus: +0.252%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.018%, plus: -0.676%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.588%, plus: -0.583%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.266%, plus: +1.248%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.495%, plus: +1.495%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.202%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.682%, plus: -3.653%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.212%, plus: -0.556%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.929%, plus: +0.654%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.421%, plus: +2.421%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.840%, plus: +0.843%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.444%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.767%, plus: +1.782%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.158%, plus: -0.158%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.047%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.071%, plus: -0.208%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.092%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.402%, plus: -0.653%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.097%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.859%, plus: +0.395%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.035%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.697%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.268%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.566%, plus: +0.052%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.497%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.806%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.298%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.370%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.312%, plus: -0.977%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.704%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.434%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.082%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.069%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.158%, plus: -0.371%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.670%, plus: -7.670%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.219%, plus: +11.219%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.802%, plus: +3.565%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.291%, plus: +0.291%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.147%, plus: +0.147%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.315%, plus: +0.882%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.473%, plus: -0.472%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.136%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.377%, plus: -0.424%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.350%, plus: +3.462%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.029%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.600%, plus: +0.602%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.820917e-01
+  - errors:
+    - {label: stat, symerror: +4.154%}
+    - asymerror: {minus: -7.140%, plus: +7.140%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.611%, plus: -5.611%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.309%, plus: +0.352%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.306%, plus: +0.306%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.531%, plus: +0.533%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.155%, plus: -0.155%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.424%, plus: +0.525%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.941%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.280%, plus: -0.730%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.577%, plus: -0.572%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.255%, plus: +1.226%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.583%, plus: +1.583%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.731%, plus: +0.040%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.666%, plus: -3.492%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.091%, plus: -0.572%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.651%, plus: +0.743%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.600%, plus: +2.600%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.924%, plus: +0.929%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.292%, plus: +0.243%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.810%, plus: +1.826%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.169%, plus: -0.169%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.229%, plus: +0.265%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.262%, plus: -0.317%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.265%, plus: +0.318%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.098%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.675%, plus: -0.581%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.192%, plus: +0.318%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.819%, plus: +0.570%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.026%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.882%, plus: +0.319%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.203%, plus: +0.065%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.838%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.436%, plus: +0.440%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.189%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.865%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.749%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.129%, plus: -1.368%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.109%, plus: -0.969%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.594%, plus: -0.492%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.073%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.095%, plus: +0.317%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.112%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.475%, plus: -0.321%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.511%, plus: -5.511%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.535%, plus: +7.535%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.184%, plus: +4.409%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.392%, plus: +0.393%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.758%, plus: +1.329%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.504%, plus: -0.502%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.240%, plus: +0.121%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.381%, plus: -0.268%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.540%, plus: +4.611%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.170%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.565%, plus: +0.567%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.088482e-01
+  - errors:
+    - {label: stat, symerror: +4.280%}
+    - asymerror: {minus: -1.783%, plus: +1.783%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.947%, plus: +6.947%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.225%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.327%, plus: +0.328%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.491%, plus: +0.493%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.511%, plus: +0.099%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.004%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.917%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.551%, plus: -0.546%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.306%, plus: +1.285%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.624%, plus: +1.624%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.133%, plus: +0.257%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.894%, plus: -2.849%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.508%, plus: +0.748%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.551%, plus: +2.551%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.952%, plus: +0.956%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.646%, plus: +0.390%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.817%, plus: +1.834%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.175%, plus: -0.175%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.081%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.088%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.093%, plus: -0.555%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.592%, plus: +0.042%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.038%, plus: +0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.426%, plus: +0.179%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.196%, plus: -1.039%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.433%, plus: +0.006%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.016%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.813%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.912%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.032%, plus: -1.092%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.312%, plus: -1.497%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.207%, plus: -2.811%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.042%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.317%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.507%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.131%, plus: -4.131%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.011%, plus: +6.011%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.684%, plus: +3.255%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.388%, plus: +0.389%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.325%, plus: +1.240%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.504%, plus: -0.503%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.469%, plus: -0.131%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.130%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.360%, plus: +3.535%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.001%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.538%, plus: +0.540%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.118375e-01
+  - errors:
+    - {label: stat, symerror: +4.155%}
+    - asymerror: {minus: -4.901%, plus: +4.901%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.241%, plus: +3.241%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.126%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.274%, plus: +0.274%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.453%, plus: +0.455%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.136%, plus: -0.136%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.046%, plus: +0.549%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.785%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.081%, plus: -2.545%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.643%, plus: -0.639%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.261%, plus: +1.237%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.554%, plus: +1.554%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.525%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.931%, plus: -2.549%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.107%, plus: +0.062%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.552%, plus: +0.991%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.656%, plus: +2.656%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.893%, plus: +0.896%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.108%, plus: +0.518%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.804%, plus: +1.820%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.175%, plus: -0.175%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.146%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.174%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.149%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.000%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.299%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.238%, plus: +0.485%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.023%, plus: -0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.100%, plus: +0.025%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.982%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.668%, plus: +0.098%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.588%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.438%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.351%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.152%, plus: -1.080%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.755%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.046%, plus: -2.619%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.016%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.209%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.027%, plus: -4.027%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.541%, plus: +10.541%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.044%, plus: +4.394%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.356%, plus: +0.357%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.012%, plus: +1.679%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.533%, plus: -0.532%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.100%, plus: -0.121%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.153%, plus: -0.240%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.705%, plus: +4.626%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.542%, plus: +0.544%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.097081e-01
+  - errors:
+    - {label: stat, symerror: +3.442%}
+    - asymerror: {minus: -2.671%, plus: +2.671%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.012%, plus: +2.012%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.215%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.316%, plus: +0.316%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.499%, plus: +0.500%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.438%, plus: +0.211%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.646%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.666%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.644%, plus: -0.638%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.276%, plus: +1.249%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.318%, plus: +1.318%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.015%, plus: +0.361%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.355%, plus: -2.785%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.307%, plus: -0.246%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.518%, plus: +0.731%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.235%, plus: +2.235%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.946%, plus: +0.951%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.156%, plus: -0.108%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.809%, plus: +1.825%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.182%, plus: -0.182%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.002%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.100%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.049%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.249%, plus: -0.440%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.162%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.425%, plus: +0.525%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.033%, plus: +0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.808%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.779%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.672%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.406%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.631%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.219%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.439%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.216%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.092%, plus: -0.876%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.971%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.067%, plus: -0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.068%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.187%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.601%, plus: -4.601%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.795%, plus: +6.795%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.412%, plus: +3.160%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.375%, plus: +0.376%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.178%, plus: +1.152%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.504%, plus: -0.503%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.295%, plus: +0.700%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.006%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.147%, plus: -0.216%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.570%, plus: +3.406%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.516%, plus: +0.518%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.224434e-01
+  - errors:
+    - {label: stat, symerror: +3.243%}
+    - asymerror: {minus: -3.690%, plus: +3.690%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.263%, plus: +0.234%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.343%, plus: +0.344%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.509%, plus: +0.510%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.226%, plus: +0.327%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.249%, plus: -1.285%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.641%, plus: -0.635%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.267%, plus: +1.227%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.224%, plus: +1.224%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.150%, plus: +0.211%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.752%, plus: -3.324%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.061%, plus: -0.174%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.369%, plus: +0.517%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.081%, plus: +2.081%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.912%, plus: +0.916%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.322%, plus: +0.186%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.773%, plus: +1.788%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.196%, plus: -0.196%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.126%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.014%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.082%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.383%, plus: -0.247%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.119%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.425%, plus: +0.565%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.533%, plus: +0.456%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.575%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.033%, plus: +0.117%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.114%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.433%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.878%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.190%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.038%, plus: -0.151%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.245%, plus: -0.348%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.668%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.053%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.004%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.087%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.343%, plus: -0.126%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.738%, plus: -3.738%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.154%, plus: +8.154%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.650%, plus: +3.177%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.288%, plus: +0.288%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.198%, plus: +1.340%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.501%, plus: -0.500%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.066%, plus: -0.130%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.005%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.345%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.731%, plus: +3.596%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.065%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.487%, plus: +0.488%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.074164e-01
+  - errors:
+    - {label: stat, symerror: +3.246%}
+    - asymerror: {minus: -3.517%, plus: +3.517%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.238%, plus: +5.238%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.314%, plus: +0.314%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.469%, plus: +0.470%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.130%, plus: -0.130%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.183%, plus: +0.134%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.201%, plus: -0.348%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.690%, plus: -0.683%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.257%, plus: +1.262%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.262%, plus: +1.262%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.291%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.823%, plus: -2.523%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.059%, plus: -0.122%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.950%, plus: +0.481%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.166%, plus: +2.166%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.892%, plus: +0.896%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.782%, plus: +1.798%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.195%, plus: -0.195%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.085%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.046%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.243%, plus: -0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.261%, plus: +0.385%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.484%, plus: +0.029%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.392%, plus: +0.175%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.370%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.433%, plus: +0.534%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.720%, plus: +0.156%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.872%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.679%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.576%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.863%, plus: -0.979%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.140%, plus: -0.141%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.975%, plus: -2.975%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.950%, plus: +5.950%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.890%, plus: +3.667%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.307%, plus: +0.308%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.131%, plus: +1.546%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.497%, plus: -0.496%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.375%, plus: -0.272%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.083%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.187%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.496%, plus: +4.060%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.496%, plus: +0.497%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.992400e-01
+  - errors:
+    - {label: stat, symerror: +4.465%}
+    - asymerror: {minus: -4.236%, plus: +4.236%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.312%, plus: +7.312%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.097%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.299%, plus: +0.300%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.421%, plus: +0.422%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.111%, plus: -0.111%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.197%, plus: +0.365%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.348%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.028%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.726%, plus: -0.720%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.268%, plus: +1.265%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.575%, plus: +1.575%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.154%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.284%, plus: -3.085%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.461%, plus: -0.261%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.180%, plus: +0.618%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.075%, plus: +3.075%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.903%, plus: +0.906%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.303%, plus: -0.109%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.792%, plus: +1.809%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.188%, plus: -0.188%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.064%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.199%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.037%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.010%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.384%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.499%, plus: +0.414%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.038%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.396%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.112%, plus: -0.956%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.378%, plus: +0.201%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.087%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.347%, plus: +0.225%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.981%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.457%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.367%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.415%, plus: -0.323%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.037%, plus: -0.710%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +5.116%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.006%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.026%, plus: -0.228%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.220%, plus: -6.220%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -13.142%, plus: +13.142%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.539%, plus: +2.883%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.385%, plus: +0.386%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.937%, plus: +1.348%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.515%, plus: -0.513%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.434%, plus: +0.464%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.048%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.011%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.013%, plus: +3.443%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.040%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.510%, plus: +0.511%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.792000e-01
+  - errors:
+    - {label: stat, symerror: +3.876%}
+    - asymerror: {minus: -2.883%, plus: +2.883%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.156%, plus: +5.156%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.219%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.270%, plus: +0.270%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.431%, plus: +0.432%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.140%, plus: -0.140%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.450%, plus: +0.027%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.558%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.077%, plus: -2.083%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.571%, plus: -0.567%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.324%, plus: +1.316%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.571%, plus: +1.571%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.442%, plus: -3.573%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.256%, plus: -0.233%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.042%, plus: +1.052%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.733%, plus: +2.733%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.932%, plus: +0.936%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.817%, plus: +1.834%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.204%, plus: -0.204%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.071%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.104%, plus: -0.253%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.094%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.271%, plus: -0.580%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.198%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.572%, plus: +0.502%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.331%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.096%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.784%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.776%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.629%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.732%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.015%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.062%, plus: -2.063%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.568%, plus: -2.488%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.054%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.166%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.338%, plus: -0.380%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.935%, plus: -3.935%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.295%, plus: +7.295%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.664%, plus: +4.026%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.401%, plus: +0.402%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.092%, plus: +0.092%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.536%, plus: +2.138%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.514%, plus: -0.512%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.039%, plus: -0.043%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.001%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.176%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.269%, plus: +4.500%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.494%, plus: +0.495%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.469741e-01
+  - errors:
+    - {label: stat, symerror: +4.192%}
+    - asymerror: {minus: -0.318%, plus: +0.318%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.791%, plus: +8.791%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.258%, plus: +0.258%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.475%, plus: +0.477%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.170%, plus: -0.169%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.331%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.423%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.565%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.556%, plus: -0.553%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.382%, plus: +1.359%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.526%, plus: +1.526%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.628%, plus: +0.107%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.564%, plus: -2.535%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.241%, plus: +0.174%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.971%, plus: +0.877%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.018%, plus: +3.018%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.949%, plus: +0.953%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.191%, plus: +0.262%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.830%, plus: +1.847%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.214%, plus: -0.214%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.063%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.037%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.025%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.106%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.354%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.123%, plus: +0.499%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.049%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.026%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.577%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.780%, plus: +0.017%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.926%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.807%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.794%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.273%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.458%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.929%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.313%, plus: +1.871%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.031%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.300%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.051%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.565%, plus: -7.565%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.761%, plus: +8.761%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.909%, plus: +3.094%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.465%, plus: +0.467%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.169%, plus: +0.169%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.596%, plus: +1.678%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.501%, plus: -0.500%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.346%, plus: -0.459%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.324%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.668%, plus: +3.089%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.485%, plus: +0.486%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.572122e-02
+- header: {name: 'DSIG/DDR_E1J1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.677281e+01
+   - value: 6.531911e-02
+   - value: 1.850326e-01
+   - value: 3.087682e-01
+   - value: 4.209678e-01
+   - value: 5.119164e-01
+   - value: 6.076360e-01
+   - value: 7.138183e-01
+   - value: 7.667894e-01
+   - value: 5.119911e-01
+   - value: 3.109492e-01
+   - value: 4.650531e-02
+independent_variables:
+- header: {name: 'DR_E1J1', units: ''}
+  values:
+  - {high: 0.03, low: 0.0}
+  - {high: 1.08, low: 0.03}
+  - {high: 1.71, low: 1.08}
+  - {high: 2.04, low: 1.71}
+  - {high: 2.28, low: 2.04}
+  - {high: 2.49, low: 2.28}
+  - {high: 2.73, low: 2.49}
+  - {high: 2.97, low: 2.73}
+  - {high: 3.18, low: 2.97}
+  - {high: 3.39, low: 3.18}
+  - {high: 3.72, low: 3.39}
+  - {high: 6.0, low: 3.72}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table20.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table20.yaml
new file mode 100644
index 0000000000..52bec9be15
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table20.yaml
@@ -0,0 +1,1541 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DT1_PT (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.823%}
+    - asymerror: {minus: +2.807%, plus: -2.807%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.209%, plus: -8.209%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.267%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.270%, plus: -0.269%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.441%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.712%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.202%, plus: -1.221%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.119%, plus: +0.131%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.022%, plus: +1.022%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.510%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.089%, plus: -1.523%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.310%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.004%, plus: +0.483%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.262%, plus: +5.262%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.173%, plus: -0.171%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.924%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.079%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.196%, plus: -0.196%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.104%, plus: +0.104%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.057%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.282%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.314%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.047%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.817%, plus: -0.160%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.034%, plus: +1.027%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.673%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.154%, plus: +0.150%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.087%, plus: +0.720%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.504%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.161%, plus: +1.216%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.241%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.960%, plus: -2.774%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.028%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.060%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.296%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.669%, plus: -2.669%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.369%, plus: -1.369%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.222%, plus: +2.126%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.149%, plus: -0.152%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.440%, plus: +0.963%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.183%, plus: +0.184%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.178%, plus: -0.128%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.239%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.488%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.847%, plus: +1.165%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.068%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.413%, plus: -0.411%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.125645e-03
+  - errors:
+    - {label: stat, symerror: +2.608%}
+    - asymerror: {minus: +0.532%, plus: -0.532%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.001%, plus: +1.001%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.050%, plus: -0.224%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.205%, plus: -0.205%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.079%, plus: -0.078%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.048%, plus: +0.587%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.223%, plus: +0.128%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.377%, plus: -0.383%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.201%, plus: +0.184%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.990%, plus: +0.990%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.732%, plus: -0.999%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.025%, plus: +0.019%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.288%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.035%, plus: +3.035%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.056%, plus: +0.054%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.413%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.160%, plus: -0.160%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.086%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.099%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.101%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.007%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.042%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.021%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.342%, plus: -0.153%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.095%, plus: +0.202%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.587%, plus: -0.177%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.368%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.510%, plus: -0.043%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.201%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.075%, plus: +0.338%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.483%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.000%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.161%, plus: +0.314%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.287%, plus: -4.287%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.295%, plus: -1.295%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.178%, plus: +0.905%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.114%, plus: -0.113%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.471%, plus: +0.202%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.162%, plus: +0.163%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.169%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.079%, plus: -0.260%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.378%, plus: +0.485%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.054%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.259%, plus: -0.258%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.565857e-03
+  - errors:
+    - {label: stat, symerror: +2.286%}
+    - asymerror: {minus: -0.546%, plus: +0.546%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.441%, plus: -4.441%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.018%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.151%, plus: -0.150%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.017%, plus: -0.060%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.544%, plus: -0.311%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.192%, plus: +0.188%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.868%, plus: +0.868%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.262%, plus: +0.146%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.101%, plus: -0.249%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.357%, plus: +0.139%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.304%, plus: +2.304%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.116%, plus: +0.115%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.411%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.086%, plus: +0.085%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.118%, plus: -0.119%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.015%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.065%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.119%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.029%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.114%, plus: +0.060%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.026%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.230%, plus: -0.214%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.551%, plus: -0.351%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.376%, plus: -0.193%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.487%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.127%, plus: +0.105%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.332%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.847%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.043%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.289%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.156%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.143%, plus: -2.143%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.763%, plus: -1.763%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.440%, plus: +0.158%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.066%, plus: -0.065%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.471%, plus: +0.327%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.154%, plus: +0.155%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.076%, plus: +0.163%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.137%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.480%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.008%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.153%, plus: -0.153%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.245018e-03
+  - errors:
+    - {label: stat, symerror: +2.053%}
+    - asymerror: {minus: +0.476%, plus: -0.476%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.314%, plus: +2.314%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.098%, plus: -0.098%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.137%, plus: -0.399%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.067%, plus: +0.069%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.109%, plus: +0.095%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.773%, plus: +0.773%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.031%, plus: -0.210%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.283%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.804%, plus: +1.804%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.098%, plus: +0.097%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.384%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.100%, plus: +0.098%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.048%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.192%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.218%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.349%, plus: +0.009%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.126%, plus: +0.147%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.822%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.393%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.968%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.940%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.005%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.055%, plus: -0.438%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.702%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.038%, plus: -0.372%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.352%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.793%, plus: -0.793%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.735%, plus: +1.735%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.467%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.141%, plus: +0.142%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.204%, plus: +0.200%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.238%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.765%, plus: -0.386%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.056%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.442852e-03
+  - errors:
+    - {label: stat, symerror: +2.000%}
+    - asymerror: {minus: +0.914%, plus: -0.914%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.430%, plus: +3.430%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.673%, plus: +0.199%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.121%, plus: -0.267%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.161%, plus: +0.164%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.037%, plus: +0.062%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.735%, plus: +0.735%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.433%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.016%, plus: +0.221%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.183%, plus: +0.013%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.525%, plus: +1.525%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.082%, plus: +0.081%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.227%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.099%, plus: +0.096%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.014%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.000%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.055%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.052%, plus: +0.077%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.327%, plus: +0.112%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.416%, plus: +0.522%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.463%, plus: +0.284%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.384%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.296%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.100%, plus: -0.437%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.446%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.565%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.051%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.214%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.591%, plus: +0.591%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.065%, plus: +2.065%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.160%, plus: -0.055%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.258%, plus: -0.249%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.076%, plus: -0.133%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.174%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.035%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.068512e-03
+  - errors:
+    - {label: stat, symerror: +2.092%}
+    - asymerror: {minus: +1.202%, plus: -1.202%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.397%, plus: +1.397%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.021%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.081%, plus: -0.038%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.079%, plus: +0.306%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.249%, plus: +0.253%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.068%, plus: -0.046%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.766%, plus: +0.766%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.508%, plus: +0.759%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.261%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.425%, plus: +1.425%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.164%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.066%, plus: +0.064%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.046%, plus: +0.045%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.105%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.010%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.034%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.008%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.028%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.372%, plus: -0.194%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.253%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.209%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.300%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.474%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.034%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.460%, plus: +1.460%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.659%, plus: -1.659%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.666%, plus: -0.375%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.247%, plus: -0.075%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.058%, plus: +0.059%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.309%, plus: -0.302%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.191%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.301%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.762%, plus: -0.574%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.069%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.123%, plus: +0.123%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.519652e-03
+  - errors:
+    - {label: stat, symerror: +2.190%}
+    - asymerror: {minus: +0.218%, plus: -0.218%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.762%, plus: +1.762%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.104%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.137%, plus: +0.137%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.112%, plus: -0.066%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.031%, plus: -0.552%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.334%, plus: +0.339%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.138%, plus: -0.125%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.795%, plus: +0.795%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.964%, plus: +0.615%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.341%, plus: +1.341%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.031%, plus: +0.130%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.016%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.103%, plus: +0.103%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.032%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.035%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.097%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.074%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.208%, plus: -0.057%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.645%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.730%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.689%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.656%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.067%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.008%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.309%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.052%, plus: -0.366%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.009%, plus: -0.377%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.548%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.243%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.474%, plus: +1.474%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.260%, plus: +0.260%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.460%, plus: -0.755%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.086%, plus: +0.087%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.274%, plus: -0.224%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.107%, plus: -0.159%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.021%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.011%, plus: -0.725%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.039%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.183%, plus: +0.182%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.791463e-03
+  - errors:
+    - {label: stat, symerror: +2.492%}
+    - asymerror: {minus: -2.485%, plus: +2.485%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.968%, plus: -0.968%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.182%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.242%, plus: +0.242%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.142%, plus: -0.056%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.153%, plus: -0.249%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.059%, plus: +0.476%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.366%, plus: +0.371%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.187%, plus: -0.216%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.899%, plus: +0.899%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.142%, plus: +0.770%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.075%, plus: -0.242%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.350%, plus: +1.350%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.016%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.235%, plus: -0.025%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.037%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.151%, plus: +0.152%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.066%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.035%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.127%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.280%, plus: -0.173%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.044%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.120%, plus: -0.022%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.318%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.309%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.317%, plus: -0.224%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.035%, plus: +0.236%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.834%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.653%, plus: +2.701%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.170%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.037%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.177%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.198%, plus: +2.198%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.552%, plus: +2.552%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.635%, plus: -0.589%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.117%, plus: +0.117%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.311%, plus: -0.175%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.136%, plus: -0.137%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.117%, plus: +0.063%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.092%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.107%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.484%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.233%, plus: +0.232%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.128867e-03
+  - errors:
+    - {label: stat, symerror: +2.894%}
+    - asymerror: {minus: -3.103%, plus: +3.103%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.228%, plus: +0.228%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.115%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.322%, plus: +0.321%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.040%, plus: +0.026%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.339%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.393%, plus: +0.398%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.244%, plus: -0.283%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.976%, plus: +0.976%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.382%, plus: +0.259%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.225%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.337%, plus: +1.337%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.372%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.118%, plus: -0.117%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.203%, plus: +0.204%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.120%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.136%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.037%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.000%, plus: -0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.437%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.363%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.398%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.502%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.142%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.677%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.617%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.491%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.639%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.383%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.060%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.068%, plus: -0.456%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.643%, plus: +2.643%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.863%, plus: -1.863%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.668%, plus: -0.928%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.133%, plus: +0.134%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.533%, plus: -0.527%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.268%, plus: -0.270%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.044%, plus: +0.053%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.052%, plus: -0.225%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.420%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.590%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.287%, plus: +0.286%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.402581e-03
+  - errors:
+    - {label: stat, symerror: +3.702%}
+    - asymerror: {minus: -3.658%, plus: +3.658%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.156%, plus: +3.156%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.249%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.380%, plus: +0.379%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.096%, plus: +0.095%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.061%, plus: -0.096%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.097%, plus: +0.410%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.406%, plus: +0.412%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.276%, plus: -0.287%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.097%, plus: +1.097%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.340%, plus: +0.465%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.524%, plus: +0.681%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.156%, plus: -0.294%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.423%, plus: +1.423%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.205%, plus: -0.204%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.239%, plus: -0.236%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.246%, plus: +0.246%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.100%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.219%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.161%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.187%, plus: -0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.077%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.005%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.034%, plus: -0.140%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.208%, plus: -0.362%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.224%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.467%, plus: -0.117%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.621%, plus: -0.860%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.680%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.757%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.420%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.087%, plus: +0.488%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.748%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.316%, plus: +0.462%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.201%, plus: -0.302%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.887%, plus: +3.887%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.148%, plus: -0.943%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.173%, plus: +0.173%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.364%, plus: -0.510%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.522%, plus: -0.524%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.235%, plus: +0.206%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.189%, plus: -0.288%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.415%, plus: +0.287%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.146%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.322%, plus: +0.321%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.327965e-04
+  - errors:
+    - {label: stat, symerror: +3.950%}
+    - asymerror: {minus: -4.025%, plus: +4.025%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.851%, plus: +3.851%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.029%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.438%, plus: +0.438%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.141%, plus: +0.141%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.084%, plus: +0.085%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.074%, plus: -0.075%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.142%, plus: -0.064%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.047%, plus: +1.144%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.473%, plus: +0.479%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.266%, plus: -0.259%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.777%, plus: +0.777%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.074%, plus: +0.036%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.071%, plus: +0.308%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.099%, plus: +0.055%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.016%, plus: -0.126%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.203%, plus: +1.203%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.341%, plus: -0.338%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.045%, plus: -0.156%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.550%, plus: -0.541%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.320%, plus: +0.321%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.121%, plus: +0.276%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.293%, plus: -0.287%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.182%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.119%, plus: +0.239%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.154%, plus: -0.058%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.470%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.346%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.651%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.808%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.444%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.068%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.514%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.535%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.524%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.097%, plus: +0.542%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.306%, plus: +1.587%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.123%, plus: +1.068%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.433%, plus: -0.482%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.630%, plus: +4.630%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.815%, plus: +0.815%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.630%, plus: -0.620%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.266%, plus: +0.267%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.117%, plus: +0.117%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.285%, plus: -0.450%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.132%, plus: -1.134%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.177%, plus: -0.144%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.234%, plus: -0.196%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.592%, plus: +0.471%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.592%, plus: +1.613%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.016%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.284%, plus: +0.283%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.170232e-04
+- header: {name: '1/SIG*DSIG/DT1_PT (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 9.570205e-04
+   - value: 3.249504e-03
+   - value: 3.983946e-03
+   - value: 4.338337e-03
+   - value: 4.242029e-03
+   - value: 3.783188e-03
+   - value: 3.068597e-03
+   - value: 2.276149e-03
+   - value: 1.538524e-03
+   - value: 9.584226e-04
+   - value: 1.223091e-04
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 200.0, low: 80.0}
+  - {high: 230.0, low: 200.0}
+  - {high: 255.0, low: 230.0}
+  - {high: 285.0, low: 255.0}
+  - {high: 315.0, low: 285.0}
+  - {high: 345.0, low: 315.0}
+  - {high: 380.0, low: 345.0}
+  - {high: 415.0, low: 380.0}
+  - {high: 450.0, low: 415.0}
+  - {high: 490.0, low: 450.0}
+  - {high: 800.0, low: 490.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table200.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table200.yaml
new file mode 100644
index 0000000000..12550d78b3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table200.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -6.224000e-09}
+  - {value: -2.202000e-11}
+  - {value: -1.910000e-09}
+  - {value: 4.657000e-12}
+  - {value: 1.950000e-10}
+  - {value: 3.078000e-12}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 1000.00, low: 220.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table201.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table201.yaml
new file mode 100644
index 0000000000..494d77ede3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table201.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.285000e-09}
+  - {value: -4.167000e-10}
+  - {value: -4.183000e-11}
+  - {value: -3.386000e-10}
+  - {value: 2.325000e-10}
+  - {value: 2.406000e-11}
+  - {value: 9.405000e-11}
+  - {value: 1.036000e-10}
+  - {value: 1.060000e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 1000.00, low: 220.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table202.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table202.yaml
new file mode 100644
index 0000000000..053e6e807b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table202.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.347000e-09}
+  - {value: 1.780000e-10}
+  - {value: -7.483000e-11}
+  - {value: 1.780000e-10}
+  - {value: 2.178000e-09}
+  - {value: 7.454000e-11}
+  - {value: -7.483000e-11}
+  - {value: 7.454000e-11}
+  - {value: 4.099000e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 1000.00, low: 220.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table203.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table203.yaml
new file mode 100644
index 0000000000..b223ee06fa
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table203.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.185000e-08}
+  - {value: -7.005000e-11}
+  - {value: -6.336000e-09}
+  - {value: -4.920000e-11}
+  - {value: 1.832000e-10}
+  - {value: 5.642000e-13}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table204.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table204.yaml
new file mode 100644
index 0000000000..5ab8b316d3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table204.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.246000e-09}
+  - {value: -9.982000e-10}
+  - {value: -1.272000e-10}
+  - {value: -1.437000e-09}
+  - {value: -1.089000e-09}
+  - {value: -1.334000e-10}
+  - {value: -5.210000e-11}
+  - {value: -5.680000e-11}
+  - {value: -3.175000e-12}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table205.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table205.yaml
new file mode 100644
index 0000000000..48751c70ca
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table205.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.746000e-09}
+  - {value: -1.409000e-10}
+  - {value: -2.117000e-10}
+  - {value: 8.324000e-10}
+  - {value: -9.015000e-10}
+  - {value: -2.714000e-10}
+  - {value: -4.859000e-11}
+  - {value: -4.252000e-11}
+  - {value: -1.418000e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table206.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table206.yaml
new file mode 100644
index 0000000000..3d9a79654f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table206.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.384000e-09}
+  - {value: 2.774000e-09}
+  - {value: -1.324000e-11}
+  - {value: 2.774000e-09}
+  - {value: 4.692000e-09}
+  - {value: 2.320000e-11}
+  - {value: -1.324000e-11}
+  - {value: 2.320000e-11}
+  - {value: 3.543000e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table207.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table207.yaml
new file mode 100644
index 0000000000..2a3c4d1c1b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table207.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.980%}
+    - asymerror: {minus: -7.451%, plus: +7.451%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.004%, plus: -1.004%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.378%, plus: +0.379%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.413%, plus: +0.414%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.187%, plus: -0.187%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.058%, plus: -0.151%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.495%, plus: +0.064%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.199%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.195%, plus: -0.191%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.759%, plus: +0.741%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.881%, plus: +0.881%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.142%, plus: +0.070%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.793%, plus: -1.176%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.989%, plus: +1.021%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.412%, plus: +0.412%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.658%, plus: +0.660%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.909%, plus: +1.927%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.278%, plus: -0.278%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.088%, plus: -0.088%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.039%, plus: -0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.065%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.822%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.828%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.813%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.780%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.366%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.978%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -4.778%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.012%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.839%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.029%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.554%, plus: -0.205%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.107%, plus: -0.253%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.780%, plus: -0.780%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.130%, plus: +2.130%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.672%, plus: +1.446%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.275%, plus: +0.276%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.131%, plus: +0.131%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.635%, plus: +0.332%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.450%, plus: -0.449%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.198%, plus: -0.157%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.228%, plus: +1.716%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.628%, plus: +0.630%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.463010e-03
+  - errors:
+    - {label: stat, symerror: +6.470%}
+    - asymerror: {minus: -2.015%, plus: +2.015%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.068%, plus: +5.068%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.453%, plus: +0.470%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.514%, plus: +0.515%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.470%, plus: +0.471%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.187%, plus: -0.187%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.053%, plus: +0.338%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.784%, plus: -0.080%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +4.352%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.328%, plus: -0.320%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.487%, plus: +0.541%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.700%, plus: +2.700%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.587%, plus: +0.676%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.283%, plus: -0.866%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.239%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.366%, plus: +1.366%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.654%, plus: +0.656%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.455%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.973%, plus: +1.991%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.243%, plus: -0.242%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.015%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.052%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.416%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.117%, plus: -0.282%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.125%, plus: -0.357%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.257%, plus: +0.452%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.094%, plus: -0.043%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.866%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +2.392%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +3.178%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +3.200%, plus: -0.218%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +4.349%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +7.501%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +2.881%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.273%, plus: +1.089%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +3.409%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -6.892%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.779%, plus: +0.969%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.094%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.563%, plus: -0.745%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.052%, plus: -1.052%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.576%, plus: -1.576%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.379%, plus: +0.729%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.305%, plus: +0.306%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.191%, plus: +0.191%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.533%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.569%, plus: -0.567%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.146%, plus: -0.427%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.502%, plus: -0.704%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.473%, plus: +0.359%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.272%, plus: +2.861%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.065%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.734%, plus: +0.736%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.333709e-05
+- header: {name: 'D2SIG/DTT_PT/DN_JETS (N_JETS = 6) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.907074e-03
+   - value: 3.967118e-05
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 60.0, low: 0.0}
+  - {high: 1000.0, low: 60.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table208.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table208.yaml
new file mode 100644
index 0000000000..d713f7cdf9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table208.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.598%}
+    - asymerror: {minus: -3.718%, plus: +3.718%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.004%, plus: +3.004%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.124%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.289%, plus: +0.289%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.444%, plus: +0.445%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.162%, plus: -0.162%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.151%, plus: +0.148%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.005%, plus: -1.422%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.394%, plus: -0.389%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.081%, plus: +1.069%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.648%, plus: +0.648%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.059%, plus: +0.120%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.401%, plus: -1.975%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.215%, plus: -0.200%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.820%, plus: +0.721%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.770%, plus: +0.770%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.846%, plus: +0.850%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.876%, plus: +1.893%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.243%, plus: -0.243%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.040%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.134%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.072%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.015%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.277%, plus: -0.207%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.080%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.298%, plus: +0.350%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.000%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.807%, plus: +0.118%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.582%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.260%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.162%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.637%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.784%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.555%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.615%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.211%, plus: -0.661%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.142%, plus: -1.142%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.093%, plus: -0.841%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.029%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.035%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.208%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.223%, plus: -3.223%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.729%, plus: +6.729%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.255%, plus: +2.516%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.279%, plus: +0.279%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.833%, plus: +1.019%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.467%, plus: -0.466%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.103%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.685%, plus: +3.089%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.021%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.534%, plus: +0.536%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.006476e-03
+  - errors:
+    - {label: stat, symerror: +4.883%}
+    - asymerror: {minus: -0.602%, plus: +0.602%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.105%, plus: +6.105%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.044%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.421%, plus: +0.423%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.447%, plus: +0.448%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.343%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.061%, plus: +0.828%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.569%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.491%, plus: -0.486%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.749%, plus: +0.701%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.950%, plus: +1.950%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.705%, plus: +0.241%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.573%, plus: -1.335%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.407%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.048%, plus: +0.708%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.058%, plus: +3.058%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.791%, plus: +0.794%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.353%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.872%, plus: +1.889%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.230%, plus: -0.230%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.178%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.145%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.039%, plus: -0.237%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.288%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.402%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.868%, plus: +0.056%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.170%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.152%, plus: +0.007%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.510%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.886%, plus: +0.102%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.272%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.720%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.145%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.741%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.431%, plus: -1.431%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.586%, plus: +3.011%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.021%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.383%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.924%, plus: -4.924%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.791%, plus: +3.791%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.255%, plus: +0.419%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.277%, plus: +0.277%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.133%, plus: +0.133%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.218%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.530%, plus: -0.528%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.283%, plus: -0.677%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.161%, plus: -0.253%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.244%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.002%, plus: +0.707%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.547%, plus: +0.549%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.302777e-04
+  - errors:
+    - {label: stat, symerror: +6.393%}
+    - asymerror: {minus: -7.160%, plus: +7.160%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.171%, plus: +8.171%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.089%, plus: +0.323%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.604%, plus: +0.606%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.470%, plus: +0.472%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.408%, plus: +0.336%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.430%, plus: -0.426%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.700%, plus: +0.647%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.304%, plus: +2.304%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.141%, plus: +0.609%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.817%, plus: -0.775%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.076%, plus: +0.103%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.101%, plus: +0.725%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.688%, plus: +3.688%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.987%, plus: +0.991%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.564%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.900%, plus: +1.917%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.201%, plus: -0.201%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.238%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.016%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.205%, plus: +0.354%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.116%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.334%, plus: -0.177%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.102%, plus: -0.102%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.174%, plus: +0.218%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.049%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.409%, plus: -0.104%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.034%, plus: +0.136%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.135%, plus: -0.278%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.346%, plus: -1.588%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.608%, plus: -2.285%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.953%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.047%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.218%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.895%, plus: +0.241%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.297%, plus: +0.573%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.265%, plus: +1.359%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.119%, plus: +0.998%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.192%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.535%, plus: -0.289%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.177%, plus: -7.177%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.672%, plus: +1.672%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.991%, plus: +1.753%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.098%, plus: +0.098%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.652%, plus: +0.654%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.194%, plus: +0.194%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.100%, plus: +0.100%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.510%, plus: +0.329%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.623%, plus: -0.622%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.398%, plus: -0.544%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.643%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.624%, plus: +0.764%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.494%, plus: +3.489%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.265%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.536%, plus: +0.537%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.908704e-05
+- header: {name: 'D2SIG/DTT_PT/DN_JETS (N_JETS = 7) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.211768e-03
+   - value: 6.797863e-04
+   - value: 3.968158e-05
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 175.0, low: 0.0}
+  - {high: 270.0, low: 175.0}
+  - {high: 1000.0, low: 270.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table209.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table209.yaml
new file mode 100644
index 0000000000..6f5f95129d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table209.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.555%}
+    - asymerror: {minus: -1.783%, plus: +1.783%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.318%, plus: +3.318%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.218%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.192%, plus: +0.192%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.483%, plus: +0.484%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.143%, plus: -0.143%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.439%, plus: +0.229%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.618%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.317%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.834%, plus: -0.828%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.425%, plus: +1.411%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.014%, plus: +1.014%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.319%, plus: +0.369%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.880%, plus: -5.117%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.304%, plus: -0.482%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.787%, plus: +1.027%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.290%, plus: +2.290%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.873%, plus: +0.877%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.327%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.770%, plus: +1.786%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.234%, plus: -0.234%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.149%, plus: -0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.134%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.399%, plus: -0.488%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.138%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.630%, plus: +0.434%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.999%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.898%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.426%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.744%, plus: +0.048%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.757%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.011%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.513%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.886%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.927%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.205%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.224%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.446%, plus: -4.446%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.115%, plus: +9.115%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.324%, plus: +4.998%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.333%, plus: +0.334%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.112%, plus: +0.112%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.492%, plus: +1.998%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.400%, plus: -0.399%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.111%, plus: -0.056%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.085%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.271%, plus: -0.227%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.427%, plus: +4.724%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.449%, plus: +0.450%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.255681e-03
+  - errors:
+    - {label: stat, symerror: +2.787%}
+    - asymerror: {minus: -2.933%, plus: +2.933%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.511%, plus: +5.511%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.245%, plus: +0.245%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.440%, plus: +0.441%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.098%, plus: +0.331%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.564%, plus: +0.308%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.038%, plus: -0.133%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.851%, plus: -0.845%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.259%, plus: +1.204%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.976%, plus: +0.976%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.057%, plus: +0.075%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.931%, plus: -2.754%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.284%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.316%, plus: +0.478%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.463%, plus: +2.463%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.967%, plus: +0.972%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.321%, plus: +0.244%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.774%, plus: +1.791%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.210%, plus: -0.209%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.313%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.200%, plus: +0.372%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.835%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.728%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.575%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.747%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.369%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.313%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.658%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.482%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.206%, plus: -0.865%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.739%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.669%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.062%, plus: +0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.263%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.398%, plus: -3.398%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.092%, plus: +8.092%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.457%, plus: +3.358%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.321%, plus: +0.321%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.236%, plus: +1.360%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.433%, plus: -0.432%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.216%, plus: -0.205%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.280%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.856%, plus: +3.775%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.435%, plus: +0.436%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.218404e-03
+  - errors:
+    - {label: stat, symerror: +3.890%}
+    - asymerror: {minus: -3.593%, plus: +3.593%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.131%, plus: +7.131%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.264%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.442%, plus: +0.443%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.456%, plus: +0.457%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.338%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.100%, plus: +0.144%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.771%, plus: -0.765%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.990%, plus: +0.931%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.194%, plus: +1.194%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.009%, plus: -0.207%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.353%, plus: -0.720%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.090%, plus: -0.223%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.822%, plus: +0.659%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.174%, plus: +3.174%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.112%, plus: +1.117%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.765%, plus: +1.781%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.172%, plus: -0.171%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.014%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.301%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.040%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.036%, plus: -0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.417%, plus: +0.392%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.525%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.152%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.498%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.349%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.731%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.452%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.089%, plus: -0.499%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.517%, plus: -6.517%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.817%, plus: +4.817%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.579%, plus: +1.198%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.589%, plus: +0.592%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.121%, plus: +0.121%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.072%, plus: +0.072%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.088%, plus: +0.164%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.520%, plus: -0.519%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.445%, plus: -0.566%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.201%, plus: -0.337%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.528%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.009%, plus: +2.273%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.061%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.395%, plus: +0.396%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.537382e-04
+- header: {name: 'D2SIG/DTT_PT/DN_JETS (N_JETS = 8) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.024438e-03
+   - value: 2.274830e-03
+   - value: 1.535171e-04
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 115.0, low: 0.0}
+  - {high: 220.0, low: 115.0}
+  - {high: 1000.0, low: 220.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table21.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table21.yaml
new file mode 100644
index 0000000000..d2f5d65205
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table21.yaml
@@ -0,0 +1,373 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: '1/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.319000e-09}
+  - {value: 7.434000e-10}
+  - {value: -3.548000e-09}
+  - {value: -3.199000e-09}
+  - {value: -1.745000e-09}
+  - {value: -1.312000e-09}
+  - {value: -3.027000e-09}
+  - {value: -7.109000e-09}
+  - {value: -3.138000e-09}
+  - {value: -1.703000e-09}
+  - {value: -2.954000e-10}
+  - {value: 7.434000e-10}
+  - {value: 4.471000e-08}
+  - {value: 1.933000e-08}
+  - {value: -6.902000e-09}
+  - {value: -1.100000e-08}
+  - {value: -4.774000e-09}
+  - {value: -7.216000e-09}
+  - {value: -8.730000e-09}
+  - {value: -4.418000e-09}
+  - {value: -5.841000e-09}
+  - {value: -9.267000e-10}
+  - {value: -3.548000e-09}
+  - {value: 1.933000e-08}
+  - {value: 3.951000e-08}
+  - {value: -2.364000e-09}
+  - {value: -1.884000e-08}
+  - {value: -1.899000e-09}
+  - {value: -4.433000e-09}
+  - {value: -2.928000e-09}
+  - {value: 1.802000e-09}
+  - {value: -2.166000e-09}
+  - {value: -5.406000e-10}
+  - {value: -3.199000e-09}
+  - {value: -6.902000e-09}
+  - {value: -2.364000e-09}
+  - {value: 2.970000e-08}
+  - {value: 1.379000e-08}
+  - {value: -1.241000e-08}
+  - {value: -1.610000e-09}
+  - {value: 2.067000e-09}
+  - {value: -5.194000e-09}
+  - {value: -1.355000e-09}
+  - {value: -2.009000e-10}
+  - {value: -1.745000e-09}
+  - {value: -1.100000e-08}
+  - {value: -1.884000e-08}
+  - {value: 1.379000e-08}
+  - {value: 2.882000e-08}
+  - {value: -3.277000e-09}
+  - {value: -6.497000e-10}
+  - {value: -2.344000e-11}
+  - {value: -5.349000e-09}
+  - {value: -1.405000e-10}
+  - {value: 1.507000e-10}
+  - {value: -1.312000e-09}
+  - {value: -4.774000e-09}
+  - {value: -1.899000e-09}
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+  - {value: 8.807000e-10}
+  - {value: 2.245000e-10}
+  - {value: -7.109000e-09}
+  - {value: -8.730000e-09}
+  - {value: -2.928000e-09}
+  - {value: 2.067000e-09}
+  - {value: -2.344000e-11}
+  - {value: -3.401000e-09}
+  - {value: 4.213000e-09}
+  - {value: 1.836000e-08}
+  - {value: 5.517000e-09}
+  - {value: 2.376000e-09}
+  - {value: 4.861000e-10}
+  - {value: -3.138000e-09}
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+  - {value: 1.802000e-09}
+  - {value: -5.194000e-09}
+  - {value: -5.349000e-09}
+  - {value: 2.535000e-09}
+  - {value: 7.821000e-10}
+  - {value: 5.517000e-09}
+  - {value: 7.394000e-09}
+  - {value: 3.116000e-09}
+  - {value: 3.240000e-10}
+  - {value: -1.703000e-09}
+  - {value: -5.841000e-09}
+  - {value: -2.166000e-09}
+  - {value: -1.355000e-09}
+  - {value: -1.405000e-10}
+  - {value: -9.362000e-11}
+  - {value: 8.807000e-10}
+  - {value: 2.376000e-09}
+  - {value: 3.116000e-09}
+  - {value: 3.668000e-09}
+  - {value: 3.600000e-10}
+  - {value: -2.954000e-10}
+  - {value: -9.267000e-10}
+  - {value: -5.406000e-10}
+  - {value: -2.009000e-10}
+  - {value: 1.507000e-10}
+  - {value: -5.443000e-11}
+  - {value: 2.245000e-10}
+  - {value: 4.861000e-10}
+  - {value: 3.240000e-10}
+  - {value: 3.600000e-10}
+  - {value: 9.448000e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 80.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 200.00, low: 80.00}
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+  - {high: 200.00, low: 80.00}
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+  - {high: 230.00, low: 200.00}
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+  - {high: 230.00, low: 200.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 230.00, low: 200.00}
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+  - {high: 255.00, low: 230.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 255.00, low: 230.00}
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+  - {high: 255.00, low: 230.00}
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+  - {high: 255.00, low: 230.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 255.00, low: 230.00}
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+  - {high: 285.00, low: 255.00}
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+  - {high: 415.00, low: 380.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 490.00, low: 450.00}
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+  - {high: 490.00, low: 450.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 800.00, low: 490.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
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+  - {high: 200.00, low: 80.00}
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+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
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+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
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+  - {high: 255.00, low: 230.00}
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+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
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+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
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+  - {high: 415.00, low: 380.00}
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+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
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+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table210.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table210.yaml
new file mode 100644
index 0000000000..f9be48dca7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table210.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.975%}
+    - asymerror: {minus: +0.315%, plus: -0.315%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.913%, plus: -3.913%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.150%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.151%, plus: +0.152%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.487%, plus: +0.490%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.549%, plus: +0.688%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.534%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.328%, plus: -1.035%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.643%, plus: -1.636%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.609%, plus: +1.594%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.974%, plus: +0.974%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.405%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.419%, plus: -5.448%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.703%, plus: +0.505%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.252%, plus: +4.252%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.773%, plus: +0.774%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.554%, plus: +0.700%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.546%, plus: +1.560%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.213%, plus: -0.212%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.041%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.124%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.019%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.045%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.415%, plus: -0.443%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.026%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.790%, plus: +0.809%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.079%, plus: -0.046%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.582%, plus: +0.114%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.051%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.730%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.362%, plus: +0.043%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.127%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.081%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.343%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.752%, plus: -2.825%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.032%, plus: -0.305%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.079%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.175%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.816%, plus: -2.816%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -14.702%, plus: +14.702%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.938%, plus: +5.418%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.369%, plus: +0.370%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.799%, plus: +2.343%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.275%, plus: -0.274%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.028%, plus: +0.387%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.028%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.505%, plus: -0.324%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.495%, plus: +4.737%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.015%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.327%, plus: +0.328%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.772137e-03
+  - errors:
+    - {label: stat, symerror: +3.101%}
+    - asymerror: {minus: -1.035%, plus: +1.035%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.249%, plus: +0.211%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.314%, plus: +0.314%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.501%, plus: +0.503%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.384%, plus: +0.557%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.842%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.403%, plus: -0.124%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.522%, plus: -1.515%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.499%, plus: +1.466%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.897%, plus: +0.897%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.031%, plus: +0.317%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.489%, plus: -3.468%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.151%, plus: -0.117%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.852%, plus: +0.747%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.900%, plus: +3.900%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.960%, plus: +0.963%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.413%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.634%, plus: +1.648%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.184%, plus: -0.184%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.064%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.081%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.030%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.648%, plus: -0.552%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.191%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.759%, plus: +0.908%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.327%, plus: -0.262%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.641%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.462%, plus: -0.035%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.332%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.547%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.383%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.068%, plus: +0.353%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.446%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.847%, plus: -2.375%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.028%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.154%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.029%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.412%, plus: -0.284%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.484%, plus: -1.484%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.934%, plus: +12.934%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.975%, plus: +5.515%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.467%, plus: +0.467%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.824%, plus: +2.452%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.341%, plus: -0.341%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: +0.202%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.050%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.416%, plus: -0.380%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.366%, plus: +5.420%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.037%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.322%, plus: +0.323%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.733704e-03
+  - errors:
+    - {label: stat, symerror: +5.446%}
+    - asymerror: {minus: -6.105%, plus: +6.105%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.276%, plus: +3.276%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.198%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.569%, plus: +0.571%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.444%, plus: +0.445%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.489%, plus: +0.378%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.241%, plus: -1.371%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.198%, plus: -1.191%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.377%, plus: +1.356%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.950%, plus: +0.950%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.867%, plus: -3.034%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.063%, plus: -0.079%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.482%, plus: +1.191%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.415%, plus: +4.415%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.242%, plus: +1.247%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.102%, plus: +0.252%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.641%, plus: +1.654%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.098%, plus: -0.098%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.100%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.070%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.008%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.058%, plus: -0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.376%, plus: -0.583%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.272%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.171%, plus: -0.172%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.569%, plus: +0.589%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.182%, plus: +0.223%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.345%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.755%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.142%, plus: +0.815%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.197%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.315%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.734%, plus: -0.527%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.074%, plus: -0.744%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.336%, plus: -4.997%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.047%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.125%, plus: +0.361%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.243%, plus: -0.213%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.581%, plus: +3.581%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.684%, plus: +8.684%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.669%, plus: +4.088%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.074%, plus: +0.074%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.699%, plus: +0.703%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.195%, plus: +0.195%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.513%, plus: +1.647%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.487%, plus: -0.486%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.092%, plus: -0.251%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.023%, plus: +4.344%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.316%, plus: +0.317%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.141694e-04
+- header: {name: 'D2SIG/DTT_PT/DN_JETS (N_JETS > 8) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.456680e-03
+   - value: 1.618488e-03
+   - value: 1.422267e-04
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 150.0, low: 0.0}
+  - {high: 290.0, low: 150.0}
+  - {high: 1000.0, low: 290.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table211.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table211.yaml
new file mode 100644
index 0000000000..828b98f033
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table211.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.601000e-07}
+  - {value: 5.758000e-10}
+  - {value: 5.758000e-10}
+  - {value: 1.697000e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 60.00, low: 0.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 1000.00, low: 60.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table212.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table212.yaml
new file mode 100644
index 0000000000..c52a710d8f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table212.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.676000e-08}
+  - {value: 5.816000e-10}
+  - {value: 1.090000e-08}
+  - {value: 1.665000e-10}
+  - {value: 1.867000e-09}
+  - {value: 1.490000e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 175.00, low: 0.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 1000.00, low: 270.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table213.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table213.yaml
new file mode 100644
index 0000000000..5d03007bf8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table213.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.726000e-08}
+  - {value: 1.644000e-08}
+  - {value: 1.542000e-09}
+  - {value: 1.644000e-08}
+  - {value: 6.626000e-09}
+  - {value: 3.761000e-10}
+  - {value: 1.542000e-09}
+  - {value: 3.761000e-10}
+  - {value: 5.946000e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 175.00, low: 0.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 1000.00, low: 270.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table214.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table214.yaml
new file mode 100644
index 0000000000..3fc46e2444
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table214.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.910000e-08}
+  - {value: 6.514000e-10}
+  - {value: 6.781000e-08}
+  - {value: 6.148000e-10}
+  - {value: 4.295000e-09}
+  - {value: 4.045000e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 1000.00, low: 220.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table215.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table215.yaml
new file mode 100644
index 0000000000..9c26068439
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table215.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.173000e-08}
+  - {value: 1.664000e-08}
+  - {value: 1.318000e-09}
+  - {value: 8.264000e-08}
+  - {value: 1.624000e-08}
+  - {value: 1.383000e-09}
+  - {value: 4.922000e-09}
+  - {value: 1.206000e-09}
+  - {value: 1.134000e-10}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 1000.00, low: 220.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table216.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table216.yaml
new file mode 100644
index 0000000000..67cb50b5c7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table216.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.093000e-07}
+  - {value: 8.604000e-08}
+  - {value: 4.585000e-09}
+  - {value: 8.604000e-08}
+  - {value: 8.542000e-08}
+  - {value: 4.578000e-09}
+  - {value: 4.585000e-09}
+  - {value: 4.578000e-09}
+  - {value: 4.092000e-10}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 1000.00, low: 220.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table217.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table217.yaml
new file mode 100644
index 0000000000..dfd5e1d273
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table217.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.255000e-08}
+  - {value: 5.020000e-10}
+  - {value: 4.874000e-08}
+  - {value: 3.788000e-10}
+  - {value: 4.672000e-09}
+  - {value: 3.272000e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
+  - {high: 60.00, low: 0.00}
+  - {high: 1000.00, low: 60.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table218.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table218.yaml
new file mode 100644
index 0000000000..cc99f301ff
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table218.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.632000e-08}
+  - {value: 1.485000e-08}
+  - {value: 9.433000e-10}
+  - {value: 7.123000e-08}
+  - {value: 9.898000e-09}
+  - {value: 6.054000e-10}
+  - {value: 4.074000e-09}
+  - {value: 5.254000e-10}
+  - {value: 5.127000e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
+  - {high: 175.00, low: 0.00}
+  - {high: 270.00, low: 175.00}
+  - {high: 1000.00, low: 270.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table219.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table219.yaml
new file mode 100644
index 0000000000..ac3602253f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table219.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.607000e-08}
+  - {value: 8.088000e-08}
+  - {value: 3.912000e-09}
+  - {value: 7.902000e-08}
+  - {value: 6.403000e-08}
+  - {value: 2.714000e-09}
+  - {value: 4.151000e-09}
+  - {value: 3.685000e-09}
+  - {value: 1.549000e-10}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 220.00, low: 115.00}
+  - {high: 1000.00, low: 220.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table22.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table22.yaml
new file mode 100644
index 0000000000..04f3900553
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table22.yaml
@@ -0,0 +1,1541 @@
+dependent_variables:
+- header: {name: 'DSIG/DT1_PT (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.064%}
+    - asymerror: {minus: -0.291%, plus: +0.291%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.372%, plus: -6.372%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.101%, plus: +0.420%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.458%, plus: +0.459%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.183%, plus: +0.696%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.485%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.130%, plus: -1.025%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.093%, plus: -2.085%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.281%, plus: +1.272%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.083%, plus: +1.083%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.599%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.823%, plus: -4.272%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.452%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.734%, plus: +1.257%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.810%, plus: +5.810%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.679%, plus: +0.681%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +1.088%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.698%, plus: +1.717%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.423%, plus: -0.422%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.023%, plus: +0.205%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.145%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.070%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.590%, plus: -0.270%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.281%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.366%, plus: +0.730%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.055%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.306%, plus: -0.210%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.328%, plus: +0.745%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.226%, plus: +0.083%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.018%, plus: +0.017%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.524%, plus: +0.151%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.013%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.772%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.353%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.157%, plus: +0.782%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.051%, plus: -0.393%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.211%, plus: -3.671%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.029%, plus: +0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.115%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.100%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.482%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.379%, plus: -8.379%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.781%, plus: +6.781%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.358%, plus: +5.477%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.199%, plus: +0.195%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.143%, plus: +0.143%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.737%, plus: +2.271%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.264%, plus: -0.263%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.271%, plus: -0.191%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.638%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.348%, plus: +4.725%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.107%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.410170e-03
+  - errors:
+    - {label: stat, symerror: +2.734%}
+    - asymerror: {minus: -2.638%, plus: +2.638%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.022%, plus: +3.022%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.381%, plus: +0.382%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.139%, plus: -0.139%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.330%, plus: +0.178%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.273%, plus: +0.547%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.963%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.261%, plus: -1.254%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.362%, plus: +1.325%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.035%, plus: +1.035%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.165%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.457%, plus: -3.763%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.116%, plus: -0.084%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.444%, plus: +0.778%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.204%, plus: +3.204%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.905%, plus: +0.908%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.470%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.827%, plus: +1.846%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.387%, plus: -0.386%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.094%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.029%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.105%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.314%, plus: -0.337%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.037%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.620%, plus: +0.401%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.013%, plus: -0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.202%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.350%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.542%, plus: +0.235%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.070%, plus: -0.608%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.262%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.613%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.072%, plus: -0.385%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.149%, plus: -1.198%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.474%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.903%, plus: -9.903%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.861%, plus: +6.861%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.316%, plus: +4.216%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.234%, plus: +0.234%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.117%, plus: +0.117%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.768%, plus: +1.500%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.285%, plus: -0.285%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.098%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.228%, plus: -0.362%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.896%, plus: +4.020%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.014%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.207%, plus: +0.207%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.635016e-03
+  - errors:
+    - {label: stat, symerror: +2.400%}
+    - asymerror: {minus: -3.750%, plus: +3.750%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.529%, plus: -2.529%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.135%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.137%, plus: +0.137%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.399%, plus: +0.399%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.165%, plus: -0.165%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.200%, plus: +0.194%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.318%, plus: -0.350%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.126%, plus: -0.962%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.904%, plus: -0.897%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.353%, plus: +1.329%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.916%, plus: +0.916%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.386%, plus: +0.272%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.809%, plus: -3.034%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.106%, plus: -0.168%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.084%, plus: +0.910%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.308%, plus: +2.308%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.965%, plus: +0.969%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.468%, plus: +0.070%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.860%, plus: +1.879%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.345%, plus: -0.344%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.030%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.412%, plus: -0.267%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.050%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.511%, plus: +0.476%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.034%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.405%, plus: +0.094%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.493%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.750%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.483%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.757%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.408%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.385%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.009%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.103%, plus: -0.303%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.762%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.043%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.281%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.030%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.885%, plus: -7.885%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.354%, plus: +6.354%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.601%, plus: +3.445%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.281%, plus: +0.282%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.768%, plus: +1.627%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.293%, plus: -0.293%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.066%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.141%, plus: -0.353%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.994%, plus: +3.213%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.312%, plus: +0.313%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.089199e-03
+  - errors:
+    - {label: stat, symerror: +2.155%}
+    - asymerror: {minus: -2.696%, plus: +2.696%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.361%, plus: +4.361%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.256%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.189%, plus: +0.189%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.427%, plus: +0.428%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.165%, plus: -0.165%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.318%, plus: +0.185%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.197%, plus: -1.485%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.813%, plus: -0.806%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.271%, plus: +1.236%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.818%, plus: +0.818%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.797%, plus: -2.763%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.291%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.996%, plus: +0.485%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.764%, plus: +1.764%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.947%, plus: +0.952%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.274%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.874%, plus: +1.893%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.297%, plus: -0.297%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.146%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.136%, plus: -0.171%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.188%, plus: -0.488%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.195%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.541%, plus: +0.196%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.855%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.420%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.708%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.255%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.769%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.448%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.059%, plus: -0.864%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.004%, plus: -1.032%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.126%, plus: -2.609%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.030%, plus: -0.350%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.246%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.614%, plus: -6.614%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.141%, plus: +10.141%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.180%, plus: +2.799%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.339%, plus: +0.340%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.494%, plus: +1.142%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.306%, plus: -0.305%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.111%, plus: +0.137%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.165%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.119%, plus: -0.339%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.793%, plus: +3.120%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.068%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.410%, plus: +0.410%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.512791e-03
+  - errors:
+    - {label: stat, symerror: +2.090%}
+    - asymerror: {minus: -2.244%, plus: +2.244%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.499%, plus: +5.499%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.198%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.233%, plus: +0.234%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.448%, plus: +0.449%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.163%, plus: -0.163%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.348%, plus: +0.195%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.897%, plus: +0.160%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.181%, plus: -1.354%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.718%, plus: -0.712%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.199%, plus: +1.202%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.777%, plus: +0.777%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.317%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.689%, plus: -2.578%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.798%, plus: +0.576%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.444%, plus: +1.444%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.931%, plus: +0.934%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.872%, plus: +1.890%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.238%, plus: -0.238%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.068%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.088%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.275%, plus: -0.413%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.134%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.449%, plus: +0.492%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.832%, plus: +0.062%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.627%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.990%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.277%, plus: +0.389%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.898%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.385%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.084%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.103%, plus: -0.863%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.076%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.131%, plus: -1.482%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.264%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.311%, plus: -5.311%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.499%, plus: +10.499%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.020%, plus: +3.225%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.301%, plus: +0.301%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.105%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.049%, plus: +1.044%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.341%, plus: -0.340%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.015%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.226%, plus: -0.234%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.363%, plus: +3.446%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.031%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.500%, plus: +0.501%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.711275e-03
+  - errors:
+    - {label: stat, symerror: +2.173%}
+    - asymerror: {minus: -1.946%, plus: +1.946%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.426%, plus: +3.426%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.174%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.314%, plus: +0.314%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.459%, plus: +0.460%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.145%, plus: -0.145%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.136%, plus: +0.216%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.787%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.629%, plus: -0.623%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.095%, plus: +1.093%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.807%, plus: +0.807%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.083%, plus: +0.215%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.184%, plus: -2.054%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.196%, plus: -0.086%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.527%, plus: +1.034%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.291%, plus: +1.291%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.888%, plus: +0.891%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.327%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.840%, plus: +1.857%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.180%, plus: -0.180%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.010%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.048%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.174%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.006%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.313%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.046%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.354%, plus: +0.508%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.030%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.473%, plus: +0.092%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.077%, plus: -0.473%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.803%, plus: +0.084%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.503%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.432%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.329%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.155%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.017%, plus: -0.286%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.097%, plus: -0.335%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.538%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.366%, plus: -0.123%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.493%, plus: -4.493%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.466%, plus: +6.466%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.529%, plus: +2.894%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.339%, plus: +0.340%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.059%, plus: +1.220%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.389%, plus: -0.389%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.402%, plus: -0.365%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.262%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.796%, plus: +2.925%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.588%, plus: +0.589%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.536085e-03
+  - errors:
+    - {label: stat, symerror: +2.254%}
+    - asymerror: {minus: -2.962%, plus: +2.962%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.798%, plus: +3.798%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.049%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.424%, plus: +0.424%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.486%, plus: +0.488%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.104%, plus: +0.187%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.091%, plus: -1.636%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.544%, plus: -0.539%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.026%, plus: +1.013%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.831%, plus: +0.831%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.034%, plus: +0.204%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.715%, plus: -2.195%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.260%, plus: -0.061%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.472%, plus: +0.837%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.154%, plus: +1.154%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.873%, plus: +0.877%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.088%, plus: +0.293%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.791%, plus: +1.807%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.022%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.124%, plus: -0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.037%, plus: +0.191%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.209%, plus: -0.205%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.005%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.191%, plus: +0.358%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.150%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.773%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.617%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.548%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.218%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.544%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.442%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.783%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.055%, plus: -0.793%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.017%, plus: -1.008%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.611%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.044%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.480%, plus: -4.480%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.544%, plus: +8.544%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.729%, plus: +2.501%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.433%, plus: +0.434%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.032%, plus: +1.069%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.473%, plus: -0.472%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.200%, plus: -0.222%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.170%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.520%, plus: +2.769%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.001%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.647%, plus: +0.649%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.976928e-03
+  - errors:
+    - {label: stat, symerror: +2.535%}
+    - asymerror: {minus: -5.752%, plus: +5.752%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.013%, plus: +1.013%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.529%, plus: +0.530%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.513%, plus: +0.515%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.102%, plus: -0.102%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.075%, plus: +0.198%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.288%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.001%, plus: -0.619%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.512%, plus: -0.507%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.979%, plus: +0.921%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.924%, plus: +0.924%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.050%, plus: +0.190%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.559%, plus: -2.044%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.225%, plus: -0.098%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.656%, plus: +0.526%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.126%, plus: +1.126%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.835%, plus: +0.838%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.739%, plus: +1.754%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.038%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.180%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.024%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.070%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.272%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.118%, plus: +0.241%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.388%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.023%, plus: -0.174%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.587%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.551%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.472%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.691%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.671%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.101%, plus: -0.294%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.079%, plus: -0.522%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.405%, plus: +1.754%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.178%, plus: +0.305%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.078%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.363%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.798%, plus: -3.798%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.026%, plus: +11.026%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.560%, plus: +2.673%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.463%, plus: +0.465%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.116%, plus: +0.116%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.996%, plus: +1.118%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.584%, plus: -0.583%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.021%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.042%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.065%, plus: +3.735%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.697%, plus: +0.699%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.558213e-03
+  - errors:
+    - {label: stat, symerror: +2.927%}
+    - asymerror: {minus: -6.389%, plus: +6.389%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.233%, plus: +2.233%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.268%, plus: +0.221%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.608%, plus: +0.610%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.523%, plus: +0.525%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.257%, plus: +0.279%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.523%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.444%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.484%, plus: -0.480%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.921%, plus: +0.853%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.993%, plus: +0.993%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.352%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.313%, plus: -2.540%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.954%, plus: +0.584%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.088%, plus: +1.088%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.758%, plus: +0.760%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.660%, plus: +1.673%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.174%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.068%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.206%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.033%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.281%, plus: -0.370%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.193%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.404%, plus: +0.324%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.760%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.716%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.253%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.979%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.064%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.643%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.357%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.043%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.121%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.458%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.392%, plus: +0.267%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.101%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.253%, plus: -0.613%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.379%, plus: -3.379%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.246%, plus: +6.246%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.528%, plus: +2.323%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.479%, plus: +0.481%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.132%, plus: +0.132%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.777%, plus: +0.762%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.717%, plus: -0.715%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.049%, plus: -0.010%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.123%, plus: -0.293%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.271%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.532%, plus: +2.908%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.751%, plus: +0.754%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.003130e-03
+  - errors:
+    - {label: stat, symerror: +3.743%}
+    - asymerror: {minus: -6.962%, plus: +6.962%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.220%, plus: +5.220%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.402%, plus: +0.230%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.665%, plus: +0.667%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.555%, plus: +0.557%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.155%, plus: +0.157%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.424%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.684%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.471%, plus: -0.466%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.890%, plus: +0.850%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.103%, plus: +1.103%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.464%, plus: +0.592%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.167%, plus: -2.130%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.053%, plus: -0.309%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.575%, plus: +0.475%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.180%, plus: +1.180%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.646%, plus: +0.647%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.414%, plus: +0.030%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.541%, plus: +1.552%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.153%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.230%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.183%, plus: -0.209%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.230%, plus: -0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.293%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.410%, plus: +0.271%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.473%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.640%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.671%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.181%, plus: -1.420%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.841%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.721%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.846%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.791%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.325%, plus: +0.485%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.387%, plus: -0.459%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.208%, plus: -2.208%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.176%, plus: +8.176%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.063%, plus: +2.307%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.519%, plus: +0.521%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.944%, plus: +0.780%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.972%, plus: -0.969%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.142%, plus: +0.143%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.260%, plus: -0.356%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.266%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.672%, plus: +3.635%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.069%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.786%, plus: +0.789%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.783138e-03
+  - errors:
+    - {label: stat, symerror: +3.989%}
+    - asymerror: {minus: -7.341%, plus: +7.341%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.929%, plus: +5.929%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.182%, plus: +0.250%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.724%, plus: +0.726%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.600%, plus: +0.602%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.142%, plus: +0.179%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.403%, plus: -0.400%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.900%, plus: +0.877%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.745%, plus: +0.745%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.198%, plus: +0.162%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.632%, plus: -2.492%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.043%, plus: -0.048%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.713%, plus: +0.643%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.897%, plus: +0.897%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.512%, plus: +0.513%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.006%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.235%, plus: +1.241%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.094%, plus: +0.094%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.029%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.033%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.024%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.289%, plus: -0.300%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.124%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.198%, plus: +0.336%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.244%, plus: +0.356%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.040%, plus: +0.051%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.182%, plus: +0.066%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.248%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.064%, plus: +0.033%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.005%, plus: -0.209%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.463%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.982%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.057%, plus: +0.649%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.132%, plus: +1.090%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.031%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.619%, plus: -0.639%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.509%, plus: -1.509%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.145%, plus: +9.145%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.565%, plus: +2.642%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.612%, plus: +0.615%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.022%, plus: +0.840%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.585%, plus: -1.576%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.270%, plus: -0.207%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.305%, plus: -0.264%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.443%, plus: +0.369%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.066%, plus: +5.189%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.055%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.748%, plus: +0.751%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.505636e-04
+- header: {name: 'DSIG/DT1_PT (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.033286e-03
+   - value: 6.903895e-03
+   - value: 8.464290e-03
+   - value: 9.217230e-03
+   - value: 9.012614e-03
+   - value: 8.037761e-03
+   - value: 6.519541e-03
+   - value: 4.835906e-03
+   - value: 3.268747e-03
+   - value: 2.036265e-03
+   - value: 2.598579e-04
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 200.0, low: 80.0}
+  - {high: 230.0, low: 200.0}
+  - {high: 255.0, low: 230.0}
+  - {high: 285.0, low: 255.0}
+  - {high: 315.0, low: 285.0}
+  - {high: 345.0, low: 315.0}
+  - {high: 380.0, low: 345.0}
+  - {high: 415.0, low: 380.0}
+  - {high: 450.0, low: 415.0}
+  - {high: 490.0, low: 450.0}
+  - {high: 800.0, low: 490.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table220.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table220.yaml
new file mode 100644
index 0000000000..e30fd57183
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table220.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.089000e-07}
+  - {value: 8.278000e-08}
+  - {value: 4.115000e-09}
+  - {value: 8.278000e-08}
+  - {value: 8.096000e-08}
+  - {value: 3.582000e-09}
+  - {value: 4.115000e-09}
+  - {value: 3.582000e-09}
+  - {value: 3.555000e-10}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 1000.00, low: 290.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 290.00, low: 150.00}
+  - {high: 1000.00, low: 290.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table221.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table221.yaml
new file mode 100644
index 0000000000..87d9e3c814
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table221.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.802%}
+    - asymerror: {minus: -2.585%, plus: +2.585%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.445%, plus: -0.445%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.024%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.074%, plus: +0.075%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.242%, plus: -0.274%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.137%, plus: -0.039%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.677%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.565%, plus: +0.572%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.386%, plus: -0.370%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.761%, plus: +0.761%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.662%, plus: +1.577%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.135%, plus: +0.087%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.158%, plus: +0.252%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.773%, plus: +0.773%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.199%, plus: -0.197%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.050%, plus: -0.206%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.113%, plus: +0.111%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.046%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.007%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.064%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.247%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.069%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.166%, plus: -0.333%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.108%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.391%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.478%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.550%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.723%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.778%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.558%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.288%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.111%, plus: +0.046%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.068%, plus: +1.438%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.031%, plus: -0.131%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.161%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.521%, plus: +1.521%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.889%, plus: -2.889%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.549%, plus: -1.712%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.724%, plus: -0.872%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.140%, plus: -0.121%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.392%, plus: -1.668%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.021%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.157%, plus: +0.156%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.130966e-03
+  - errors:
+    - {label: stat, symerror: +6.063%}
+    - asymerror: {minus: -6.509%, plus: +6.509%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.480%, plus: -1.480%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.253%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.087%, plus: +0.086%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.145%, plus: -0.427%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.786%, plus: +0.896%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.935%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.381%, plus: +0.387%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.557%, plus: -0.489%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.632%, plus: +2.632%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.134%, plus: +0.615%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.223%, plus: +0.912%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.276%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.331%, plus: -0.673%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.808%, plus: +1.808%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.146%, plus: -0.144%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.386%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.246%, plus: +0.241%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.019%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.201%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.348%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.196%, plus: -0.284%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.302%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.142%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.445%, plus: -0.179%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.005%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.026%, plus: -0.028%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.698%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.278%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.007%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.183%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.469%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +5.057%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +4.999%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.238%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.261%, plus: +0.793%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.282%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -4.633%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.168%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.025%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.404%, plus: +0.404%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.060%, plus: -10.060%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.547%, plus: -1.338%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.143%, plus: -0.142%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.074%, plus: +0.074%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.834%, plus: -0.970%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.186%, plus: -0.419%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.683%, plus: +0.365%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.612%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.103%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.176%, plus: +0.175%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.527416e-05
+- header: {name: '1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS = 6) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.464014e-03
+   - value: 3.816505e-05
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV'}
+  values:
+  - {high: 40.0, low: 0.0}
+  - {high: 500.0, low: 40.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table222.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table222.yaml
new file mode 100644
index 0000000000..45aa98c881
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table222.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.775%}
+    - asymerror: {minus: +1.057%, plus: -1.057%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.559%, plus: +0.559%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.015%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.083%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.235%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.109%, plus: -0.863%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.330%, plus: +0.335%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.060%, plus: -0.067%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.703%, plus: +0.703%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.024%, plus: -0.089%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.264%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.049%, plus: +1.049%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.069%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.048%, plus: +0.025%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.094%, plus: +0.091%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.009%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.021%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.059%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.040%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.497%, plus: +0.054%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.362%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.639%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.500%, plus: +0.224%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.285%, plus: +0.350%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.674%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.672%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.281%, plus: -0.384%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.066%, plus: -0.551%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.608%, plus: +2.117%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.018%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.715%, plus: -0.715%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.917%, plus: +0.917%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.082%, plus: -0.498%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.131%, plus: -0.318%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.128%, plus: +0.080%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.069%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.025%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.421%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.961231e-03
+  - errors:
+    - {label: stat, symerror: +2.887%}
+    - asymerror: {minus: -1.083%, plus: +1.083%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.894%, plus: -3.894%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.269%, plus: +0.620%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.296%, plus: +0.300%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.119%, plus: -0.070%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.143%, plus: +1.143%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.196%, plus: +0.330%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.177%, plus: +1.561%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.114%, plus: -0.232%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.066%, plus: +0.419%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.620%, plus: +1.620%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.164%, plus: -0.117%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.073%, plus: +0.071%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.145%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.130%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.270%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.362%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.434%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.604%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.521%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.431%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.289%, plus: +0.498%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.076%, plus: -0.109%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.460%, plus: +2.263%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.060%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.029%, plus: +0.248%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.004%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.248%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.233%, plus: -1.233%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.042%, plus: -2.042%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.429%, plus: -0.623%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.115%, plus: -0.115%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.442%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.081%, plus: -0.252%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.231%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.074%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.574%, plus: -0.253%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.003016e-03
+  - errors:
+    - {label: stat, symerror: +3.664%}
+    - asymerror: {minus: -3.015%, plus: +3.015%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.612%, plus: +1.612%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.021%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.168%, plus: -0.287%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.333%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.225%, plus: +0.208%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.292%, plus: +0.295%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.233%, plus: -0.247%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.537%, plus: +1.537%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.504%, plus: -0.124%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.224%, plus: +1.659%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.202%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.150%, plus: -0.296%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.251%, plus: +2.251%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.851%, plus: -0.743%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.078%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.153%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.004%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.221%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.010%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.248%, plus: -0.260%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.327%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.592%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.307%, plus: +0.813%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.123%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.819%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.223%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.278%, plus: -0.358%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.163%, plus: -0.345%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -5.108%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.061%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.033%, plus: -0.141%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.016%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.874%, plus: -0.874%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.533%, plus: -1.533%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.292%, plus: -1.734%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.213%, plus: -1.084%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.127%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.086%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.362%, plus: +0.261%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +2.086%, plus: -1.201%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.346130e-04
+  - errors:
+    - {label: stat, symerror: +6.998%}
+    - asymerror: {minus: -0.434%, plus: +0.434%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.595%, plus: +3.595%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.295%, plus: -0.256%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.133%, plus: +0.133%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.421%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.398%, plus: +0.250%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.548%, plus: +0.380%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.251%, plus: +0.254%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.398%, plus: -0.423%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.605%, plus: +2.605%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.188%, plus: +0.189%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.184%, plus: +2.908%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.517%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.706%, plus: +3.706%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.131%, plus: +0.130%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +1.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.129%, plus: +0.127%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.014%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.146%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.686%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.294%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.346%, plus: -0.056%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.072%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.435%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.224%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.760%, plus: -2.057%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.165%, plus: -2.136%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.030%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.666%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.369%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.684%, plus: -0.329%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.335%, plus: +9.664%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.054%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.427%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.162%, plus: +0.670%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.740%, plus: -3.740%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.077%, plus: +6.077%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.837%, plus: -1.419%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.021%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.534%, plus: -0.798%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.177%, plus: -0.748%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.232%, plus: +0.263%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.543%, plus: -1.168%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.029%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.883204e-04
+  - errors:
+    - {label: stat, symerror: +7.201%}
+    - asymerror: {minus: -4.760%, plus: +4.760%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.830%, plus: -4.830%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.066%, plus: +0.359%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.261%, plus: +0.260%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.034%, plus: +0.035%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.231%, plus: -0.389%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.027%, plus: +0.583%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.101%, plus: -0.409%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.483%, plus: +0.488%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.466%, plus: -0.441%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.675%, plus: +2.675%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.265%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.011%, plus: +1.319%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.354%, plus: +0.502%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.455%, plus: +0.412%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.660%, plus: +2.660%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.303%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.063%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.137%, plus: +0.138%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.341%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.095%, plus: +0.435%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.087%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.096%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.079%, plus: -0.078%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.515%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.101%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.048%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.288%, plus: +0.286%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.858%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.643%, plus: -0.417%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.254%, plus: +1.139%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.196%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.627%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.080%, plus: +1.152%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.697%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.079%, plus: +1.189%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.149%, plus: +0.819%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.654%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.614%, plus: -0.614%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.542%, plus: -8.542%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.018%, plus: -2.481%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.088%, plus: +0.088%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.317%, plus: +0.316%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.159%, plus: +0.159%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.370%, plus: -1.231%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.187%, plus: -0.188%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.288%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.440%, plus: -0.304%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.448%, plus: +0.781%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.977%, plus: -1.015%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.182%, plus: +0.181%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.965566e-05
+- header: {name: '1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS = 7) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.158089e-03
+   - value: 2.145372e-03
+   - value: 8.659621e-04
+   - value: 2.880856e-04
+   - value: 2.299454e-05
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV'}
+  values:
+  - {high: 50.0, low: 0.0}
+  - {high: 90.0, low: 50.0}
+  - {high: 140.0, low: 90.0}
+  - {high: 190.0, low: 140.0}
+  - {high: 500.0, low: 190.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table223.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table223.yaml
new file mode 100644
index 0000000000..6d10b0af11
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table223.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.861%}
+    - asymerror: {minus: +1.332%, plus: -1.332%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.137%, plus: +1.137%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.083%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.052%, plus: -0.053%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.195%, plus: +0.005%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.174%, plus: +0.158%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.720%, plus: +0.720%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.029%, plus: +0.044%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.566%, plus: -1.280%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.119%, plus: -0.072%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.069%, plus: +0.010%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.789%, plus: +1.789%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.017%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.033%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.060%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.071%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.120%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.035%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.199%, plus: +0.095%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.428%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.112%, plus: -0.264%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.168%, plus: +0.264%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.223%, plus: +0.102%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.721%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.416%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.450%, plus: +0.282%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.012%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.070%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.485%, plus: -1.485%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.168%, plus: -0.168%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.173%, plus: +0.846%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.576%, plus: +0.384%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.080%, plus: -0.024%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.141%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.207%, plus: +0.296%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.009%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.242770e-03
+  - errors:
+    - {label: stat, symerror: +3.018%}
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.264%, plus: +4.264%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.211%, plus: -0.187%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.279%, plus: -0.103%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.164%, plus: +0.395%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.109%, plus: +0.193%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.174%, plus: -0.177%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.044%, plus: +0.038%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.001%, plus: +1.001%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.051%, plus: -0.128%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.358%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.055%, plus: +0.103%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.422%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.750%, plus: +2.750%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.141%, plus: +0.139%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.215%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.003%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.106%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.101%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.052%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.211%, plus: +0.363%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.148%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.375%, plus: -0.284%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.260%, plus: -0.055%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.299%, plus: +0.324%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.545%, plus: -0.622%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.330%, plus: -0.086%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.619%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.629%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.429%, plus: -0.106%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.205%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.298%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.280%, plus: -0.209%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.182%, plus: +0.389%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.324%, plus: +0.324%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.748%, plus: -0.748%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.359%, plus: +0.236%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.070%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.178%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.042%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.707%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.038%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.287588e-03
+  - errors:
+    - {label: stat, symerror: +5.249%}
+    - asymerror: {minus: -0.523%, plus: +0.523%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.561%, plus: -6.561%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.030%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.074%, plus: +0.074%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.064%, plus: +0.214%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.694%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.127%, plus: +0.792%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.088%, plus: -0.098%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.678%, plus: +1.678%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.085%, plus: +0.263%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.604%, plus: +0.934%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.133%, plus: -0.460%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.675%, plus: +3.675%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.294%, plus: +0.291%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.304%, plus: +0.145%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.095%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.002%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.016%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.177%, plus: -0.165%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.218%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.023%, plus: -0.031%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.719%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.688%, plus: -0.345%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.697%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.719%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.426%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.670%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.428%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.923%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.433%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.911%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.127%, plus: -0.140%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.933%, plus: -3.933%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.144%, plus: -1.038%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.156%, plus: +0.155%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.129%, plus: -0.589%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.050%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.311%, plus: -0.593%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.082%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.594%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.130386e-04
+  - errors:
+    - {label: stat, symerror: +8.209%}
+    - asymerror: {minus: -3.191%, plus: +3.191%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.758%, plus: +5.758%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.233%, plus: +0.233%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.105%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.288%, plus: -0.555%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.658%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.123%, plus: +0.515%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.422%, plus: +0.427%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.266%, plus: -0.300%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.039%, plus: +2.039%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.264%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.043%, plus: +1.164%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.189%, plus: -0.278%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.896%, plus: +2.896%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.183%, plus: +0.181%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.073%, plus: -0.054%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.135%, plus: -0.134%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.187%, plus: +0.187%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.023%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.073%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.083%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.554%, plus: +0.304%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.344%, plus: -0.318%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.290%, plus: +0.172%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.270%, plus: -1.267%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.717%, plus: +0.583%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.623%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.047%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.714%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.616%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -8.877%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.626%, plus: +0.763%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.039%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.292%, plus: -0.539%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.104%, plus: +0.104%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.370%, plus: -5.370%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.305%, plus: -2.940%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.437%, plus: +0.439%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.154%, plus: +0.154%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.913%, plus: -1.445%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.241%, plus: -0.242%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.060%, plus: -0.077%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.156%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.585%, plus: +0.453%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.914%, plus: -1.841%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.113%, plus: +0.112%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.971960e-05
+- header: {name: '1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS = 8) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.068672e-03
+   - value: 1.348842e-03
+   - value: 4.309375e-04
+   - value: 3.084685e-05
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV'}
+  values:
+  - {high: 70.0, low: 0.0}
+  - {high: 140.0, low: 70.0}
+  - {high: 210.0, low: 140.0}
+  - {high: 500.0, low: 210.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table224.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table224.yaml
new file mode 100644
index 0000000000..51adb4887c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table224.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.965%}
+    - asymerror: {minus: +2.378%, plus: -2.378%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.228%, plus: -2.228%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.039%, plus: +0.040%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.326%, plus: +0.295%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.015%, plus: -0.129%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.395%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.682%, plus: -0.692%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.352%, plus: +0.340%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.646%, plus: +0.646%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.219%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.255%, plus: -1.542%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.077%, plus: +0.084%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.764%, plus: +2.764%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.076%, plus: -0.077%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.189%, plus: +0.172%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.167%, plus: -0.163%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.003%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.107%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.063%, plus: -0.158%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.046%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.322%, plus: +0.307%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.666%, plus: -0.051%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.149%, plus: +0.496%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.614%, plus: -0.094%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.143%, plus: -0.030%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.933%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.588%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.798%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.571%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.192%, plus: +0.363%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.206%, plus: +0.610%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.626%, plus: -1.795%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.002%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.397%, plus: +3.397%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.379%, plus: +4.379%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.680%, plus: +1.624%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.056%, plus: +0.057%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.015%, plus: +0.860%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.193%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.101%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.329%, plus: -0.239%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.220%, plus: +1.009%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.130%, plus: -0.129%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.852760e-03
+  - errors:
+    - {label: stat, symerror: +3.754%}
+    - asymerror: {minus: +1.360%, plus: -1.360%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.008%, plus: +1.008%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.105%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.328%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.970%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.664%, plus: -0.673%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.253%, plus: +0.247%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.941%, plus: +0.941%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.382%, plus: -0.841%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.072%, plus: -0.061%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.211%, plus: -0.015%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.014%, plus: +4.014%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.280%, plus: +0.277%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.605%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.145%, plus: -0.142%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.008%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.100%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.416%, plus: -0.241%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.057%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.030%, plus: -0.031%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.299%, plus: +0.470%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.408%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.030%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.008%, plus: +0.805%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.172%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.674%, plus: -0.712%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.179%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.128%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.714%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.517%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.674%, plus: -4.685%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.040%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.153%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.274%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.294%, plus: -2.294%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.953%, plus: +0.953%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.962%, plus: +1.925%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.119%, plus: +0.116%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.436%, plus: +0.914%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.360%, plus: +0.399%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.112%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.072%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.944%, plus: +1.724%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.164%, plus: -0.164%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.544216e-04
+  - errors:
+    - {label: stat, symerror: +7.488%}
+    - asymerror: {minus: -4.626%, plus: +4.626%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.928%, plus: +5.928%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.175%, plus: +0.259%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.289%, plus: +0.288%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.122%, plus: +0.122%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.387%, plus: +0.049%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.266%, plus: -0.290%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.065%, plus: +0.338%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.069%, plus: +0.070%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.065%, plus: +0.082%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.364%, plus: +1.364%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.088%, plus: -1.024%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.174%, plus: -0.001%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.304%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.772%, plus: +3.772%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.307%, plus: +0.304%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.446%, plus: -0.278%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.167%, plus: -0.165%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.219%, plus: +0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.165%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.082%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.169%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.097%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.153%, plus: -0.297%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.149%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.106%, plus: +0.113%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.105%, plus: -0.159%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.478%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.092%, plus: -0.911%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.509%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.598%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.175%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.449%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.275%, plus: -0.848%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.006%, plus: +0.226%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.018%, plus: -0.062%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.126%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.060%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.771%, plus: +2.771%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.159%, plus: +1.159%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.864%, plus: +0.230%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.068%, plus: +0.068%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.383%, plus: +0.385%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.117%, plus: +0.117%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.123%, plus: +0.109%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.232%, plus: -0.234%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.216%, plus: -0.323%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.114%, plus: -0.267%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.183%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.790%, plus: +0.364%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.076%, plus: +0.075%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.879503e-05
+- header: {name: '1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS > 8) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.590461e-03
+   - value: 8.148403e-04
+   - value: 5.488746e-05
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV'}
+  values:
+  - {high: 100.0, low: 0.0}
+  - {high: 200.0, low: 100.0}
+  - {high: 500.0, low: 200.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table225.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table225.yaml
new file mode 100644
index 0000000000..2a6bc58c76
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table225.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.846000e-08}
+  - {value: 4.176000e-10}
+  - {value: 4.176000e-10}
+  - {value: 1.833000e-11}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 40.00, low: 0.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 500.00, low: 40.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table226.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table226.yaml
new file mode 100644
index 0000000000..c6fcf2e47e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table226.yaml
@@ -0,0 +1,40 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -4.150000e-09}
+  - {value: -1.570000e-10}
+  - {value: 1.182000e-08}
+  - {value: 1.640000e-10}
+  - {value: 5.217000e-09}
+  - {value: 1.808000e-10}
+  - {value: -2.206000e-09}
+  - {value: -1.507000e-11}
+  - {value: 4.521000e-10}
+  - {value: 7.412000e-12}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 50.00, low: 0.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 500.00, low: 190.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table227.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table227.yaml
new file mode 100644
index 0000000000..46c40e3d89
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table227.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.958000e-09}
+  - {value: -2.005000e-09}
+  - {value: -2.690000e-09}
+  - {value: 3.225000e-10}
+  - {value: -6.804000e-11}
+  - {value: -2.005000e-09}
+  - {value: 1.184000e-08}
+  - {value: 1.741000e-09}
+  - {value: -7.777000e-10}
+  - {value: 1.907000e-10}
+  - {value: -2.690000e-09}
+  - {value: 1.741000e-09}
+  - {value: 6.158000e-09}
+  - {value: 4.457000e-10}
+  - {value: 9.499000e-11}
+  - {value: 3.225000e-10}
+  - {value: -7.777000e-10}
+  - {value: 4.457000e-10}
+  - {value: 1.352000e-09}
+  - {value: -3.469000e-11}
+  - {value: -6.804000e-11}
+  - {value: 1.907000e-10}
+  - {value: 9.499000e-11}
+  - {value: -3.469000e-11}
+  - {value: 1.356000e-11}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 50.00, low: 0.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 90.00, low: 50.00}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table228.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table228.yaml
new file mode 100644
index 0000000000..66f4a24a64
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table228.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table229.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table229.yaml
new file mode 100644
index 0000000000..85e572e23a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table229.yaml
@@ -0,0 +1,70 @@
+dependent_variables:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table23.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table23.yaml
new file mode 100644
index 0000000000..66482307e3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table23.yaml
@@ -0,0 +1,373 @@
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+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
+  - {high: 200.00, low: 80.00}
+  - {high: 230.00, low: 200.00}
+  - {high: 255.00, low: 230.00}
+  - {high: 285.00, low: 255.00}
+  - {high: 315.00, low: 285.00}
+  - {high: 345.00, low: 315.00}
+  - {high: 380.00, low: 345.00}
+  - {high: 415.00, low: 380.00}
+  - {high: 450.00, low: 415.00}
+  - {high: 490.00, low: 450.00}
+  - {high: 800.00, low: 490.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table230.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table230.yaml
new file mode 100644
index 0000000000..3032743d44
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table230.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.672000e-09}
+  - {value: -2.977000e-10}
+  - {value: 1.681000e-10}
+  - {value: -5.592000e-11}
+  - {value: -2.977000e-10}
+  - {value: 5.853000e-09}
+  - {value: 8.622000e-11}
+  - {value: 8.477000e-11}
+  - {value: 1.681000e-10}
+  - {value: 8.622000e-11}
+  - {value: 1.165000e-09}
+  - {value: 1.778000e-11}
+  - {value: -5.592000e-11}
+  - {value: 8.477000e-11}
+  - {value: 1.778000e-11}
+  - {value: 1.650000e-11}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 70.00, low: 0.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 500.00, low: 210.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table231.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table231.yaml
new file mode 100644
index 0000000000..1c1221fed0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table231.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.416000e-08}
+  - {value: -2.379000e-10}
+  - {value: -5.437000e-09}
+  - {value: -2.726000e-11}
+  - {value: 9.237000e-11}
+  - {value: 2.559000e-12}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table232.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table232.yaml
new file mode 100644
index 0000000000..a0b010583d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table232.yaml
@@ -0,0 +1,55 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.534000e-10}
+  - {value: -8.832000e-09}
+  - {value: -4.681000e-09}
+  - {value: 1.019000e-10}
+  - {value: -2.988000e-10}
+  - {value: -2.671000e-10}
+  - {value: -1.275000e-09}
+  - {value: -2.235000e-10}
+  - {value: 2.889000e-10}
+  - {value: -5.302000e-11}
+  - {value: -8.735000e-11}
+  - {value: -6.291000e-11}
+  - {value: 3.966000e-11}
+  - {value: 1.156000e-11}
+  - {value: 2.463000e-12}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table233.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table233.yaml
new file mode 100644
index 0000000000..c1291a7ec9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table233.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.788000e-09}
+  - {value: -3.702000e-09}
+  - {value: -1.950000e-09}
+  - {value: -3.129000e-10}
+  - {value: 7.789000e-10}
+  - {value: -2.580000e-10}
+  - {value: 1.949000e-10}
+  - {value: -1.937000e-11}
+  - {value: -4.907000e-11}
+  - {value: 1.278000e-10}
+  - {value: 2.599000e-12}
+  - {value: 5.311000e-12}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table234.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table234.yaml
new file mode 100644
index 0000000000..765dbdaa9e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table234.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.030000e-08}
+  - {value: -5.078000e-10}
+  - {value: -1.309000e-10}
+  - {value: -5.078000e-10}
+  - {value: 3.314000e-09}
+  - {value: -5.877000e-11}
+  - {value: -1.309000e-10}
+  - {value: -5.877000e-11}
+  - {value: 3.476000e-11}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table235.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table235.yaml
new file mode 100644
index 0000000000..26287faead
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table235.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABSPOUT/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.872%}
+    - asymerror: {minus: -5.935%, plus: +5.935%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.573%, plus: +1.573%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.114%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.382%, plus: +0.383%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.423%, plus: +0.424%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.184%, plus: -0.184%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.036%, plus: -0.045%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.766%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.210%, plus: -0.206%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.787%, plus: +0.770%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.826%, plus: +0.826%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.172%, plus: +0.055%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.957%, plus: -1.174%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.917%, plus: +1.017%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.383%, plus: +0.383%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.668%, plus: +0.671%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.892%, plus: +1.910%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.267%, plus: -0.267%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.026%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.076%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.036%, plus: -0.221%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.211%, plus: +0.061%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.645%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.676%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.423%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.412%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.329%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.320%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.761%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.583%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.442%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.033%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.910%, plus: -0.910%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.556%, plus: +4.556%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.631%, plus: +1.449%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.289%, plus: +0.290%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.126%, plus: +0.126%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.563%, plus: +0.383%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.459%, plus: -0.457%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.228%, plus: -0.191%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.022%, plus: -0.126%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.027%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.170%, plus: +1.755%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.626%, plus: +0.628%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.662098e-03
+  - errors:
+    - {label: stat, symerror: +6.064%}
+    - asymerror: {minus: -9.987%, plus: +9.987%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.517%, plus: +0.517%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.390%, plus: +0.220%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.394%, plus: +0.395%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.422%, plus: +0.422%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.180%, plus: -0.180%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.041%, plus: +0.828%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.817%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.395%, plus: -0.390%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.618%, plus: +0.650%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.640%, plus: +2.640%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.284%, plus: +0.732%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.407%, plus: -1.821%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.000%, plus: -0.365%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.432%, plus: +0.085%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.493%, plus: +1.493%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.721%, plus: +0.724%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.286%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.022%, plus: +2.042%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.292%, plus: -0.292%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.082%, plus: -0.082%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.248%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.125%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.416%, plus: +0.244%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.184%, plus: -0.290%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.171%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.216%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.000%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.028%, plus: -0.033%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.302%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.989%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.798%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.307%, plus: -0.101%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.050%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +2.338%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.244%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.259%, plus: +0.314%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.296%, plus: -0.391%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -5.692%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.165%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.185%, plus: -0.253%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.000%, plus: -2.000%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.165%, plus: -3.165%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.633%, plus: +1.836%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.218%, plus: +0.219%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.152%, plus: +0.152%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.454%, plus: +0.283%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.493%, plus: -0.492%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.248%, plus: -0.488%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.548%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.104%, plus: +3.484%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.135%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.645%, plus: +0.647%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.505668e-05
+- header: {name: 'D2SIG/DABSPOUT/DN_JETS (N_JETS = 6) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.360316e-03
+   - value: 8.109287e-05
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV'}
+  values:
+  - {high: 40.0, low: 0.0}
+  - {high: 500.0, low: 40.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table236.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table236.yaml
new file mode 100644
index 0000000000..ef6450b819
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table236.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABSPOUT/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.839%}
+    - asymerror: {minus: -2.174%, plus: +2.174%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.598%, plus: +2.598%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.152%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.294%, plus: +0.295%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.436%, plus: +0.437%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.152%, plus: -0.152%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.202%, plus: +0.147%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.166%, plus: -1.950%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.447%, plus: -0.441%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.109%, plus: +1.077%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.752%, plus: +0.752%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.127%, plus: +0.027%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.392%, plus: -2.879%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.092%, plus: -0.137%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.895%, plus: +0.565%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.892%, plus: +0.892%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.798%, plus: +0.801%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.148%, plus: +0.173%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.873%, plus: +1.890%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.252%, plus: -0.252%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.069%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.081%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.047%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.071%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.244%, plus: -0.258%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.118%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.410%, plus: +0.297%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.033%, plus: +0.021%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.695%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.583%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.363%, plus: +0.066%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.696%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.148%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.790%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.283%, plus: -0.857%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.079%, plus: -1.176%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.099%, plus: +0.983%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.020%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.088%, plus: -0.167%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.091%, plus: -3.091%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.654%, plus: +8.654%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.052%, plus: +2.702%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.310%, plus: +0.310%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.149%, plus: +0.943%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.462%, plus: -0.461%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.011%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.162%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.587%, plus: +3.046%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.546%, plus: +0.548%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.300934e-03
+  - errors:
+    - {label: stat, symerror: +2.959%}
+    - asymerror: {minus: -4.383%, plus: +4.383%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.946%, plus: -1.946%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.044%, plus: +0.224%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.301%, plus: +0.301%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.110%, plus: +0.307%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.616%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.483%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.481%, plus: -0.476%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.051%, plus: +1.074%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.182%, plus: +1.182%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.346%, plus: +0.447%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.481%, plus: -1.189%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.232%, plus: -0.320%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.826%, plus: +1.185%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.540%, plus: +1.540%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.877%, plus: +0.881%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.852%, plus: +1.869%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.231%, plus: -0.230%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.235%, plus: -0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.043%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.118%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.396%, plus: -0.157%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.054%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.107%, plus: +0.506%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.418%, plus: +0.329%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.146%, plus: -0.274%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.722%, plus: +0.430%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.892%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.506%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.057%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.288%, plus: +0.020%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.089%, plus: -0.737%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.956%, plus: +1.128%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.060%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.026%, plus: +0.250%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.409%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.598%, plus: -3.598%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.468%, plus: +5.468%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.747%, plus: +2.573%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.246%, plus: +0.246%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.842%, plus: +1.420%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.468%, plus: -0.467%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.170%, plus: -0.321%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.293%, plus: -0.196%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.995%, plus: +3.219%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.511%, plus: +0.513%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.262035e-03
+  - errors:
+    - {label: stat, symerror: +3.706%}
+    - asymerror: {minus: -6.379%, plus: +6.379%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.672%, plus: +3.672%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.185%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.328%, plus: +0.329%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.421%, plus: +0.422%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.212%, plus: +0.266%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.890%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.485%, plus: -0.481%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.938%, plus: +0.895%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.558%, plus: +1.558%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.353%, plus: -0.008%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.406%, plus: -1.094%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.612%, plus: +0.465%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.165%, plus: +2.165%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.900%, plus: +0.904%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.750%, plus: -0.596%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.857%, plus: +1.874%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.239%, plus: -0.239%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.041%, plus: -0.227%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.221%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.063%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.130%, plus: +0.135%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.864%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.539%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.364%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.503%, plus: +0.138%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.718%, plus: +0.197%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.280%, plus: -0.831%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.176%, plus: -0.971%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -6.162%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.061%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.176%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.247%, plus: -3.247%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.016%, plus: +6.016%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.912%, plus: +1.426%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.318%, plus: +0.319%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.125%, plus: +0.125%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.080%, plus: +0.168%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.475%, plus: -0.473%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.148%, plus: -0.231%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.226%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.501%, plus: +2.239%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.478%, plus: +0.480%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.988678e-03
+  - errors:
+    - {label: stat, symerror: +7.022%}
+    - asymerror: {minus: -3.713%, plus: +3.713%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.695%, plus: +5.695%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.156%, plus: -0.126%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.440%, plus: +0.442%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.509%, plus: +0.511%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.139%, plus: -0.139%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.652%, plus: +0.183%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.721%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.526%, plus: -0.522%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.775%, plus: +0.717%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.614%, plus: +2.614%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.338%, plus: +0.306%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +1.447%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.428%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.787%, plus: +0.480%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.589%, plus: +3.589%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.995%, plus: +1.000%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.114%, plus: +1.149%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.907%, plus: +1.926%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.211%, plus: -0.211%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.059%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.076%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.214%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.458%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.220%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.032%, plus: +0.339%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.074%, plus: -0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.595%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.768%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.728%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.879%, plus: -2.212%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.734%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.591%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.786%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.367%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.698%, plus: -0.956%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.836%, plus: +8.446%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.054%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.429%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.039%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.003%, plus: +0.522%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.044%, plus: -6.044%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -14.209%, plus: +14.209%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.352%, plus: +1.752%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.328%, plus: +0.328%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.458%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.517%, plus: -0.516%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.265%, plus: -0.817%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.225%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.096%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.025%, plus: +2.272%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.511%, plus: +0.512%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.134907e-04
+  - errors:
+    - {label: stat, symerror: +7.219%}
+    - asymerror: {minus: -8.181%, plus: +8.181%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.901%, plus: -2.901%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.204%, plus: +0.490%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.568%, plus: +0.569%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.490%, plus: +0.493%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.026%, plus: -0.160%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.284%, plus: +0.516%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.158%, plus: -1.501%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.292%, plus: -0.290%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.708%, plus: +0.699%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.678%, plus: +2.678%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.415%, plus: +0.089%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.599%, plus: -1.424%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.237%, plus: +0.413%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.212%, plus: +1.178%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.451%, plus: +2.451%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.895%, plus: +0.898%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.719%, plus: +1.734%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.171%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.163%, plus: +0.490%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.075%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.188%, plus: -0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.537%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.097%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.046%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.825%, plus: +0.254%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.189%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.589%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.118%, plus: +0.980%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.038%, plus: +0.579%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.078%, plus: +0.672%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.322%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.573%, plus: +0.066%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.147%, plus: +0.821%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.815%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.993%, plus: -2.993%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.531%, plus: -1.531%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.176%, plus: +0.656%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.676%, plus: +0.679%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.180%, plus: +0.180%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.116%, plus: +0.116%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.913%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.618%, plus: -0.617%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.352%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.502%, plus: -0.373%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.312%, plus: +0.672%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.571%, plus: +2.431%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.199%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.651%, plus: +0.653%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.310159e-05
+- header: {name: 'D2SIG/DABSPOUT/DN_JETS (N_JETS = 7) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.710289e-03
+   - value: 4.558474e-03
+   - value: 1.839991e-03
+   - value: 6.121226e-04
+   - value: 4.885866e-05
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV'}
+  values:
+  - {high: 50.0, low: 0.0}
+  - {high: 90.0, low: 50.0}
+  - {high: 140.0, low: 90.0}
+  - {high: 190.0, low: 140.0}
+  - {high: 500.0, low: 190.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table237.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table237.yaml
new file mode 100644
index 0000000000..543cc60d09
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table237.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABSPOUT/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.977%}
+    - asymerror: {minus: -1.889%, plus: +1.889%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.187%, plus: +3.187%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.220%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.255%, plus: +0.255%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.464%, plus: +0.465%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.116%, plus: -0.116%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.400%, plus: +0.235%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.329%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.046%, plus: -1.152%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.835%, plus: -0.828%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.341%, plus: +1.304%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.766%, plus: +0.766%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.179%, plus: +0.160%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.244%, plus: -3.953%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.237%, plus: -0.161%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.829%, plus: +0.773%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.870%, plus: +1.870%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.844%, plus: +0.848%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.201%, plus: +0.136%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.764%, plus: +1.780%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.232%, plus: -0.232%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.081%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.150%, plus: -0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.139%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.039%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.404%, plus: -0.465%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.109%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.575%, plus: +0.491%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.963%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.597%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.116%, plus: +0.090%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.088%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.327%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.993%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.769%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.483%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.698%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.059%, plus: -0.831%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.010%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.029%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.231%, plus: -0.265%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.843%, plus: -3.843%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.485%, plus: +7.485%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.267%, plus: +4.090%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.366%, plus: +0.367%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.847%, plus: +1.654%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.419%, plus: -0.418%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.168%, plus: -0.094%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.202%, plus: -0.141%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.144%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.678%, plus: +3.787%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.040%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.452%, plus: +0.453%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.772187e-03
+  - errors:
+    - {label: stat, symerror: +3.128%}
+    - asymerror: {minus: -3.178%, plus: +3.178%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.378%, plus: +6.378%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.073%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.240%, plus: +0.240%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.435%, plus: +0.436%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.107%, plus: -0.107%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.421%, plus: +0.328%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.906%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.955%, plus: -0.949%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.212%, plus: +1.182%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.033%, plus: +1.033%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.031%, plus: -2.569%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.342%, plus: +0.828%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.855%, plus: +2.855%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.005%, plus: +1.009%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.778%, plus: +1.794%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.220%, plus: -0.220%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.059%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.100%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.033%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.064%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.074%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.003%, plus: +0.110%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.017%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.279%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.584%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.794%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.540%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.200%, plus: +0.005%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.430%, plus: -0.580%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.630%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.162%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.282%, plus: -0.206%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.022%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.077%, plus: -2.077%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.861%, plus: +6.861%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.479%, plus: +3.460%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.320%, plus: +0.320%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.074%, plus: +1.311%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.418%, plus: -0.417%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.118%, plus: -0.139%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.117%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.179%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.433%, plus: +4.213%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.007%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.392%, plus: +0.393%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.739742e-03
+  - errors:
+    - {label: stat, symerror: +5.299%}
+    - asymerror: {minus: -3.805%, plus: +3.805%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.666%, plus: -4.666%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.168%, plus: +0.272%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.382%, plus: +0.383%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.500%, plus: +0.502%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.134%, plus: -0.134%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.269%, plus: +0.444%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.761%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.313%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.783%, plus: -0.777%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.081%, plus: +1.046%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.691%, plus: +1.691%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.235%, plus: +0.379%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.043%, plus: -1.799%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.203%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.629%, plus: +0.299%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.647%, plus: +3.647%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.157%, plus: +1.163%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.404%, plus: +0.294%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.753%, plus: +1.769%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.142%, plus: -0.142%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.142%, plus: +0.225%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.069%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.004%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.461%, plus: -0.447%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.073%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.388%, plus: +0.177%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.026%, plus: -0.036%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.965%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.003%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.518%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.464%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.325%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.003%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.147%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.906%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.393%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.059%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.139%, plus: -3.989%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.336%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.287%, plus: -0.287%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.232%, plus: -6.232%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.549%, plus: +7.549%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.023%, plus: +2.145%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.516%, plus: +0.517%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.068%, plus: +0.068%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.151%, plus: +0.669%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.481%, plus: -0.480%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.399%, plus: -0.662%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.143%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.036%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.941%, plus: +3.316%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.098%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.439%, plus: +0.440%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.788673e-04
+  - errors:
+    - {label: stat, symerror: +8.223%}
+    - asymerror: {minus: -6.559%, plus: +6.559%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.902%, plus: +7.902%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.241%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.540%, plus: +0.542%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.561%, plus: +0.562%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.116%, plus: -0.116%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.082%, plus: -0.327%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.913%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.588%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.354%, plus: -0.350%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.905%, plus: +0.841%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.033%, plus: +2.033%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.381%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.565%, plus: -1.575%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.306%, plus: -0.367%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.882%, plus: +0.506%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.745%, plus: +2.745%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.047%, plus: +1.051%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.027%, plus: +0.094%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.648%, plus: +1.661%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.141%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.071%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.271%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.182%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.034%, plus: +0.076%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.827%, plus: +0.139%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.596%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.660%, plus: +0.409%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.696%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.223%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.634%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.189%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.088%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.098%, plus: -0.585%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.245%, plus: -9.889%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.624%, plus: +0.765%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.005%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.453%, plus: -0.686%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.292%, plus: -2.292%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.885%, plus: +1.885%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.867%, plus: +0.182%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.796%, plus: +0.802%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.175%, plus: +0.175%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.152%, plus: +0.152%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.377%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.672%, plus: -0.670%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.148%, plus: -0.147%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.217%, plus: -0.223%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.449%, plus: +0.345%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.632%, plus: +1.576%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.582%, plus: +0.584%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.323764e-05
+- header: {name: 'D2SIG/DABSPOUT/DN_JETS (N_JETS = 8) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.395501e-03
+   - value: 2.866012e-03
+   - value: 9.156536e-04
+   - value: 6.554322e-05
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV'}
+  values:
+  - {high: 70.0, low: 0.0}
+  - {high: 140.0, low: 70.0}
+  - {high: 210.0, low: 140.0}
+  - {high: 500.0, low: 210.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table238.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table238.yaml
new file mode 100644
index 0000000000..19f87f58a0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table238.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABSPOUT/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.181%}
+    - asymerror: {minus: -0.809%, plus: +0.809%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.246%, plus: -0.246%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.145%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.237%, plus: +0.237%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.494%, plus: +0.497%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.531%, plus: +0.525%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.330%, plus: -0.706%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.467%, plus: -1.460%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.517%, plus: +1.488%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.687%, plus: +0.687%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.951%, plus: -4.208%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.040%, plus: -0.005%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.853%, plus: +0.704%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.112%, plus: +3.112%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.790%, plus: +0.791%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.289%, plus: +0.320%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.617%, plus: +1.632%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.216%, plus: -0.215%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.050%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.107%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.011%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.347%, plus: -0.440%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.120%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.697%, plus: +0.704%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.124%, plus: -0.084%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.434%, plus: +0.160%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.724%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.411%, plus: +0.317%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.041%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.715%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.190%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.146%, plus: -2.885%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.036%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.074%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.922%, plus: +0.922%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.381%, plus: +12.381%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.759%, plus: +4.892%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.416%, plus: +0.419%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.280%, plus: +2.136%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.337%, plus: -0.337%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.040%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.466%, plus: -0.347%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.691%, plus: +4.526%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.031%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.341%, plus: +0.342%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.942320e-03
+  - errors:
+    - {label: stat, symerror: +3.875%}
+    - asymerror: {minus: -1.861%, plus: +1.861%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.055%, plus: +3.055%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.243%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.337%, plus: +0.338%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.435%, plus: +0.436%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.208%, plus: +0.559%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.710%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.295%, plus: -0.803%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.448%, plus: -1.441%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.418%, plus: +1.394%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.956%, plus: +0.956%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.118%, plus: +0.281%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.082%, plus: -3.526%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.190%, plus: -0.150%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.552%, plus: +0.748%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.167%, plus: +4.167%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.143%, plus: +1.148%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.049%, plus: +0.754%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.638%, plus: +1.653%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.161%, plus: -0.161%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.040%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.701%, plus: -0.523%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.131%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.674%, plus: +0.867%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.741%, plus: -0.193%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.958%, plus: +0.630%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.417%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.259%, plus: -1.318%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.414%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.236%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.530%, plus: -0.148%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.194%, plus: -5.744%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.040%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.151%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.434%, plus: -0.249%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.633%, plus: -4.633%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.692%, plus: +8.692%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.063%, plus: +5.203%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.479%, plus: +0.478%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.709%, plus: +2.191%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.337%, plus: -0.337%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.271%, plus: +0.329%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.209%, plus: -0.263%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.425%, plus: +5.266%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.031%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.306%, plus: +0.307%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.605265e-03
+  - errors:
+    - {label: stat, symerror: +7.512%}
+    - asymerror: {minus: -8.042%, plus: +8.042%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.075%, plus: +8.075%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.312%, plus: +0.389%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.596%, plus: +0.597%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.578%, plus: +0.579%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.591%, plus: +0.279%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.007%, plus: -0.357%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.762%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.710%, plus: -0.705%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.233%, plus: +1.227%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.349%, plus: +1.349%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.011%, plus: +0.306%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.754%, plus: -3.704%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.292%, plus: -0.090%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.459%, plus: +1.051%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.687%, plus: +3.687%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.170%, plus: +1.176%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.345%, plus: -0.130%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.617%, plus: +1.629%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.213%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.008%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.237%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.086%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.437%, plus: -0.579%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.223%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.113%, plus: -0.114%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.483%, plus: +0.509%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.434%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.763%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.083%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.061%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.205%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.759%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.277%, plus: -1.319%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.822%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.506%, plus: -0.887%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.017%, plus: -0.064%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.124%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.220%, plus: -0.231%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.311%, plus: +0.311%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.914%, plus: +8.914%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.969%, plus: +3.453%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.742%, plus: +0.748%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.137%, plus: +0.137%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.399%, plus: +1.376%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.664%, plus: -0.662%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.305%, plus: -0.393%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.176%, plus: -0.336%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.046%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.276%, plus: +3.858%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.545%, plus: +0.547%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.038265e-04
+- header: {name: 'D2SIG/DABSPOUT/DN_JETS (N_JETS > 8) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.379402e-03
+   - value: 1.731368e-03
+   - value: 1.166246e-04
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV'}
+  values:
+  - {high: 100.0, low: 0.0}
+  - {high: 200.0, low: 100.0}
+  - {high: 500.0, low: 200.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table239.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table239.yaml
new file mode 100644
index 0000000000..51a4df00ea
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table239.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.501000e-07}
+  - {value: 4.737000e-09}
+  - {value: 4.737000e-09}
+  - {value: 1.233000e-10}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 40.00, low: 0.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 500.00, low: 40.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table24.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table24.yaml
new file mode 100644
index 0000000000..6d17179784
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table24.yaml
@@ -0,0 +1,1263 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DT2_PT (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.424%}
+    - asymerror: {minus: +2.402%, plus: -2.402%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.135%, plus: +0.135%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.192%, plus: -0.191%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.098%, plus: +0.098%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.710%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.568%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.062%, plus: -1.078%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.135%, plus: +0.122%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.805%, plus: +0.805%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.254%, plus: -0.058%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.873%, plus: -1.161%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.548%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.373%, plus: +4.373%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.297%, plus: -0.297%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.558%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.060%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.174%, plus: -0.174%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.092%, plus: +0.092%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.312%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.571%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.122%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.790%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.197%, plus: -0.022%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.857%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.989%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +1.274%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.723%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.566%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.612%, plus: -1.194%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.055%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -8.144%, plus: +8.144%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.300%, plus: +0.300%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.182%, plus: +1.297%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.051%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.063%, plus: -0.066%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.286%, plus: +0.971%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.155%, plus: +0.156%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.265%, plus: +0.211%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.178%, plus: +0.723%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.322%, plus: -0.321%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.789819e-03
+  - errors:
+    - {label: stat, symerror: +2.158%}
+    - asymerror: {minus: +1.381%, plus: -1.381%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.753%, plus: -1.753%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.132%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.027%, plus: +0.075%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.208%, plus: -0.229%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.923%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.465%, plus: -0.472%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.207%, plus: +0.202%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.760%, plus: +0.760%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.160%, plus: +0.144%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.539%, plus: -0.875%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.110%, plus: -0.122%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.083%, plus: +0.236%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.436%, plus: +2.436%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.167%, plus: +0.166%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.237%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.045%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.032%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.079%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.091%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.042%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.717%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.214%, plus: -0.121%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.230%, plus: +0.189%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.415%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.287%, plus: -0.645%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.513%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.448%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.565%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.849%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.432%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.317%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.021%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.822%, plus: -3.822%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.527%, plus: +0.527%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.913%, plus: +0.986%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.458%, plus: +0.418%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.134%, plus: +0.134%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.395%, plus: -0.280%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.075%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.461%, plus: +0.625%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.244%, plus: -0.243%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.213114e-03
+  - errors:
+    - {label: stat, symerror: +2.075%}
+    - asymerror: {minus: +1.067%, plus: -1.067%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.779%, plus: -0.779%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.031%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.094%, plus: -0.094%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.037%, plus: -0.038%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.132%, plus: +0.082%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.102%, plus: +0.228%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.023%, plus: +0.024%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.153%, plus: +0.138%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.771%, plus: +0.771%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.050%, plus: -0.010%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.371%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.829%, plus: +1.829%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.200%, plus: +0.199%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.516%, plus: +0.121%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.073%, plus: +0.072%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.060%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.035%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.073%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.087%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.013%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.293%, plus: +0.082%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.066%, plus: -0.310%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.639%, plus: +0.142%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.278%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.109%, plus: -0.015%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.561%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.509%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.145%, plus: +0.169%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.082%, plus: -0.240%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.096%, plus: +1.180%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.260%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.065%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.411%, plus: -4.411%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.279%, plus: +0.279%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.060%, plus: -0.059%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.115%, plus: +0.115%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.051%, plus: +0.090%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.160%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.160%, plus: -0.174%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.025%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.510247e-03
+  - errors:
+    - {label: stat, symerror: +2.104%}
+    - asymerror: {minus: -0.633%, plus: +0.633%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.051%, plus: -0.052%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.273%, plus: +0.278%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.057%, plus: +0.077%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.772%, plus: +0.772%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.151%, plus: +0.095%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.487%, plus: +1.487%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.125%, plus: +0.125%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.108%, plus: +0.105%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.017%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.012%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.005%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.116%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.002%, plus: +0.017%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.459%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.189%, plus: +0.539%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.175%, plus: +0.409%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.412%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.021%, plus: -0.164%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.303%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.064%, plus: -0.210%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.036%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.171%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.604%, plus: -2.604%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.688%, plus: -0.688%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.019%, plus: -0.189%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.070%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.103%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.591%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.085%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.041%, plus: +0.040%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.985438e-03
+  - errors:
+    - {label: stat, symerror: +2.092%}
+    - asymerror: {minus: +1.007%, plus: -1.007%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.711%, plus: +1.711%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.031%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.061%, plus: -0.263%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.054%, plus: -0.383%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.421%, plus: +0.428%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.078%, plus: -0.071%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.777%, plus: +0.777%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.316%, plus: -0.101%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.844%, plus: +0.921%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.081%, plus: +0.060%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.127%, plus: -0.098%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.248%, plus: +1.248%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.061%, plus: +0.060%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.006%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.083%, plus: +0.081%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.011%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.110%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.234%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.108%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.044%, plus: -0.231%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.154%, plus: +0.047%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.348%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.367%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.162%, plus: -0.368%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.333%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.314%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.195%, plus: -0.468%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.036%, plus: -0.939%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.154%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.051%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.147%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.487%, plus: -0.487%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.261%, plus: -1.261%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.218%, plus: -0.813%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.563%, plus: -0.403%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.312%, plus: -0.631%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.043%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.151%, plus: +0.150%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.186806e-03
+  - errors:
+    - {label: stat, symerror: +2.312%}
+    - asymerror: {minus: -1.498%, plus: +1.498%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.158%, plus: +0.157%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.248%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.397%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.531%, plus: +0.539%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.196%, plus: -0.188%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.879%, plus: +0.879%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.019%, plus: +0.211%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.454%, plus: +0.881%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.135%, plus: +1.135%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.034%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.218%, plus: -0.118%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.064%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.185%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.013%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.154%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.085%, plus: -0.215%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.300%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.524%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.302%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.353%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.238%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.016%, plus: -0.253%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.045%, plus: -0.234%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.646%, plus: +0.886%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.103%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.885%, plus: +0.885%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.739%, plus: -0.817%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.057%, plus: +0.058%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.320%, plus: -0.421%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.076%, plus: -0.077%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.035%, plus: +0.015%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.096%, plus: -0.201%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.248%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.348%, plus: -0.411%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.254%, plus: +0.253%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.294852e-03
+  - errors:
+    - {label: stat, symerror: +2.860%}
+    - asymerror: {minus: -2.220%, plus: +2.220%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.344%, plus: -0.344%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.068%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.325%, plus: +0.325%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.032%, plus: -0.186%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.535%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.038%, plus: +0.018%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.603%, plus: +0.611%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.330%, plus: -0.326%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.057%, plus: +1.057%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.289%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.073%, plus: +0.689%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.073%, plus: -0.196%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.079%, plus: -0.433%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.088%, plus: +1.088%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.145%, plus: -0.143%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.057%, plus: -0.396%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.094%, plus: -0.093%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.198%, plus: +0.198%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.139%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.051%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.067%, plus: -0.169%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.397%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.563%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.648%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.408%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.053%, plus: +0.240%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.153%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.307%, plus: +2.307%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.327%, plus: +0.327%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.788%, plus: -1.612%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.152%, plus: -0.838%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.252%, plus: -0.254%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.096%, plus: +0.046%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.036%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.108%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.407%, plus: -1.205%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.335%, plus: +0.334%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.314817e-03
+  - errors:
+    - {label: stat, symerror: +3.760%}
+    - asymerror: {minus: -7.526%, plus: +7.526%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.819%, plus: +3.819%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.053%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.457%, plus: +0.457%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.282%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.905%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.578%, plus: +0.585%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.428%, plus: -0.420%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.354%, plus: +1.354%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.440%, plus: +0.309%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.446%, plus: +0.138%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.287%, plus: +0.103%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.154%, plus: +1.154%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.269%, plus: -0.266%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.496%, plus: +0.104%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.241%, plus: -0.238%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.273%, plus: +0.274%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.115%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.132%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.613%, plus: +0.060%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.485%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.862%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.547%, plus: +0.192%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.672%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.089%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.947%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.149%, plus: -1.162%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.547%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.535%, plus: +2.708%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.018%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.722%, plus: +0.430%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.035%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.530%, plus: -0.619%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.134%, plus: +2.134%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.227%, plus: -1.227%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.711%, plus: -0.629%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.385%, plus: -0.103%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.546%, plus: -0.548%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.078%, plus: +0.234%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.194%, plus: -0.302%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.531%, plus: +0.391%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.829%, plus: +0.233%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.405%, plus: +0.403%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.182446e-04
+  - errors:
+    - {label: stat, symerror: +5.682%}
+    - asymerror: {minus: -7.585%, plus: +7.585%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.452%, plus: +1.452%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.322%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.507%, plus: +0.507%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.108%, plus: +0.108%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.039%, plus: -0.093%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.240%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.235%, plus: +0.218%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.657%, plus: +0.664%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.502%, plus: -0.514%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.373%, plus: +1.373%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.556%, plus: +0.374%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.253%, plus: -0.352%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.220%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.004%, plus: -0.275%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.088%, plus: +1.088%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.485%, plus: -0.479%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.097%, plus: -0.582%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.636%, plus: -0.624%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.378%, plus: +0.379%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.103%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.292%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.268%, plus: -0.385%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.176%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.150%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.321%, plus: +0.165%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.058%, plus: -0.143%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.011%, plus: +0.280%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.022%, plus: +0.084%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.915%, plus: +0.171%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.529%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.484%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.205%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.490%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.144%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.053%, plus: +1.254%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.474%, plus: -0.596%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.242%, plus: +3.242%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.661%, plus: +5.661%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.313%, plus: -0.891%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.193%, plus: +0.193%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.623%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.274%, plus: -1.271%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.307%, plus: -0.088%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.259%, plus: -0.327%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.605%, plus: +0.582%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.925%, plus: +1.377%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.022%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.406%, plus: +0.405%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.369136e-05
+- header: {name: '1/SIG*DSIG/DT2_PT (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.585567e-03
+   - value: 3.995167e-03
+   - value: 4.339656e-03
+   - value: 4.110454e-03
+   - value: 3.415144e-03
+   - value: 2.469172e-03
+   - value: 1.498891e-03
+   - value: 7.471068e-04
+   - value: 8.511090e-05
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 140.0, low: 40.0}
+  - {high: 180.0, low: 140.0}
+  - {high: 215.0, low: 180.0}
+  - {high: 250.0, low: 215.0}
+  - {high: 290.0, low: 250.0}
+  - {high: 335.0, low: 290.0}
+  - {high: 385.0, low: 335.0}
+  - {high: 440.0, low: 385.0}
+  - {high: 700.0, low: 440.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table240.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table240.yaml
new file mode 100644
index 0000000000..525d72fa2e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table240.yaml
@@ -0,0 +1,40 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.407000e-07}
+  - {value: 4.158000e-09}
+  - {value: 2.175000e-07}
+  - {value: 3.165000e-09}
+  - {value: 1.208000e-07}
+  - {value: 2.148000e-09}
+  - {value: 4.851000e-08}
+  - {value: 6.654000e-10}
+  - {value: 3.304000e-09}
+  - {value: 5.575000e-11}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 50.00, low: 0.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 500.00, low: 190.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table241.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table241.yaml
new file mode 100644
index 0000000000..6720521242
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table241.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.460000e-07}
+  - {value: 2.708000e-07}
+  - {value: 1.364000e-07}
+  - {value: 7.316000e-08}
+  - {value: 2.750000e-09}
+  - {value: 2.708000e-07}
+  - {value: 1.921000e-07}
+  - {value: 8.600000e-08}
+  - {value: 3.918000e-08}
+  - {value: 2.152000e-09}
+  - {value: 1.364000e-07}
+  - {value: 8.600000e-08}
+  - {value: 6.937000e-08}
+  - {value: 2.333000e-08}
+  - {value: 1.232000e-09}
+  - {value: 7.316000e-08}
+  - {value: 3.918000e-08}
+  - {value: 2.333000e-08}
+  - {value: 1.522000e-08}
+  - {value: 3.657000e-10}
+  - {value: 2.750000e-09}
+  - {value: 2.152000e-09}
+  - {value: 1.232000e-09}
+  - {value: 3.657000e-10}
+  - {value: 6.878000e-11}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 50.00, low: 0.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 500.00, low: 190.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table242.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table242.yaml
new file mode 100644
index 0000000000..8df1833a60
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table242.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.540000e-07}
+  - {value: 3.184000e-09}
+  - {value: 1.568000e-07}
+  - {value: 2.014000e-09}
+  - {value: 5.303000e-08}
+  - {value: 7.541000e-10}
+  - {value: 3.398000e-09}
+  - {value: 6.191000e-11}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 70.00, low: 0.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 500.00, low: 210.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table243.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table243.yaml
new file mode 100644
index 0000000000..d7bdeca1f7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table243.yaml
@@ -0,0 +1,70 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.021000e-07}
+  - {value: 2.139000e-07}
+  - {value: 1.021000e-07}
+  - {value: 5.309000e-08}
+  - {value: 2.194000e-09}
+  - {value: 2.227000e-07}
+  - {value: 1.220000e-07}
+  - {value: 6.584000e-08}
+  - {value: 3.163000e-08}
+  - {value: 1.444000e-09}
+  - {value: 7.595000e-08}
+  - {value: 4.417000e-08}
+  - {value: 2.428000e-08}
+  - {value: 1.173000e-08}
+  - {value: 5.317000e-10}
+  - {value: 3.316000e-09}
+  - {value: 2.363000e-09}
+  - {value: 1.721000e-09}
+  - {value: 5.994000e-10}
+  - {value: 4.297000e-11}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 70.00, low: 0.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 500.00, low: 210.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table244.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table244.yaml
new file mode 100644
index 0000000000..078c089b0f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table244.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.375000e-07}
+  - {value: 1.727000e-07}
+  - {value: 5.866000e-08}
+  - {value: 2.681000e-09}
+  - {value: 1.727000e-07}
+  - {value: 1.256000e-07}
+  - {value: 3.361000e-08}
+  - {value: 2.035000e-09}
+  - {value: 5.866000e-08}
+  - {value: 3.361000e-08}
+  - {value: 1.624000e-08}
+  - {value: 6.410000e-10}
+  - {value: 2.681000e-09}
+  - {value: 2.035000e-09}
+  - {value: 6.410000e-10}
+  - {value: 9.708000e-11}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 70.00, low: 0.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 500.00, low: 210.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table245.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table245.yaml
new file mode 100644
index 0000000000..2fd2fbdff7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table245.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.317000e-07}
+  - {value: 2.764000e-09}
+  - {value: 9.781000e-08}
+  - {value: 1.456000e-09}
+  - {value: 8.891000e-09}
+  - {value: 1.196000e-10}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
+  - {high: 40.00, low: 0.00}
+  - {high: 500.00, low: 40.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table246.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table246.yaml
new file mode 100644
index 0000000000..b8a2d48464
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table246.yaml
@@ -0,0 +1,55 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.865000e-07}
+  - {value: 1.825000e-07}
+  - {value: 9.295000e-08}
+  - {value: 5.183000e-08}
+  - {value: 1.249000e-09}
+  - {value: 1.581000e-07}
+  - {value: 8.599000e-08}
+  - {value: 4.591000e-08}
+  - {value: 2.251000e-08}
+  - {value: 8.323000e-10}
+  - {value: 1.041000e-08}
+  - {value: 6.045000e-09}
+  - {value: 3.376000e-09}
+  - {value: 1.467000e-09}
+  - {value: 8.583000e-11}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
+  - {high: 50.00, low: 0.00}
+  - {high: 90.00, low: 50.00}
+  - {high: 140.00, low: 90.00}
+  - {high: 190.00, low: 140.00}
+  - {high: 500.00, low: 190.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table247.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table247.yaml
new file mode 100644
index 0000000000..14fcffa2d4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table247.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.882000e-07}
+  - {value: 1.539000e-07}
+  - {value: 4.762000e-08}
+  - {value: 1.634000e-09}
+  - {value: 1.259000e-07}
+  - {value: 6.929000e-08}
+  - {value: 2.410000e-08}
+  - {value: 1.158000e-09}
+  - {value: 8.087000e-09}
+  - {value: 5.334000e-09}
+  - {value: 1.589000e-09}
+  - {value: 1.095000e-10}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
+  - {high: 70.00, low: 0.00}
+  - {high: 140.00, low: 70.00}
+  - {high: 210.00, low: 140.00}
+  - {high: 500.00, low: 210.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table248.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table248.yaml
new file mode 100644
index 0000000000..ca81154bb5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table248.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.717000e-07}
+  - {value: 1.145000e-07}
+  - {value: 7.227000e-09}
+  - {value: 1.145000e-07}
+  - {value: 6.298000e-08}
+  - {value: 2.983000e-09}
+  - {value: 7.227000e-09}
+  - {value: 2.983000e-09}
+  - {value: 3.720000e-10}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 500.00, low: 200.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 200.00, low: 100.00}
+  - {high: 500.00, low: 200.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table249.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table249.yaml
new file mode 100644
index 0000000000..f9b43af50f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table249.yaml
@@ -0,0 +1,151 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.564%}
+    - asymerror: {minus: -3.041%, plus: +3.041%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.305%, plus: +0.305%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.239%, plus: -0.293%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.527%, plus: +0.534%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.414%, plus: -0.390%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.652%, plus: +0.652%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.045%, plus: +0.022%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.623%, plus: +1.500%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.128%, plus: +0.045%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.107%, plus: +0.126%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.732%, plus: +0.732%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.197%, plus: -0.194%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.098%, plus: -0.190%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.130%, plus: +0.127%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.016%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.260%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.045%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.210%, plus: -0.311%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.180%, plus: +0.107%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.267%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.314%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.025%, plus: -0.419%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.837%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.650%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.070%, plus: +0.091%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.273%, plus: +0.744%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.006%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.143%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.165%, plus: +2.165%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.754%, plus: -3.754%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.552%, plus: -1.677%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.078%, plus: -0.077%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.733%, plus: -0.889%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.088%, plus: -0.107%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.182%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.133%, plus: -1.463%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.005%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.161%, plus: +0.160%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.395417e-02
+- header: {name: '1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS = 6) (PWG+PY8)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.878576e-02
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 3.2, low: 0.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table25.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table25.yaml
new file mode 100644
index 0000000000..46675b65b6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table25.yaml
@@ -0,0 +1,253 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: '1/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.985000e-08}
+  - {value: -2.253000e-08}
+  - {value: -3.118000e-08}
+  - {value: -2.005000e-08}
+  - {value: -4.924000e-09}
+  - {value: -1.773000e-09}
+  - {value: 7.578000e-10}
+  - {value: -1.128000e-09}
+  - {value: 3.923000e-11}
+  - {value: -2.253000e-08}
+  - {value: 5.818000e-08}
+  - {value: 3.503000e-08}
+  - {value: 9.260000e-09}
+  - {value: -6.418000e-09}
+  - {value: -7.484000e-09}
+  - {value: -7.505000e-09}
+  - {value: -8.495000e-09}
+  - {value: -7.268000e-10}
+  - {value: -3.118000e-08}
+  - {value: 3.503000e-08}
+  - {value: 5.978000e-08}
+  - {value: 2.051000e-08}
+  - {value: 2.980000e-10}
+  - {value: -5.239000e-09}
+  - {value: -6.563000e-09}
+  - {value: -6.478000e-09}
+  - {value: -7.105000e-10}
+  - {value: -2.005000e-08}
+  - {value: 9.260000e-09}
+  - {value: 2.051000e-08}
+  - {value: 2.577000e-08}
+  - {value: 3.963000e-09}
+  - {value: -1.196000e-09}
+  - {value: -1.751000e-09}
+  - {value: 8.289000e-10}
+  - {value: -1.824000e-10}
+  - {value: -4.924000e-09}
+  - {value: -6.418000e-09}
+  - {value: 2.980000e-10}
+  - {value: 3.963000e-09}
+  - {value: 1.731000e-08}
+  - {value: 5.540000e-10}
+  - {value: -9.769000e-10}
+  - {value: 5.208000e-10}
+  - {value: -3.728000e-10}
+  - {value: -1.773000e-09}
+  - {value: -7.484000e-09}
+  - {value: -5.239000e-09}
+  - {value: -1.196000e-09}
+  - {value: 5.540000e-10}
+  - {value: 7.006000e-09}
+  - {value: 2.926000e-09}
+  - {value: 2.558000e-09}
+  - {value: 2.977000e-10}
+  - {value: 7.578000e-10}
+  - {value: -7.505000e-09}
+  - {value: -6.563000e-09}
+  - {value: -1.751000e-09}
+  - {value: -9.769000e-10}
+  - {value: 2.926000e-09}
+  - {value: 4.418000e-09}
+  - {value: 2.307000e-09}
+  - {value: 2.883000e-10}
+  - {value: -1.128000e-09}
+  - {value: -8.495000e-09}
+  - {value: -6.478000e-09}
+  - {value: 8.289000e-10}
+  - {value: 5.208000e-10}
+  - {value: 2.558000e-09}
+  - {value: 2.307000e-09}
+  - {value: 5.487000e-09}
+  - {value: 3.739000e-10}
+  - {value: 3.923000e-11}
+  - {value: -7.268000e-10}
+  - {value: -7.105000e-10}
+  - {value: -1.824000e-10}
+  - {value: -3.728000e-10}
+  - {value: 2.977000e-10}
+  - {value: 2.883000e-10}
+  - {value: 3.739000e-10}
+  - {value: 8.822000e-11}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 140.00, low: 40.00}
+  - {high: 140.00, low: 40.00}
+  - {high: 140.00, low: 40.00}
+  - {high: 140.00, low: 40.00}
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+  - {high: 180.00, low: 140.00}
+  - {high: 180.00, low: 140.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 250.00, low: 215.00}
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+  - {high: 250.00, low: 215.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 250.00, low: 215.00}
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+  - {high: 385.00, low: 335.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 700.00, low: 440.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 140.00, low: 40.00}
+  - {high: 180.00, low: 140.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 290.00, low: 250.00}
+  - {high: 335.00, low: 290.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 140.00, low: 40.00}
+  - {high: 180.00, low: 140.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 290.00, low: 250.00}
+  - {high: 335.00, low: 290.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 140.00, low: 40.00}
+  - {high: 180.00, low: 140.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 290.00, low: 250.00}
+  - {high: 335.00, low: 290.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 140.00, low: 40.00}
+  - {high: 180.00, low: 140.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 290.00, low: 250.00}
+  - {high: 335.00, low: 290.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 140.00, low: 40.00}
+  - {high: 180.00, low: 140.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 290.00, low: 250.00}
+  - {high: 335.00, low: 290.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 140.00, low: 40.00}
+  - {high: 180.00, low: 140.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 290.00, low: 250.00}
+  - {high: 335.00, low: 290.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 140.00, low: 40.00}
+  - {high: 180.00, low: 140.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 290.00, low: 250.00}
+  - {high: 335.00, low: 290.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 140.00, low: 40.00}
+  - {high: 180.00, low: 140.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 290.00, low: 250.00}
+  - {high: 335.00, low: 290.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 700.00, low: 440.00}
+  - {high: 140.00, low: 40.00}
+  - {high: 180.00, low: 140.00}
+  - {high: 215.00, low: 180.00}
+  - {high: 250.00, low: 215.00}
+  - {high: 290.00, low: 250.00}
+  - {high: 335.00, low: 290.00}
+  - {high: 385.00, low: 335.00}
+  - {high: 440.00, low: 385.00}
+  - {high: 700.00, low: 440.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table250.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table250.yaml
new file mode 100644
index 0000000000..043418dcab
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table250.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.678%}
+    - asymerror: {minus: -1.030%, plus: +1.030%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.597%, plus: +7.597%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.074%, plus: -0.072%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.896%, plus: +0.346%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.825%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.220%, plus: -0.212%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.934%, plus: +1.934%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.271%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.451%, plus: +1.524%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.635%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.698%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.251%, plus: +4.251%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.156%, plus: +0.154%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.514%, plus: -0.088%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.205%, plus: +0.202%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.418%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.152%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.282%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.501%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.158%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.382%, plus: -1.042%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.215%, plus: -0.956%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.976%, plus: +0.462%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.455%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.254%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.989%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.751%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.488%, plus: +7.268%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.120%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.056%, plus: +0.286%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.454%, plus: -5.454%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.595%, plus: +0.595%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.506%, plus: -0.511%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.081%, plus: +0.081%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.787%, plus: -0.207%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.316%, plus: -0.659%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.069%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.290%, plus: -0.471%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.178%, plus: -0.177%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.062080e-02
+  - errors:
+    - {label: stat, symerror: +5.234%}
+    - asymerror: {minus: -1.319%, plus: +1.319%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.161%, plus: -4.161%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.249%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.054%, plus: -0.053%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.019%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.518%, plus: -0.075%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.577%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +2.227%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.163%, plus: +0.165%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.141%, plus: -0.151%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.291%, plus: +2.291%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.192%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.571%, plus: +1.896%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.358%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.027%, plus: +4.027%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.328%, plus: -0.258%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.157%, plus: +0.154%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.055%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.058%, plus: +0.239%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.229%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.652%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.231%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.689%, plus: -0.195%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.027%, plus: -0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +2.087%, plus: -0.208%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.209%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.600%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +2.184%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +2.687%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.171%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +2.109%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.981%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -5.843%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.320%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.012%, plus: -1.012%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.494%, plus: -0.494%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.021%, plus: -1.446%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.341%, plus: -1.202%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.336%, plus: +0.002%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.356%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.313%, plus: +0.662%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +3.102%, plus: -1.091%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.595209e-02
+  - errors:
+    - {label: stat, symerror: +3.586%}
+    - asymerror: {minus: -2.980%, plus: +2.980%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.419%, plus: -2.419%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.019%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.098%, plus: -0.252%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.004%, plus: +0.243%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.407%, plus: +0.538%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.236%, plus: +0.239%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.134%, plus: -0.131%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.442%, plus: +1.442%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.488%, plus: +1.592%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.180%, plus: -0.211%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.284%, plus: +0.357%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.128%, plus: +2.128%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.444%, plus: -0.233%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.127%, plus: +0.124%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.027%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.046%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.003%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.039%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.049%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.664%, plus: +0.431%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.705%, plus: -0.436%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.610%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.337%, plus: -0.027%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.048%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.338%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.153%, plus: +0.062%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.599%, plus: -0.527%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.976%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.134%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.716%, plus: -0.716%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.805%, plus: -4.805%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.639%, plus: -0.624%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.130%, plus: -0.130%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.072%, plus: +0.072%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.623%, plus: -0.062%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.237%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.102%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.193%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.163%, plus: -0.555%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.263476e-01
+  - errors:
+    - {label: stat, symerror: +1.418%}
+    - asymerror: {minus: +0.603%, plus: -0.603%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.559%, plus: -0.559%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.010%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.029%, plus: -0.054%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.274%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.015%, plus: -0.624%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.374%, plus: +0.379%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.115%, plus: -0.104%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.548%, plus: +0.548%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.445%, plus: +0.320%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.821%, plus: +0.821%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.079%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.037%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.049%, plus: +0.047%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.017%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.005%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.014%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.059%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.078%, plus: -0.077%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.378%, plus: +0.075%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.642%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.524%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.190%, plus: +0.043%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.411%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.354%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.127%, plus: -0.355%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.534%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.866%, plus: +2.049%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.040%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.253%, plus: +0.253%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.210%, plus: +1.210%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.518%, plus: -0.789%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.247%, plus: -0.334%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.011%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.037%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.380%, plus: -0.476%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.123%, plus: +0.122%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.100167e-01
+- header: {name: '1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS = 7) (PWG+PY8)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.714831e-03
+   - value: 8.267015e-02
+   - value: 2.329828e-01
+   - value: 5.550491e-01
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 2.32, low: 0.0}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.2, low: 2.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table251.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table251.yaml
new file mode 100644
index 0000000000..85ac04c79b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table251.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.308%}
+    - asymerror: {minus: +2.096%, plus: -2.096%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.835%, plus: +5.835%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.168%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.060%, plus: -0.059%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.136%, plus: -0.136%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.413%, plus: -0.299%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.401%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.359%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.492%, plus: -0.499%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.074%, plus: -0.092%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.680%, plus: +1.680%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.202%, plus: -0.381%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.763%, plus: +0.889%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.081%, plus: +0.319%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.353%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.667%, plus: +6.667%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.374%, plus: +0.370%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.338%, plus: +0.605%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.015%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.009%, plus: -0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.047%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.117%, plus: +0.325%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.090%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.375%, plus: -0.308%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.049%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.017%, plus: -0.034%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.795%, plus: +0.780%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.185%, plus: -0.239%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.597%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.528%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.922%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.403%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.204%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.097%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.877%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.107%, plus: -0.044%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.331%, plus: -0.201%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.057%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.428%, plus: -4.428%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.054%, plus: -1.054%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.907%, plus: -1.168%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.173%, plus: +0.174%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.504%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.140%, plus: +0.140%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.843%, plus: -0.963%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.033%, plus: +0.205%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.815%, plus: -1.277%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.103%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.364%, plus: -0.362%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.335821e-02
+  - errors:
+    - {label: stat, symerror: +6.249%}
+    - asymerror: {minus: +2.323%, plus: -2.323%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.389%, plus: +3.389%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.072%, plus: -0.071%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.475%, plus: +0.007%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.715%, plus: +0.521%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.452%, plus: -0.458%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.960%, plus: +1.960%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.324%, plus: +0.317%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.462%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.456%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.333%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.965%, plus: +6.965%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.207%, plus: +0.205%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.623%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.038%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.171%, plus: +0.244%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.077%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.078%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.055%, plus: -0.233%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.599%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.008%, plus: -0.051%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.416%, plus: -0.658%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.992%, plus: +0.396%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.401%, plus: -1.185%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.359%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.494%, plus: -0.239%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.368%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.714%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.326%, plus: +0.401%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.663%, plus: +1.078%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.770%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.215%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.042%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.593%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.599%, plus: -2.599%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.400%, plus: +3.400%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.392%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.545%, plus: -0.628%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.081%, plus: +0.081%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.046%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.290%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.526%, plus: -0.273%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.128%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.212%, plus: -0.211%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.794814e-02
+  - errors:
+    - {label: stat, symerror: +4.126%}
+    - asymerror: {minus: -2.006%, plus: +2.006%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.040%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.091%, plus: -0.090%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.488%, plus: +0.110%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.499%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.198%, plus: -0.200%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.365%, plus: +1.365%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.340%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.655%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.205%, plus: +0.278%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.497%, plus: -0.249%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.681%, plus: +3.681%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.140%, plus: +0.139%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.288%, plus: +0.156%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.035%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.171%, plus: -0.230%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.632%, plus: +0.046%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.071%, plus: -0.285%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.571%, plus: -0.207%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.245%, plus: -0.137%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.354%, plus: -0.971%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.421%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.740%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.549%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.055%, plus: -0.787%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.560%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.035%, plus: -0.073%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.038%, plus: +0.347%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.370%, plus: -2.370%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.398%, plus: -3.398%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.642%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.036%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.499%, plus: -0.399%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.120%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.346%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.387545e-01
+  - errors:
+    - {label: stat, symerror: +1.573%}
+    - asymerror: {minus: +0.931%, plus: -0.931%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.978%, plus: +0.978%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.061%, plus: +0.027%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.087%, plus: +0.088%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.144%, plus: +0.139%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.604%, plus: +0.604%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.739%, plus: -0.943%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.119%, plus: -0.101%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.265%, plus: +1.265%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.033%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.021%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.016%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.050%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.065%, plus: +0.068%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.190%, plus: +0.008%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.183%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.144%, plus: -0.067%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.245%, plus: +1.011%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: +0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.023%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.665%, plus: -0.665%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.006%, plus: +0.928%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.540%, plus: +0.452%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.057%, plus: -0.006%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.883%, plus: +0.752%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.000%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.486711e-01
+- header: {name: '1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS = 8) (PWG+PY8)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.267902e-02
+   - value: 5.794410e-02
+   - value: 1.474538e-01
+   - value: 3.304770e-01
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 1.87, low: 0.0}
+  - {high: 2.3, low: 1.87}
+  - {high: 2.67, low: 2.3}
+  - {high: 3.2, low: 2.67}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table252.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table252.yaml
new file mode 100644
index 0000000000..5151f798f2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table252.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.009%}
+    - asymerror: {minus: +0.579%, plus: -0.579%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.159%, plus: -4.159%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.429%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.068%, plus: +0.068%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.045%, plus: +0.236%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.827%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.012%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.983%, plus: -0.996%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.206%, plus: +0.157%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.199%, plus: +1.199%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.703%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.015%, plus: +0.408%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.277%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.950%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.083%, plus: +7.083%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.248%, plus: +0.246%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.588%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.155%, plus: -0.150%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.315%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.116%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.411%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.347%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.046%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.003%, plus: -0.019%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.995%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.795%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.378%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.950%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.543%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.440%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.759%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.546%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.629%, plus: -8.570%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.577%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.056%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.554%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.645%, plus: +2.645%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.366%, plus: +0.366%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.013%, plus: +1.024%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.144%, plus: +0.135%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.088%, plus: +0.088%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +1.300%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.185%, plus: +0.186%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.396%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.478%, plus: -0.343%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.352%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.029%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.385%, plus: -0.383%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.448996e-02
+  - errors:
+    - {label: stat, symerror: +4.320%}
+    - asymerror: {minus: +1.051%, plus: -1.051%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.249%, plus: +0.249%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.375%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.221%, plus: +0.091%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.446%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.996%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.838%, plus: -0.849%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.221%, plus: +0.227%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.171%, plus: +1.171%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.148%, plus: +0.020%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.683%, plus: -0.658%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.291%, plus: +0.316%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.137%, plus: -0.315%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.749%, plus: +5.749%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.137%, plus: +0.133%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.240%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.144%, plus: -0.141%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.153%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.207%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.001%, plus: -0.348%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.244%, plus: +0.354%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.644%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.318%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.595%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.948%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.717%, plus: -0.453%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.202%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.947%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.825%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.725%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.854%, plus: -2.082%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.038%, plus: -0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.529%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.042%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.392%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.056%, plus: -7.056%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.333%, plus: -0.333%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.757%, plus: +2.039%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.057%, plus: +0.060%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.533%, plus: +0.589%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.302%, plus: +0.320%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.042%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.754%, plus: +1.645%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.101%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.202%, plus: -0.201%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.014023e-01
+  - errors:
+    - {label: stat, symerror: +1.947%}
+    - asymerror: {minus: +2.063%, plus: -2.063%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.524%, plus: -0.524%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.060%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.055%, plus: +0.056%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.282%, plus: +0.371%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.437%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.228%, plus: -0.113%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.430%, plus: -0.436%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.370%, plus: +0.368%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.628%, plus: +0.628%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.382%, plus: -1.978%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.022%, plus: -0.104%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.213%, plus: +2.213%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.328%, plus: +0.229%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.159%, plus: -0.156%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.031%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.059%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.004%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.187%, plus: -0.172%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.108%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.393%, plus: +0.331%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.181%, plus: +0.605%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.540%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.501%, plus: +0.133%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.192%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.265%, plus: -0.874%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.045%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.029%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.317%, plus: +3.317%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.747%, plus: +4.747%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.020%, plus: +1.619%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.093%, plus: +0.094%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.124%, plus: +0.784%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.055%, plus: +0.306%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.118%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.242%, plus: -0.232%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.558%, plus: +1.268%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.028%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.321888e-01
+- header: {name: '1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS > 8) (PWG+PY8)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.428749e-02
+   - value: 9.732477e-02
+   - value: 2.103970e-01
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 1.86, low: 0.0}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.2, low: 2.48}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table253.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table253.yaml
new file mode 100644
index 0000000000..3a2bbb4cf5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table253.yaml
@@ -0,0 +1,13 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.087000e-06}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 3.20, low: 0.00}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 3.20, low: 0.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table254.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table254.yaml
new file mode 100644
index 0000000000..e9e84bcd25
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table254.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.694000e-07}
+  - {value: 4.179000e-06}
+  - {value: 3.795000e-05}
+  - {value: -6.278000e-06}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table255.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table255.yaml
new file mode 100644
index 0000000000..04c9ecc51a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table255.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.503000e-06}
+  - {value: 6.818000e-07}
+  - {value: -3.698000e-06}
+  - {value: -4.429000e-06}
+  - {value: 6.818000e-07}
+  - {value: 8.930000e-05}
+  - {value: 2.980000e-05}
+  - {value: -1.387000e-05}
+  - {value: -3.698000e-06}
+  - {value: 2.980000e-05}
+  - {value: 3.770000e-04}
+  - {value: -6.855000e-05}
+  - {value: -4.429000e-06}
+  - {value: -1.387000e-05}
+  - {value: -6.855000e-05}
+  - {value: 1.896000e-04}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.32, low: 0.00}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 2.82, low: 2.58}
+  - {high: 2.82, low: 2.58}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 3.20, low: 2.82}
+  - {high: 3.20, low: 2.82}
+  - {high: 3.20, low: 2.82}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table256.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table256.yaml
new file mode 100644
index 0000000000..ae50fbc10b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table256.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -4.569000e-07}
+  - {value: -7.411000e-06}
+  - {value: 9.892000e-06}
+  - {value: -1.034000e-05}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table257.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table257.yaml
new file mode 100644
index 0000000000..0366f58fc5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table257.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.223000e-07}
+  - {value: -9.681000e-10}
+  - {value: -3.775000e-06}
+  - {value: -4.591000e-06}
+  - {value: 2.188000e-06}
+  - {value: -5.252000e-06}
+  - {value: -4.723000e-05}
+  - {value: 6.573000e-06}
+  - {value: 1.676000e-06}
+  - {value: 1.764000e-05}
+  - {value: 8.929000e-05}
+  - {value: -5.223000e-05}
+  - {value: 5.246000e-07}
+  - {value: -4.835000e-05}
+  - {value: -5.512000e-05}
+  - {value: -1.251000e-05}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 2.67, low: 2.30}
+  - {high: 2.67, low: 2.30}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table258.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table258.yaml
new file mode 100644
index 0000000000..531fe73d16
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table258.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.461000e-06}
+  - {value: 1.484000e-06}
+  - {value: 1.204000e-06}
+  - {value: 2.055000e-06}
+  - {value: 1.484000e-06}
+  - {value: 4.408000e-05}
+  - {value: -1.738000e-05}
+  - {value: 6.269000e-06}
+  - {value: 1.204000e-06}
+  - {value: -1.738000e-05}
+  - {value: 1.162000e-04}
+  - {value: -2.517000e-05}
+  - {value: 2.055000e-06}
+  - {value: 6.269000e-06}
+  - {value: -2.517000e-05}
+  - {value: 1.209000e-04}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 2.67, low: 2.30}
+  - {high: 2.67, low: 2.30}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table259.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table259.yaml
new file mode 100644
index 0000000000..372cac26bd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table259.yaml
@@ -0,0 +1,19 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -4.884000e-07}
+  - {value: -1.151000e-05}
+  - {value: -3.104000e-05}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table26.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table26.yaml
new file mode 100644
index 0000000000..26e1492cda
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table26.yaml
@@ -0,0 +1,1263 @@
+dependent_variables:
+- header: {name: 'DSIG/DT2_PT (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.695%}
+    - asymerror: {minus: -0.689%, plus: +0.689%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.007%, plus: +2.007%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.092%, plus: +0.276%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.468%, plus: +0.470%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.077%, plus: +0.502%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.689%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.511%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.982%, plus: -1.973%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.284%, plus: +1.249%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.861%, plus: +0.861%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.565%, plus: -3.918%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.485%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.469%, plus: +0.934%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.033%, plus: +5.033%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.535%, plus: +0.532%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.723%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.709%, plus: +1.727%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.399%, plus: -0.399%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.241%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.409%, plus: -0.233%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.006%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.297%, plus: +0.736%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.052%, plus: -0.027%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.826%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.930%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.360%, plus: -0.163%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.275%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.509%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.157%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.815%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.294%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.957%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.844%, plus: -1.910%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.134%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -5.161%, plus: +5.161%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.486%, plus: +8.486%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.324%, plus: +4.578%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.286%, plus: +0.283%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.583%, plus: +2.289%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.290%, plus: -0.290%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.176%, plus: +0.149%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.348%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.736%, plus: +4.241%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.005%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.148%, plus: +0.148%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.755558e-03
+  - errors:
+    - {label: stat, symerror: +2.322%}
+    - asymerror: {minus: -1.743%, plus: +1.743%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.089%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.151%, plus: +0.151%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.392%, plus: +0.393%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.213%, plus: +0.319%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.067%, plus: -1.954%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.380%, plus: -1.372%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.354%, plus: +1.330%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.808%, plus: +0.808%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.298%, plus: +0.267%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.222%, plus: -3.640%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.239%, plus: -0.184%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.800%, plus: +1.028%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.651%, plus: +2.651%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.994%, plus: +0.999%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.783%, plus: +1.800%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.326%, plus: -0.325%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.001%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.013%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.091%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.474%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.023%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.301%, plus: +0.576%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.026%, plus: -0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.224%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.413%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.073%, plus: +0.038%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.239%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.218%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.950%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.840%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.016%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.267%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.030%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.381%, plus: -0.410%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.012%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.356%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.474%, plus: -6.474%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.732%, plus: +8.732%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.064%, plus: +4.257%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.320%, plus: +0.320%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.110%, plus: +0.110%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.753%, plus: +1.729%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.311%, plus: -0.311%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.485%, plus: -0.342%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.215%, plus: -0.167%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.045%, plus: +4.139%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.070%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.226%, plus: +0.226%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.840335e-03
+  - errors:
+    - {label: stat, symerror: +2.176%}
+    - asymerror: {minus: -2.066%, plus: +2.066%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.076%, plus: +1.076%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.107%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.188%, plus: +0.189%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.423%, plus: +0.424%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.159%, plus: -0.159%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.318%, plus: +0.327%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.340%, plus: +0.207%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.039%, plus: -1.048%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.888%, plus: -0.880%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.301%, plus: +1.266%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.817%, plus: +0.817%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.088%, plus: +0.112%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.049%, plus: -2.554%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.039%, plus: -0.245%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.929%, plus: +0.783%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.696%, plus: +1.696%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.027%, plus: +1.032%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.587%, plus: +0.285%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.840%, plus: +1.858%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.286%, plus: -0.286%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.069%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.074%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.385%, plus: -0.382%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.091%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.516%, plus: +0.372%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.802%, plus: +0.047%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.602%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.478%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.552%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.592%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.997%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.900%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.442%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.096%, plus: -0.839%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.447%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.239%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.047%, plus: -7.047%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.463%, plus: +8.463%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.315%, plus: +3.224%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.289%, plus: +0.290%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.088%, plus: +0.088%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.443%, plus: +1.231%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.331%, plus: -0.330%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.081%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.300%, plus: -0.258%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.577%, plus: +3.360%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.368%, plus: +0.369%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.463805e-03
+  - errors:
+    - {label: stat, symerror: +2.173%}
+    - asymerror: {minus: -3.820%, plus: +3.820%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.783%, plus: +1.783%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.141%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.231%, plus: +0.231%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.447%, plus: +0.448%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.179%, plus: -0.179%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.212%, plus: +0.242%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.331%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.044%, plus: -1.205%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.635%, plus: -0.629%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.206%, plus: +1.203%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.810%, plus: +0.810%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.348%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.514%, plus: -2.697%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.106%, plus: -0.185%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.905%, plus: +0.630%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.227%, plus: +1.227%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.953%, plus: +0.958%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.237%, plus: +0.047%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.874%, plus: +1.891%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.243%, plus: -0.242%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.105%, plus: -0.104%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.029%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.096%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.289%, plus: -0.356%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.061%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.481%, plus: +0.451%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.512%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.703%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.998%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.015%, plus: +0.398%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.574%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.326%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.001%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.475%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.029%, plus: -0.585%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.007%, plus: -0.850%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.085%, plus: -2.018%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.043%, plus: -0.178%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.018%, plus: -0.254%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.290%, plus: -5.290%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.417%, plus: +7.417%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.108%, plus: +3.291%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.354%, plus: +0.355%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.094%, plus: +0.094%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.282%, plus: +1.113%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.370%, plus: -0.369%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.116%, plus: -0.132%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.044%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.243%, plus: -0.163%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.031%, plus: +3.399%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.509%, plus: +0.510%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.362604e-03
+  - errors:
+    - {label: stat, symerror: +2.147%}
+    - asymerror: {minus: -2.128%, plus: +2.128%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.612%, plus: +3.612%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.291%, plus: +0.291%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.464%, plus: +0.465%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.173%, plus: -0.173%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.048%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.486%, plus: -0.481%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.073%, plus: +1.053%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.813%, plus: +0.813%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.802%, plus: -1.894%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.048%, plus: -0.003%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.591%, plus: +0.692%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.887%, plus: +0.887%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.889%, plus: +0.892%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.067%, plus: +0.158%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.850%, plus: +1.867%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.179%, plus: -0.179%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.108%, plus: -0.108%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.086%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.091%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.111%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.064%, plus: -0.191%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.322%, plus: +0.190%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.664%, plus: +0.012%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.526%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.189%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.191%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.943%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.774%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.709%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.204%, plus: -0.887%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.805%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.267%, plus: -1.657%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.132%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.042%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.231%, plus: -3.231%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.797%, plus: +6.797%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.000%, plus: +2.399%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.377%, plus: +0.379%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.110%, plus: +0.110%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.745%, plus: +0.896%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.418%, plus: -0.418%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.019%, plus: -0.101%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.043%, plus: -0.185%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.336%, plus: +2.840%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.009%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.618%, plus: +0.620%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.686843e-03
+  - errors:
+    - {label: stat, symerror: +2.343%}
+    - asymerror: {minus: -4.713%, plus: +4.713%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.797%, plus: +1.797%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.218%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.440%, plus: +0.440%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.505%, plus: +0.507%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.155%, plus: -0.154%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.231%, plus: +0.119%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.486%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.016%, plus: -1.434%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.374%, plus: -0.370%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.956%, plus: +0.936%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.907%, plus: +0.907%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.156%, plus: +0.334%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.202%, plus: -1.933%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.021%, plus: -0.193%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.522%, plus: +0.894%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.683%, plus: +0.683%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.795%, plus: +0.798%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.769%, plus: +1.784%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.095%, plus: -0.095%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.110%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.069%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.250%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.013%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.143%, plus: -0.296%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.159%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.280%, plus: +0.207%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.747%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.550%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.142%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.347%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.715%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.793%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.622%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.690%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.025%, plus: -0.674%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.059%, plus: -0.833%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.417%, plus: +0.155%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.020%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.074%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.293%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.897%, plus: -1.897%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.139%, plus: +8.139%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.465%, plus: +2.395%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.406%, plus: +0.407%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.985%, plus: +0.878%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.523%, plus: -0.522%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.055%, plus: -0.047%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.176%, plus: -0.265%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.109%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.264%, plus: +3.067%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.127%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.721%, plus: +0.724%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.815265e-03
+  - errors:
+    - {label: stat, symerror: +2.885%}
+    - asymerror: {minus: -5.458%, plus: +5.458%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.519%, plus: +1.519%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.205%, plus: +0.215%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.606%, plus: +0.608%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.538%, plus: +0.539%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.111%, plus: -0.111%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.154%, plus: +0.058%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.772%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.043%, plus: -1.023%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.302%, plus: -0.299%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.824%, plus: +0.796%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.081%, plus: +1.081%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.567%, plus: -2.120%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.202%, plus: -0.259%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.638%, plus: +0.355%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.556%, plus: +0.556%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.685%, plus: +0.688%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.676%, plus: +1.690%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.206%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.029%, plus: -0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.204%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.050%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.192%, plus: -0.309%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.299%, plus: +0.253%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.010%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.643%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.442%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.992%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.922%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.960%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.082%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.618%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.860%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.422%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.851%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.177%, plus: -0.486%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.174%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.116%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.098%, plus: -0.352%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.514%, plus: -0.514%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.515%, plus: +8.515%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.417%, plus: +1.574%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.422%, plus: +0.423%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.110%, plus: +0.110%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.151%, plus: +0.456%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.700%, plus: -0.698%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.115%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.031%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.208%, plus: +2.245%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.802%, plus: +0.805%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.758866e-03
+  - errors:
+    - {label: stat, symerror: +3.776%}
+    - asymerror: {minus: -10.932%, plus: +10.932%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.760%, plus: +5.760%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.191%, plus: +0.323%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.738%, plus: +0.741%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.553%, plus: +0.555%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.084%, plus: +0.267%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.519%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.011%, plus: -1.936%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.327%, plus: -0.325%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.727%, plus: +0.700%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.367%, plus: +1.367%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.577%, plus: +0.431%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.211%, plus: -2.656%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.266%, plus: -0.005%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.001%, plus: +0.894%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.612%, plus: +0.612%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.562%, plus: +0.563%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.567%, plus: +0.268%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.531%, plus: +1.542%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.181%, plus: +0.268%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.131%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.383%, plus: -0.252%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.004%, plus: +0.207%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.360%, plus: +0.449%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.014%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.121%, plus: +0.025%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.776%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.699%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.370%, plus: +0.051%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.069%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.512%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.158%, plus: -1.579%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.143%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.306%, plus: +1.963%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.744%, plus: +0.462%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.068%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.721%, plus: -0.766%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.682%, plus: -0.682%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.835%, plus: +6.835%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.491%, plus: +2.589%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.424%, plus: +0.425%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.132%, plus: +0.132%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.921%, plus: +1.200%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.994%, plus: -0.990%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.273%, plus: -0.366%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.392%, plus: +0.306%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.399%, plus: +3.734%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.871%, plus: +0.875%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.507085e-03
+  - errors:
+    - {label: stat, symerror: +5.711%}
+    - asymerror: {minus: -10.993%, plus: +10.993%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.349%, plus: +3.349%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.459%, plus: +0.229%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.788%, plus: +0.791%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.568%, plus: +0.570%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.147%, plus: +0.152%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.472%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.826%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.248%, plus: -0.246%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.654%, plus: +0.606%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.368%, plus: +1.368%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.693%, plus: +0.497%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.928%, plus: -3.132%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.713%, plus: +0.514%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.482%, plus: +0.482%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.348%, plus: +0.349%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.419%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.143%, plus: +1.149%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.153%, plus: +0.153%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.149%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.195%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.184%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.268%, plus: -0.392%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.122%, plus: -0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.216%, plus: +0.252%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.471%, plus: +0.275%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.830%, plus: +0.130%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.435%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.855%, plus: +0.129%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.849%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.311%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.934%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.931%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.055%, plus: -0.411%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.086%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.404%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.074%, plus: +1.286%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.037%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.665%, plus: -0.743%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.395%, plus: +0.395%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -14.284%, plus: +14.284%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.877%, plus: +2.319%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.541%, plus: +0.543%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.396%, plus: +0.673%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.725%, plus: -1.710%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.396%, plus: -0.150%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.338%, plus: -0.391%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.466%, plus: +0.496%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.456%, plus: +4.917%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.057%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.873%, plus: +0.877%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.546258e-04
+- header: {name: 'DSIG/DT2_PT (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.368879e-03
+   - value: 8.488596e-03
+   - value: 9.220538e-03
+   - value: 8.733549e-03
+   - value: 7.256212e-03
+   - value: 5.246289e-03
+   - value: 3.184718e-03
+   - value: 1.587390e-03
+   - value: 1.808365e-04
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 140.0, low: 40.0}
+  - {high: 180.0, low: 140.0}
+  - {high: 215.0, low: 180.0}
+  - {high: 250.0, low: 215.0}
+  - {high: 290.0, low: 250.0}
+  - {high: 335.0, low: 290.0}
+  - {high: 385.0, low: 335.0}
+  - {high: 440.0, low: 385.0}
+  - {high: 700.0, low: 440.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table260.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table260.yaml
new file mode 100644
index 0000000000..e2e8bd252e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table260.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -3.851000e-07}
+  - {value: 4.736000e-06}
+  - {value: -1.863000e-06}
+  - {value: -6.204000e-06}
+  - {value: 2.627000e-06}
+  - {value: 7.938000e-07}
+  - {value: -6.781000e-06}
+  - {value: -3.255000e-05}
+  - {value: -6.540000e-06}
+  - {value: -3.888000e-05}
+  - {value: -2.136000e-04}
+  - {value: 5.805000e-05}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table261.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table261.yaml
new file mode 100644
index 0000000000..d325864822
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table261.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -5.414000e-07}
+  - {value: -2.033000e-06}
+  - {value: -2.134000e-06}
+  - {value: -8.659000e-06}
+  - {value: 3.027000e-06}
+  - {value: 8.639000e-06}
+  - {value: 2.138000e-05}
+  - {value: 1.591000e-05}
+  - {value: -7.877000e-06}
+  - {value: 1.201000e-05}
+  - {value: -1.048000e-04}
+  - {value: 1.027000e-05}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table262.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table262.yaml
new file mode 100644
index 0000000000..24e29d63e4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table262.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.561000e-06}
+  - {value: -6.303000e-06}
+  - {value: 4.167000e-06}
+  - {value: -6.303000e-06}
+  - {value: 1.110000e-04}
+  - {value: -5.316000e-05}
+  - {value: 4.167000e-06}
+  - {value: -5.316000e-05}
+  - {value: 3.082000e-04}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table263.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table263.yaml
new file mode 100644
index 0000000000..2904f4994d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table263.yaml
@@ -0,0 +1,151 @@
+dependent_variables:
+- header: {name: 'D2SIG/DDELTAPHI/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.643%}
+    - asymerror: {minus: -6.450%, plus: +6.450%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.696%, plus: +2.696%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.150%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.383%, plus: +0.384%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.422%, plus: +0.423%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.184%, plus: -0.184%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.023%, plus: -0.067%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.242%, plus: +0.022%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.413%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.238%, plus: -0.234%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.763%, plus: +0.753%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.724%, plus: +0.724%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.190%, plus: +0.142%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.015%, plus: -1.260%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.854%, plus: +0.893%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.354%, plus: +0.354%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.676%, plus: +0.678%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.910%, plus: +1.929%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.271%, plus: -0.270%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.035%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.037%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.108%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.027%, plus: -0.214%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.175%, plus: +0.079%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.533%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.453%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.216%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.181%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.041%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.412%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.142%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.561%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.613%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.554%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.211%, plus: -0.366%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.004%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.022%, plus: -0.140%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.066%, plus: -1.066%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.445%, plus: +3.445%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.629%, plus: +1.498%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.280%, plus: +0.280%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.550%, plus: +0.366%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.464%, plus: -0.462%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.175%, plus: -0.175%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.051%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.426%, plus: +1.988%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.629%, plus: +0.631%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.404292e-02
+- header: {name: 'D2SIG/DDELTAPHI/DN_JETS (N_JETS = 6) (PWG+PY8)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.036611e-01
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 3.2, low: 0.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table264.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table264.yaml
new file mode 100644
index 0000000000..33e3b15205
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table264.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DDELTAPHI/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.731%}
+    - asymerror: {minus: -4.373%, plus: +4.373%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.161%, plus: +10.161%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.060%, plus: +0.229%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.312%, plus: +0.312%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.382%, plus: +0.383%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.161%, plus: +0.518%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.154%, plus: +0.277%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.909%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.736%, plus: -0.731%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.955%, plus: +0.934%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.952%, plus: +1.952%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.219%, plus: -1.237%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.535%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.985%, plus: +0.063%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.242%, plus: +4.242%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.025%, plus: +1.030%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.410%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.984%, plus: +2.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.350%, plus: -0.350%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.159%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.706%, plus: -0.245%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.074%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.332%, plus: +0.675%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.040%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.427%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.212%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.110%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.391%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.974%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.391%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.009%, plus: +6.086%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.119%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.444%, plus: -8.444%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.119%, plus: +8.119%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.673%, plus: +2.702%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.378%, plus: +0.379%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.100%, plus: +0.100%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.498%, plus: +1.057%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.362%, plus: -0.362%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.403%, plus: -0.728%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.163%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.198%, plus: -0.219%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.274%, plus: +3.014%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.292%, plus: +0.292%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.272392e-02
+  - errors:
+    - {label: stat, symerror: +5.264%}
+    - asymerror: {minus: -4.672%, plus: +4.672%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.876%, plus: -1.876%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.254%, plus: +0.255%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.437%, plus: +0.438%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.151%, plus: -0.151%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.302%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.313%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.109%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.605%, plus: -0.600%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.033%, plus: +0.995%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.307%, plus: +2.307%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.337%, plus: +0.091%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.095%, plus: -0.875%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.470%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.811%, plus: +0.690%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.959%, plus: +3.959%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.935%, plus: +0.939%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.224%, plus: -0.094%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.937%, plus: +1.956%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.315%, plus: -0.314%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.257%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.134%, plus: +0.295%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.220%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.354%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.303%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.023%, plus: -0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.533%, plus: -0.251%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.850%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.782%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.295%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.131%, plus: +2.046%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.988%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.602%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.325%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -6.881%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.486%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.143%, plus: -4.143%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.948%, plus: +6.948%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.174%, plus: +1.737%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.290%, plus: +0.291%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.206%, plus: +0.206%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.407%, plus: -0.406%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.420%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.184%, plus: +0.549%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.526%, plus: +2.372%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.380%, plus: +0.381%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.052960e-01
+  - errors:
+    - {label: stat, symerror: +3.632%}
+    - asymerror: {minus: -6.387%, plus: +6.387%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.165%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.252%, plus: +0.252%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.435%, plus: +0.436%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.146%, plus: -0.146%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.261%, plus: +0.174%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.561%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.532%, plus: -0.527%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.040%, plus: +1.016%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.468%, plus: +1.468%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.049%, plus: +0.366%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.180%, plus: -1.170%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.292%, plus: -0.310%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.030%, plus: +1.125%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.052%, plus: +2.052%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.943%, plus: +0.947%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.340%, plus: -0.070%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.908%, plus: +1.926%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.288%, plus: -0.287%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.077%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.136%, plus: -0.223%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.078%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.249%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.137%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.336%, plus: +0.373%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.203%, plus: +0.387%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.430%, plus: -0.789%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.826%, plus: +0.437%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.536%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.416%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.644%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.179%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.434%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.625%, plus: -1.168%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.394%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.054%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.299%, plus: -0.178%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.857%, plus: -3.857%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.316%, plus: +2.316%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.544%, plus: +2.585%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.227%, plus: +0.227%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.150%, plus: +0.150%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.659%, plus: +1.203%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.408%, plus: -0.407%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.165%, plus: -0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.064%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.397%, plus: +2.927%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.432%, plus: +0.433%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.842859e-01
+  - errors:
+    - {label: stat, symerror: +1.520%}
+    - asymerror: {minus: -2.685%, plus: +2.685%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.812%, plus: +1.812%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.137%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.336%, plus: +0.337%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.458%, plus: +0.459%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.152%, plus: -0.152%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.187%, plus: +0.173%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.343%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.069%, plus: -1.710%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.393%, plus: -0.388%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.058%, plus: +1.043%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.615%, plus: +0.615%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.168%, plus: +0.085%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.224%, plus: -2.408%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.079%, plus: -0.148%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.776%, plus: +0.691%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.616%, plus: +0.616%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.793%, plus: +0.796%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.103%, plus: +0.127%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.831%, plus: +1.847%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.207%, plus: -0.207%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.058%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.107%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.080%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.228%, plus: -0.236%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.105%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.306%, plus: +0.315%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.918%, plus: +0.031%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.631%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.588%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.608%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.997%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.887%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.838%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.142%, plus: -0.850%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.174%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.384%, plus: +0.924%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.041%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.050%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.151%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.918%, plus: -2.918%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.781%, plus: +8.781%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.631%, plus: +2.415%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.315%, plus: +0.316%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.031%, plus: +0.928%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.506%, plus: -0.505%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.074%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.092%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.153%, plus: +3.009%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.043%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.591%, plus: +0.593%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.091215e+00
+- header: {name: 'D2SIG/DDELTAPHI/DN_JETS (N_JETS = 7) (PWG+PY8)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.851746e-02
+   - value: 1.756593e-01
+   - value: 4.950470e-01
+   - value: 1.179380e+00
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 2.32, low: 0.0}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.2, low: 2.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table265.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table265.yaml
new file mode 100644
index 0000000000..6bc8414da0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table265.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DDELTAPHI/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.371%}
+    - asymerror: {minus: -1.143%, plus: +1.143%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.358%, plus: +8.358%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.247%, plus: +0.248%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.319%, plus: +0.319%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.062%, plus: -0.063%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.196%, plus: -0.073%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.396%, plus: -0.738%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.266%, plus: -1.259%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.099%, plus: +1.055%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.693%, plus: +1.693%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.056%, plus: -0.261%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.899%, plus: -1.855%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.031%, plus: +0.410%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.752%, plus: +6.752%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.241%, plus: +1.247%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.441%, plus: +0.770%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.768%, plus: +1.785%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.287%, plus: -0.287%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.056%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.011%, plus: +0.083%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.054%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.019%, plus: -0.039%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.333%, plus: +0.736%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.592%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.810%, plus: +0.424%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.393%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.337%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.990%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.682%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.607%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.369%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.132%, plus: -0.687%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.824%, plus: -1.302%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.024%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.166%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.451%, plus: -7.451%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.347%, plus: +6.347%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.253%, plus: +2.024%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.530%, plus: +0.532%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.094%, plus: +0.094%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.121%, plus: +0.121%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.426%, plus: +0.755%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.291%, plus: -0.291%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.931%, plus: -1.031%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.071%, plus: -0.318%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.733%, plus: +2.181%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.107%, plus: +0.106%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.858080e-02
+  - errors:
+    - {label: stat, symerror: +6.311%}
+    - asymerror: {minus: -0.909%, plus: +0.909%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.853%, plus: +5.853%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.251%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.330%, plus: +0.330%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.384%, plus: +0.385%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.113%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.306%, plus: +0.084%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.734%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.662%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.225%, plus: -1.218%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.148%, plus: +1.123%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.973%, plus: +1.973%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.469%, plus: +0.438%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.097%, plus: -2.270%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.554%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.417%, plus: +0.867%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.033%, plus: +7.033%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.076%, plus: +1.081%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.460%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.821%, plus: +1.839%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.290%, plus: -0.289%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.221%, plus: +0.299%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.013%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.153%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.046%, plus: -0.242%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.081%, plus: -0.541%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.235%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.469%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.053%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.701%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.262%, plus: +0.041%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.354%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.921%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.072%, plus: -0.862%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.310%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.638%, plus: +0.427%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.259%, plus: -0.912%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.217%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.076%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.748%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.679%, plus: -5.679%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.134%, plus: +11.134%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.408%, plus: +2.825%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.033%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.286%, plus: +0.286%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.192%, plus: +0.192%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.736%, plus: +0.630%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.350%, plus: -0.350%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.420%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.109%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.012%, plus: +3.219%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.161%, plus: +0.164%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.258%, plus: +0.258%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.239840e-01
+  - errors:
+    - {label: stat, symerror: +4.218%}
+    - asymerror: {minus: -5.381%, plus: +5.381%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.374%, plus: +2.374%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.107%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.217%, plus: +0.217%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.501%, plus: +0.503%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.111%, plus: -0.111%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.215%, plus: +0.237%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.747%, plus: +0.041%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.188%, plus: -0.600%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.969%, plus: -0.963%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.216%, plus: +1.143%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.394%, plus: +1.394%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.009%, plus: -2.875%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.093%, plus: +0.179%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.254%, plus: +0.515%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.749%, plus: +3.749%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.009%, plus: +1.014%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.391%, plus: +0.320%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.795%, plus: +1.812%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.241%, plus: -0.241%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.185%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.003%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.252%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.214%, plus: +0.161%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.170%, plus: +0.003%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.638%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.386%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.627%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.589%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.897%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.222%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.043%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.081%, plus: -1.426%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.645%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.035%, plus: -0.077%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.458%, plus: -5.458%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.828%, plus: +3.828%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.183%, plus: +2.567%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.394%, plus: +0.395%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.781%, plus: +0.862%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.402%, plus: -0.401%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.106%, plus: -0.046%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.054%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.009%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.853%, plus: +3.333%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.002%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.379%, plus: +0.379%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.968746e-01
+  - errors:
+    - {label: stat, symerror: +1.687%}
+    - asymerror: {minus: -2.347%, plus: +2.347%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.385%, plus: +3.385%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.139%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.285%, plus: +0.285%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.277%, plus: +0.254%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.299%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.185%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.682%, plus: -0.676%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.314%, plus: +1.289%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.653%, plus: +0.653%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.220%, plus: +0.114%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.440%, plus: -3.637%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.232%, plus: -0.200%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.721%, plus: +0.834%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.253%, plus: +1.253%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.864%, plus: +0.868%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.200%, plus: +0.052%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.746%, plus: +1.761%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.181%, plus: -0.180%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.053%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.123%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.097%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.006%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.338%, plus: -0.354%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.065%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.449%, plus: +0.460%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.638%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.453%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.990%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.058%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.747%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.775%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.568%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.160%, plus: -0.564%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.690%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.240%, plus: -0.103%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: +0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.011%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.218%, plus: -0.156%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.807%, plus: -3.807%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.530%, plus: +7.530%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.107%, plus: +4.188%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.362%, plus: +0.363%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.808%, plus: +1.724%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.479%, plus: -0.478%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.144%, plus: -0.074%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.110%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.193%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.371%, plus: +4.280%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.033%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.520%, plus: +0.521%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.460054e-01
+- header: {name: 'D2SIG/DDELTAPHI/DN_JETS (N_JETS = 8) (PWG+PY8)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.694066e-02
+   - value: 1.231209e-01
+   - value: 3.133131e-01
+   - value: 7.022047e-01
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 1.87, low: 0.0}
+  - {high: 2.3, low: 1.87}
+  - {high: 2.67, low: 2.3}
+  - {high: 3.2, low: 2.67}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table266.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table266.yaml
new file mode 100644
index 0000000000..a774dbe1cb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table266.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DDELTAPHI/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.130%}
+    - asymerror: {minus: -2.711%, plus: +2.711%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.875%, plus: -1.875%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.306%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.298%, plus: +0.299%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.405%, plus: +0.406%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.260%, plus: +0.464%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.758%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.149%, plus: -0.092%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.760%, plus: -1.753%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.375%, plus: +1.307%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.209%, plus: +1.209%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.556%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.666%, plus: -2.323%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.389%, plus: -0.047%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.464%, plus: +1.723%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.300%, plus: +7.300%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.117%, plus: +1.122%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.753%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.631%, plus: +1.647%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.244%, plus: -0.244%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.173%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.240%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.106%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.700%, plus: -0.363%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.348%, plus: +0.740%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.042%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.455%, plus: -0.063%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.719%, plus: -0.262%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.521%, plus: +0.622%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.447%, plus: +1.219%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.527%, plus: -0.579%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.068%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.080%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.775%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.425%, plus: -0.101%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.122%, plus: -9.578%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.576%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.397%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.601%, plus: -0.601%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.873%, plus: +7.873%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.145%, plus: +4.287%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.032%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.501%, plus: +0.494%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.971%, plus: +2.583%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.246%, plus: -0.246%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.317%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.609%, plus: -0.455%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.352%, plus: +3.866%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.062%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.239792e-02
+  - errors:
+    - {label: stat, symerror: +4.442%}
+    - asymerror: {minus: -2.222%, plus: +2.222%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.638%, plus: +2.638%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.521%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.271%, plus: +0.272%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.458%, plus: +0.458%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.065%, plus: -0.066%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.436%, plus: +0.318%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.182%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.382%, plus: -0.108%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.614%, plus: -1.607%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.391%, plus: +1.378%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.186%, plus: +1.186%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.293%, plus: +0.140%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.409%, plus: -3.360%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.179%, plus: +0.216%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.611%, plus: +0.449%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.948%, plus: +5.948%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.006%, plus: +1.008%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.642%, plus: +1.656%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.211%, plus: -0.211%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.076%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.063%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.282%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.289%, plus: -0.643%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.140%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.627%, plus: +0.747%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.094%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.959%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.628%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.062%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.295%, plus: -1.075%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.452%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.611%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.761%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.070%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.349%, plus: -3.162%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.039%, plus: -0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.531%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.009%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.100%, plus: -0.548%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.996%, plus: -9.996%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.121%, plus: +7.121%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.865%, plus: +5.335%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.414%, plus: +0.418%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.801%, plus: +1.862%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.330%, plus: -0.329%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.215%, plus: +0.251%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.088%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.247%, plus: +5.204%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.267%, plus: +0.268%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.169570e-01
+  - errors:
+    - {label: stat, symerror: +2.110%}
+    - asymerror: {minus: -1.178%, plus: +1.178%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.847%, plus: +1.847%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.207%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.298%, plus: +0.298%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.510%, plus: +0.513%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.087%, plus: -0.086%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.497%, plus: +0.599%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.505%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.282%, plus: -1.205%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.203%, plus: -1.197%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.538%, plus: +1.520%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.660%, plus: +0.660%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.279%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.101%, plus: -4.644%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.134%, plus: -0.203%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.811%, plus: +0.604%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.383%, plus: +2.383%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.862%, plus: +0.864%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.431%, plus: +0.393%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.626%, plus: +1.640%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.158%, plus: -0.158%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.081%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.079%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.016%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.014%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.475%, plus: -0.467%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.185%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.775%, plus: +0.724%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.568%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.484%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.122%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.960%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.599%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.071%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.485%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.664%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.757%, plus: -1.967%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.078%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.194%, plus: -0.260%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.582%, plus: +12.582%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.089%, plus: +4.901%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.450%, plus: +0.452%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.384%, plus: +2.060%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.406%, plus: -0.405%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.237%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.055%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.372%, plus: -0.344%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.023%, plus: +4.814%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.061%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.443%, plus: +0.444%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.967837e-01
+- header: {name: 'D2SIG/DDELTAPHI/DN_JETS (N_JETS > 8) (PWG+PY8)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.160659e-02
+   - value: 2.067978e-01
+   - value: 4.470561e-01
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 1.86, low: 0.0}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.2, low: 2.48}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table267.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table267.yaml
new file mode 100644
index 0000000000..8132e2edec
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table267.yaml
@@ -0,0 +1,13 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.305000e-05}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 3.20, low: 0.00}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 3.20, low: 0.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table268.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table268.yaml
new file mode 100644
index 0000000000..92da223777
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table268.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.385000e-05}
+  - {value: 1.527000e-04}
+  - {value: 3.382000e-04}
+  - {value: 8.088000e-04}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table269.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table269.yaml
new file mode 100644
index 0000000000..367e96b656
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table269.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.693000e-05}
+  - {value: 7.408000e-05}
+  - {value: 1.156000e-04}
+  - {value: 3.800000e-04}
+  - {value: 7.408000e-05}
+  - {value: 8.392000e-04}
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+  - {value: 4.085000e-03}
+  - {value: 3.800000e-04}
+  - {value: 2.522000e-03}
+  - {value: 4.085000e-03}
+  - {value: 1.575000e-02}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.32, low: 0.00}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.32, low: 0.00}
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+  - {high: 3.20, low: 2.82}
+  - {high: 3.20, low: 2.82}
+  - {high: 3.20, low: 2.82}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
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+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
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+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table27.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table27.yaml
new file mode 100644
index 0000000000..d57af90976
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table27.yaml
@@ -0,0 +1,253 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.717000e-07}
+  - {value: 3.282000e-07}
+  - {value: 3.022000e-07}
+  - {value: 2.762000e-07}
+  - {value: 2.133000e-07}
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+  - {value: 6.540000e-08}
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+  - {value: 3.282000e-07}
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+  - {value: 2.878000e-07}
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+  - {value: 1.394000e-06}
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+  - {value: 7.282000e-07}
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+  - {value: 9.041000e-09}
+  - {value: 6.302000e-09}
+  - {value: 9.925000e-10}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
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+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table270.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table270.yaml
new file mode 100644
index 0000000000..55007ed50f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table270.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.090000e-05}
+  - {value: 1.044000e-04}
+  - {value: 2.376000e-04}
+  - {value: 5.866000e-04}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table271.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table271.yaml
new file mode 100644
index 0000000000..f688a8aa65
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table271.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.473000e-05}
+  - {value: 6.963000e-05}
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+  - {value: 3.793000e-04}
+  - {value: 6.471000e-05}
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+  - {value: 1.084000e-04}
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+  - {value: 2.909000e-04}
+  - {value: 1.693000e-03}
+  - {value: 3.081000e-03}
+  - {value: 1.083000e-02}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
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+  - {high: 2.30, low: 1.87}
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+  - {high: 2.67, low: 2.30}
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+  - {high: 2.67, low: 2.30}
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+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
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+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
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+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table272.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table272.yaml
new file mode 100644
index 0000000000..3d75595685
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table272.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.175000e-05}
+  - {value: 6.407000e-05}
+  - {value: 1.044000e-04}
+  - {value: 3.014000e-04}
+  - {value: 6.407000e-05}
+  - {value: 4.953000e-04}
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+  - {value: 1.587000e-03}
+  - {value: 1.044000e-04}
+  - {value: 4.688000e-04}
+  - {value: 1.415000e-03}
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+  - {value: 3.014000e-04}
+  - {value: 1.587000e-03}
+  - {value: 2.595000e-03}
+  - {value: 8.480000e-03}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 2.67, low: 2.30}
+  - {high: 2.67, low: 2.30}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+  - {high: 3.20, low: 2.67}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table273.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table273.yaml
new file mode 100644
index 0000000000..e98e6a9317
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table273.yaml
@@ -0,0 +1,19 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.832000e-05}
+  - {value: 1.791000e-04}
+  - {value: 4.196000e-04}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
+  - {high: 3.20, low: 0.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table274.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table274.yaml
new file mode 100644
index 0000000000..8fb35b3dc0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table274.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.813000e-05}
+  - {value: 1.478000e-04}
+  - {value: 2.041000e-04}
+  - {value: 7.056000e-04}
+  - {value: 1.067000e-04}
+  - {value: 6.605000e-04}
+  - {value: 1.179000e-03}
+  - {value: 3.548000e-03}
+  - {value: 1.951000e-04}
+  - {value: 1.399000e-03}
+  - {value: 1.990000e-03}
+  - {value: 9.038000e-03}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
+  - {high: 2.32, low: 0.00}
+  - {high: 2.58, low: 2.32}
+  - {high: 2.82, low: 2.58}
+  - {high: 3.20, low: 2.82}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table275.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table275.yaml
new file mode 100644
index 0000000000..a70098b0d2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table275.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.729000e-05}
+  - {value: 9.832000e-05}
+  - {value: 1.712000e-04}
+  - {value: 4.994000e-04}
+  - {value: 1.120000e-04}
+  - {value: 5.488000e-04}
+  - {value: 1.027000e-03}
+  - {value: 2.740000e-03}
+  - {value: 1.992000e-04}
+  - {value: 1.259000e-03}
+  - {value: 1.760000e-03}
+  - {value: 6.372000e-03}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
+  - {high: 1.87, low: 0.00}
+  - {high: 2.30, low: 1.87}
+  - {high: 2.67, low: 2.30}
+  - {high: 3.20, low: 2.67}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table276.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table276.yaml
new file mode 100644
index 0000000000..e341e3b272
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table276.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ Rad$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.552000e-05}
+  - {value: 1.549000e-04}
+  - {value: 4.541000e-04}
+  - {value: 1.549000e-04}
+  - {value: 1.375000e-03}
+  - {value: 1.838000e-03}
+  - {value: 4.541000e-04}
+  - {value: 1.838000e-03}
+  - {value: 6.254000e-03}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+  - {high: 3.20, low: 2.48}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
+  - {high: 1.86, low: 0.00}
+  - {high: 2.48, low: 1.86}
+  - {high: 3.20, low: 2.48}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table277.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table277.yaml
new file mode 100644
index 0000000000..71b74d6412
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table277.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.721%}
+    - asymerror: {minus: -1.971%, plus: +1.971%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.313%, plus: -1.313%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.200%, plus: +0.200%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.184%, plus: -0.212%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.366%, plus: +0.053%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.320%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.491%, plus: +0.495%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.510%, plus: -0.476%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.558%, plus: +1.558%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.306%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.350%, plus: +2.277%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.761%, plus: +0.083%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.039%, plus: +1.039%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.153%, plus: -0.151%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.283%, plus: -0.366%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.217%, plus: +0.214%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.004%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.058%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.248%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.012%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.121%, plus: -0.396%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.129%, plus: -0.146%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.384%, plus: +0.002%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.419%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.560%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.405%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.068%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.265%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.283%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.058%, plus: -0.013%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.245%, plus: +2.542%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.267%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.648%, plus: +0.648%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.646%, plus: -2.646%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.860%, plus: -2.714%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.104%, plus: +0.104%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.364%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.245%, plus: -0.200%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.162%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.724%, plus: -2.262%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.007%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.143%, plus: +0.142%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.275784e-01
+  - errors:
+    - {label: stat, symerror: +3.436%}
+    - asymerror: {minus: -4.190%, plus: +4.190%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.762%, plus: -5.762%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.143%, plus: +0.142%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.142%, plus: -0.206%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.567%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.155%, plus: +0.610%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.571%, plus: +0.580%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.428%, plus: -0.381%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.504%, plus: +1.504%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.455%, plus: +2.182%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.673%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.006%, plus: +1.006%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.190%, plus: -0.188%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.494%, plus: -0.040%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.136%, plus: +0.133%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.010%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.019%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.012%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.198%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.723%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.710%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.641%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.742%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.858%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.143%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.578%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.661%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.346%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.119%, plus: +2.119%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.464%, plus: -4.464%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.272%, plus: -1.104%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.049%, plus: -0.048%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.084%, plus: -0.286%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.190%, plus: -0.303%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.117%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.164%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +2.247%, plus: -1.474%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.139%, plus: +0.138%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.866241e-01
+  - errors:
+    - {label: stat, symerror: +3.814%}
+    - asymerror: {minus: -4.459%, plus: +4.459%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.752%, plus: +8.752%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.109%, plus: -0.195%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.080%, plus: +0.079%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.427%, plus: -0.492%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.570%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.708%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.506%, plus: +0.513%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.403%, plus: -0.403%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.717%, plus: +1.717%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.135%, plus: +1.699%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.307%, plus: +0.195%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.073%, plus: +0.066%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.214%, plus: +1.214%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.189%, plus: -0.187%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.671%, plus: +0.021%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.151%, plus: +0.148%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.002%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.011%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.398%, plus: +0.278%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.087%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.374%, plus: -0.515%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.288%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.779%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.613%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.496%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.524%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.447%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.797%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.739%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.243%, plus: +0.049%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.426%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.053%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.100%, plus: -0.271%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.028%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.276%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.738%, plus: +1.738%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.891%, plus: -0.891%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.821%, plus: -2.165%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.768%, plus: -1.145%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.045%, plus: -0.044%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.543%, plus: +0.490%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.285%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.134%, plus: -1.496%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.047%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.181%, plus: +0.181%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.901078e-01
+  - errors:
+    - {label: stat, symerror: +3.601%}
+    - asymerror: {minus: -1.451%, plus: +1.451%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.941%, plus: +0.941%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.108%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.142%, plus: -0.140%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.228%, plus: -0.276%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.396%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.004%, plus: -1.007%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.590%, plus: +0.599%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.291%, plus: -0.283%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.594%, plus: +1.594%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.055%, plus: +0.048%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.416%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.206%, plus: +0.047%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.156%, plus: -0.391%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.235%, plus: +1.235%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.252%, plus: -0.249%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.231%, plus: -0.346%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.010%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.046%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.054%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.060%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.119%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.256%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.078%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.191%, plus: -0.389%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.441%, plus: +0.126%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.710%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.920%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.480%, plus: +0.711%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.201%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.948%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.801%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.290%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.020%, plus: -0.324%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.394%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.438%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.241%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.897%, plus: +1.897%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.291%, plus: -7.291%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.209%, plus: -0.668%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.143%, plus: -0.142%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.131%, plus: -0.849%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.414%, plus: -0.368%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.729%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.030%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.181%, plus: +0.180%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.039238e-02
+- header: {name: '1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS = 6) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.892406e-01
+   - value: 7.549949e-01
+   - value: 5.163851e-01
+   - value: 4.497283e-02
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV'}
+  values:
+  - {high: 0.08, low: 0.0}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.0, low: 0.21}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table278.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table278.yaml
new file mode 100644
index 0000000000..93abbd770b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table278.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.519%}
+    - asymerror: {minus: +0.606%, plus: -0.606%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.579%, plus: -3.579%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.160%, plus: +0.160%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.174%, plus: +0.105%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.042%, plus: -0.044%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.392%, plus: +0.396%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.162%, plus: -0.163%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.990%, plus: +0.990%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.977%, plus: +1.040%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.140%, plus: +0.121%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.236%, plus: +0.165%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.133%, plus: +1.133%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.196%, plus: +0.194%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.165%, plus: +0.162%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.099%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.062%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.052%, plus: -0.147%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.030%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.027%, plus: -0.223%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.472%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.126%, plus: +0.408%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.104%, plus: -0.162%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.319%, plus: +3.319%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.227%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.204%, plus: -1.204%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.652%, plus: -0.652%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.220%, plus: -1.168%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.114%, plus: -0.349%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.199%, plus: -0.014%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.231%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.097%, plus: -0.933%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.002779e-01
+  - errors:
+    - {label: stat, symerror: +2.199%}
+    - asymerror: {minus: +1.220%, plus: -1.220%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.245%, plus: +3.245%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.192%, plus: -0.079%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.069%, plus: -0.846%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.380%, plus: +0.386%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.136%, plus: -0.141%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.885%, plus: +0.885%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.541%, plus: +1.356%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.173%, plus: +1.173%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.578%, plus: -0.010%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.099%, plus: +0.096%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.063%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.076%, plus: +0.268%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.127%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.233%, plus: -0.045%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.030%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.545%, plus: +0.096%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.361%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.456%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.533%, plus: +0.176%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.342%, plus: +0.828%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.196%, plus: -0.278%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.072%, plus: -0.593%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.650%, plus: +0.652%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.054%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.005%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.756%, plus: -0.863%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.666%, plus: -0.214%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.316%, plus: -0.612%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.061%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.065954e+00
+  - errors:
+    - {label: stat, symerror: +2.925%}
+    - asymerror: {minus: -1.589%, plus: +1.589%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.559%, plus: -0.559%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.150%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.018%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.306%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.065%, plus: +0.355%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.264%, plus: +0.269%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.102%, plus: -0.086%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.217%, plus: +1.217%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.359%, plus: +0.204%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.158%, plus: -0.134%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.094%, plus: +0.061%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.790%, plus: +1.790%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.146%, plus: -0.144%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.089%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.044%, plus: +0.043%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.047%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.117%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.076%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.040%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.036%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.075%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.346%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.380%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.915%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.674%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.845%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.607%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.218%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.143%, plus: -0.147%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.614%, plus: +2.645%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.001%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.100%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.001%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.326%, plus: +0.326%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.386%, plus: +0.386%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.389%, plus: -0.816%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.571%, plus: -0.460%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.208%, plus: +0.262%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.114%, plus: -0.184%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.150%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.663%, plus: -0.637%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.070%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.122%, plus: +0.121%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.153881e-01
+  - errors:
+    - {label: stat, symerror: +3.740%}
+    - asymerror: {minus: -3.498%, plus: +3.498%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.320%, plus: -5.320%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.282%, plus: -0.281%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.814%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.669%, plus: +0.084%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.070%, plus: +0.072%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.067%, plus: -0.022%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.484%, plus: +1.484%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.029%, plus: +0.090%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.694%, plus: -0.580%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.060%, plus: -0.237%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.596%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.020%, plus: +3.020%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.268%, plus: -0.265%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.075%, plus: -0.383%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.065%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.041%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.020%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.670%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.068%, plus: -0.915%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.661%, plus: +0.112%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.395%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.313%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.082%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.224%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.339%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.279%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.061%, plus: -0.556%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.849%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.016%, plus: -0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.153%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.170%, plus: -3.170%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.558%, plus: +0.558%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.118%, plus: +0.263%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.223%, plus: -0.223%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.348%, plus: -0.407%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.036%, plus: -0.417%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.058%, plus: +0.769%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.064%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.150%, plus: +0.149%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.319724e-02
+- header: {name: '1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS = 7) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.584937e-01
+   - value: 1.113728e+00
+   - value: 6.097371e-01
+   - value: 6.413616e-02
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV'}
+  values:
+  - {high: 0.1, low: 0.0}
+  - {high: 0.2, low: 0.1}
+  - {high: 0.31, low: 0.2}
+  - {high: 1.0, low: 0.31}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table279.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table279.yaml
new file mode 100644
index 0000000000..ff71cbc8e3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table279.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.751%}
+    - asymerror: {minus: +1.560%, plus: -1.560%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.211%, plus: +6.211%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.019%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.143%, plus: +0.143%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.032%, plus: -0.157%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.000%, plus: -0.066%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.091%, plus: +0.092%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.079%, plus: +0.035%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.966%, plus: +0.966%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.031%, plus: -0.150%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.259%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.194%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.860%, plus: +1.860%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.421%, plus: +0.417%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.117%, plus: +0.115%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.018%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.034%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.032%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.429%, plus: +0.155%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.067%, plus: -0.338%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.572%, plus: +0.201%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.139%, plus: +0.663%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.190%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.068%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.364%, plus: -0.285%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.277%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.016%, plus: +1.945%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.670%, plus: -2.670%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.496%, plus: +2.496%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.279%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.082%, plus: -0.151%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.128%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.027%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.327%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.161%, plus: -0.160%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.068236e-01
+  - errors:
+    - {label: stat, symerror: +2.411%}
+    - asymerror: {minus: +1.016%, plus: -1.016%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.992%, plus: +2.992%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.003%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.012%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.113%, plus: +0.115%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.045%, plus: +0.047%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.106%, plus: +0.119%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.895%, plus: +0.895%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.022%, plus: +0.080%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.047%, plus: -0.195%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.194%, plus: -0.129%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.031%, plus: +2.031%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.082%, plus: +0.081%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.033%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.025%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.071%, plus: -0.267%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.148%, plus: -0.588%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.267%, plus: +0.033%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.203%, plus: -0.140%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.163%, plus: -0.796%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.871%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.911%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.431%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.022%, plus: -0.371%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.614%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.117%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.004%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.087%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.371%, plus: +0.371%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.474%, plus: -1.474%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.286%, plus: +0.159%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.275%, plus: +0.111%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.387%, plus: -0.273%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.031%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.362%, plus: +0.294%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.024%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.528375e-01
+  - errors:
+    - {label: stat, symerror: +2.856%}
+    - asymerror: {minus: -0.926%, plus: +0.926%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.559%, plus: -5.559%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.243%, plus: -0.243%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.362%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.039%, plus: +0.295%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.056%, plus: +0.410%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.384%, plus: -0.389%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.075%, plus: +0.058%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.016%, plus: +1.016%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.560%, plus: -1.428%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.277%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.248%, plus: +3.248%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.283%, plus: -0.279%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.084%, plus: +0.009%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.208%, plus: -0.204%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.024%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.099%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.320%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.069%, plus: +0.266%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.033%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.156%, plus: +0.085%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.155%, plus: +0.267%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.770%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.039%, plus: -0.246%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.701%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.128%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.425%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.100%, plus: +0.217%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.079%, plus: -0.527%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.274%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.967%, plus: -1.967%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.614%, plus: -2.614%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.737%, plus: +0.537%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.623%, plus: +0.062%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.271%, plus: +0.129%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.323%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.005%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.204082e-01
+- header: {name: '1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS = 8) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.241689e-01
+   - value: 8.147001e-01
+   - value: 1.140335e-01
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV'}
+  values:
+  - {high: 0.12, low: 0.0}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.0, low: 0.25}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table28.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table28.yaml
new file mode 100644
index 0000000000..0062407052
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table28.yaml
@@ -0,0 +1,1124 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DTT_PT (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.966%}
+    - asymerror: {minus: -3.063%, plus: +3.063%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.175%, plus: -0.175%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.009%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.285%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.603%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.357%, plus: +0.361%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.217%, plus: -0.200%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.826%, plus: +0.826%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.003%, plus: -0.140%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.762%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.072%, plus: +0.394%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.200%, plus: +1.200%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.160%, plus: -0.158%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.271%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.114%, plus: +0.112%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.355%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.940%, plus: +0.016%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.648%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.102%, plus: +0.171%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.760%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.631%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.475%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.252%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.107%, plus: -0.729%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.629%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.167%, plus: +2.292%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.054%, plus: -0.415%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.295%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.045%, plus: +2.045%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.581%, plus: +0.581%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.149%, plus: -0.660%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.420%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.095%, plus: +0.172%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.347%, plus: -0.756%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.119%, plus: +0.118%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.099426e-03
+  - errors:
+    - {label: stat, symerror: +1.501%}
+    - asymerror: {minus: +0.642%, plus: -0.642%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.287%, plus: -2.287%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.029%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.044%, plus: -0.052%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.471%, plus: -0.386%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.099%, plus: +0.280%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.177%, plus: +0.180%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.052%, plus: -0.043%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.605%, plus: +0.605%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.117%, plus: +0.047%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.132%, plus: -0.163%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.154%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.094%, plus: +1.094%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.089%, plus: -0.088%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.055%, plus: +0.054%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.051%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.032%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.005%, plus: -0.040%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.320%, plus: -0.135%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.112%, plus: +0.355%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.570%, plus: -0.107%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.263%, plus: -0.035%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.758%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.582%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.536%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.196%, plus: +0.271%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.101%, plus: +0.498%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.953%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.028%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.823%, plus: +0.823%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.244%, plus: -1.244%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.021%, plus: -0.117%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.143%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.044%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.022%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.047%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.065%, plus: +0.064%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.796483e-03
+  - errors:
+    - {label: stat, symerror: +1.595%}
+    - asymerror: {minus: +0.185%, plus: -0.185%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.975%, plus: -2.975%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.017%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.130%, plus: +0.105%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.471%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.094%, plus: +0.309%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.025%, plus: +0.026%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.082%, plus: +0.098%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.619%, plus: +0.619%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.191%, plus: -0.581%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.192%, plus: -0.044%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.317%, plus: +1.317%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.104%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.025%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.017%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.099%, plus: +0.065%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.083%, plus: -0.094%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.342%, plus: +0.182%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.271%, plus: -0.206%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.108%, plus: +0.017%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.543%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.456%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.200%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.115%, plus: +0.156%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.385%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.321%, plus: -0.321%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.396%, plus: -1.396%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.641%, plus: +0.360%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.401%, plus: +0.107%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.010%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.151%, plus: -0.248%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.646%, plus: +0.309%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.025%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.848329e-03
+  - errors:
+    - {label: stat, symerror: +1.925%}
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.638%, plus: +2.638%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.093%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.752%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.109%, plus: -0.110%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.097%, plus: +0.101%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.710%, plus: +0.710%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.402%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.325%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.751%, plus: +1.751%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.032%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.177%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.038%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.111%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.293%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.605%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.495%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.848%, plus: -0.004%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.687%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.608%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.943%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.370%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.475%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.405%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.642%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.121%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.277%, plus: -1.277%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.856%, plus: +0.856%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.388%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.022%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.274%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.301%, plus: +0.275%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.048%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.293%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.749138e-03
+  - errors:
+    - {label: stat, symerror: +2.253%}
+    - asymerror: {minus: +2.369%, plus: -2.369%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.796%, plus: +1.796%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.234%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.220%, plus: -0.223%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.067%, plus: +0.033%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.809%, plus: +0.809%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.211%, plus: +0.280%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.170%, plus: -0.380%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.211%, plus: +2.211%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.058%, plus: +0.057%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.051%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.097%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.021%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.109%, plus: -0.078%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.194%, plus: -0.219%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.164%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.545%, plus: -0.191%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.893%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.370%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.154%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.162%, plus: +0.430%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.229%, plus: +0.165%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.704%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.022%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.180%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.046%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.842%, plus: +1.842%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.343%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.020%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.050%, plus: -0.037%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.002%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.021%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.154%, plus: +0.474%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.683414e-03
+  - errors:
+    - {label: stat, symerror: +3.058%}
+    - asymerror: {minus: +3.967%, plus: -3.967%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.705%, plus: +7.705%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.045%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.269%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.842%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.046%, plus: +0.820%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.292%, plus: -0.296%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.040%, plus: +0.025%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.996%, plus: +0.996%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.228%, plus: -0.017%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.755%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.078%, plus: +3.078%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.061%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.016%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.070%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.092%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.297%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.067%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.261%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.192%, plus: -0.040%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.390%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.766%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.973%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.738%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.296%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.344%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.936%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.741%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.404%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.944%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.065%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.336%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.948%, plus: -0.948%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.475%, plus: +1.475%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.511%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.024%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.039%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.010%, plus: +0.276%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.224%, plus: -0.064%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.196%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.916%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.074%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.594140e-03
+  - errors:
+    - {label: stat, symerror: +3.087%}
+    - asymerror: {minus: -1.800%, plus: +1.800%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.435%, plus: -4.435%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.158%, plus: +0.157%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.070%, plus: -0.127%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.541%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.290%, plus: -0.295%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.031%, plus: +0.008%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.887%, plus: +0.887%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.136%, plus: +0.051%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.241%, plus: +0.265%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.262%, plus: +0.217%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.000%, plus: +3.000%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.174%, plus: +0.172%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.073%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.087%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.036%, plus: -0.037%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.034%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.023%, plus: -0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.178%, plus: -0.145%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.681%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.334%, plus: -0.700%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.936%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.702%, plus: -2.254%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.054%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.089%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.679%, plus: -2.679%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.269%, plus: -1.269%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.043%, plus: -0.187%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.134%, plus: +0.134%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.119%, plus: -0.144%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.117%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.067%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.095%, plus: -0.095%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.306310e-04
+  - errors:
+    - {label: stat, symerror: +4.716%}
+    - asymerror: {minus: -3.556%, plus: +3.556%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.793%, plus: +5.793%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.316%, plus: +0.316%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.069%, plus: -0.066%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.291%, plus: +0.231%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.042%, plus: -0.059%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.848%, plus: +0.848%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.250%, plus: -0.325%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.735%, plus: +0.547%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.237%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.229%, plus: -0.082%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.842%, plus: +2.842%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.412%, plus: +0.407%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.209%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.132%, plus: -0.130%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.129%, plus: +0.130%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.025%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.107%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.074%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.068%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.039%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.221%, plus: -0.221%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.156%, plus: -0.174%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.000%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.280%, plus: +0.094%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.072%, plus: -0.287%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.435%, plus: +0.299%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.273%, plus: -0.929%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.134%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.090%, plus: -0.411%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.246%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.367%, plus: -1.240%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.365%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.010%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.998%, plus: +2.998%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.115%, plus: +2.115%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.654%, plus: -0.598%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.137%, plus: +0.137%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.561%, plus: +0.563%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.241%, plus: +0.242%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.288%, plus: -0.187%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.163%, plus: -0.165%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.345%, plus: -0.529%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.054%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.161%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.014%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.178690e-05
+- header: {name: '1/SIG*DSIG/DTT_PT (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.218060e-03
+   - value: 4.817761e-03
+   - value: 4.750448e-03
+   - value: 3.697389e-03
+   - value: 2.530681e-03
+   - value: 1.617494e-03
+   - value: 7.509933e-04
+   - value: 5.852291e-05
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 35.0, low: 0.0}
+  - {high: 75.0, low: 35.0}
+  - {high: 115.0, low: 75.0}
+  - {high: 155.0, low: 115.0}
+  - {high: 200.0, low: 155.0}
+  - {high: 250.0, low: 200.0}
+  - {high: 370.0, low: 250.0}
+  - {high: 1000.0, low: 370.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table280.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table280.yaml
new file mode 100644
index 0000000000..a65686cd7d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table280.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.681%}
+    - asymerror: {minus: +3.957%, plus: -3.957%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.935%, plus: -0.935%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.160%, plus: +0.160%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.048%, plus: -0.047%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.271%, plus: +0.190%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.583%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.319%, plus: -0.323%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.347%, plus: +0.353%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.788%, plus: +0.788%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.049%, plus: -0.394%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.206%, plus: -0.153%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.028%, plus: -0.257%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.782%, plus: +2.782%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.515%, plus: +0.510%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.011%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.064%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.174%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.169%, plus: +0.278%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.258%, plus: -0.200%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.205%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.371%, plus: -0.066%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.326%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.291%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.145%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.306%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.129%, plus: -0.051%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.098%, plus: +0.689%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.302%, plus: -0.861%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.031%, plus: -0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.275%, plus: +0.275%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.865%, plus: +4.865%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.630%, plus: +1.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.097%, plus: +0.098%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.461%, plus: +0.283%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.160%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.096%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.275%, plus: +0.571%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.055%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.253%, plus: -0.252%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.805720e-01
+  - errors:
+    - {label: stat, symerror: +2.336%}
+    - asymerror: {minus: -0.350%, plus: +0.350%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.658%, plus: -0.658%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.155%, plus: -0.155%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.173%, plus: +0.347%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.532%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.862%, plus: -0.874%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.274%, plus: +0.255%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.690%, plus: +0.690%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.339%, plus: -1.997%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.207%, plus: +0.159%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.150%, plus: +3.150%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.288%, plus: -0.287%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.319%, plus: +0.422%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.271%, plus: -0.265%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.264%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.382%, plus: +0.363%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.745%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.539%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.541%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.330%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.850%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.135%, plus: +0.740%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.291%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.689%, plus: -3.990%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.054%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.016%, plus: -0.171%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.069%, plus: +2.069%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.617%, plus: +1.617%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.999%, plus: +2.054%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.100%, plus: +0.099%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.954%, plus: +1.222%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.081%, plus: +0.081%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.220%, plus: +0.369%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.045%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.307%, plus: -0.305%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.764%, plus: +1.655%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.912840e-01
+- header: {name: '1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS > 8) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.544051e-01
+   - value: 1.756061e-01
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV'}
+  values:
+  - {high: 0.17, low: 0.0}
+  - {high: 1.0, low: 0.17}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table281.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table281.yaml
new file mode 100644
index 0000000000..03bf365fce
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table281.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.806000e-04}
+  - {value: 1.091000e-03}
+  - {value: 8.989000e-05}
+  - {value: 5.058000e-05}
+  - {value: 1.091000e-03}
+  - {value: 3.796000e-03}
+  - {value: 1.243000e-03}
+  - {value: 1.427000e-04}
+  - {value: 8.989000e-05}
+  - {value: 1.243000e-03}
+  - {value: 2.863000e-03}
+  - {value: 2.549000e-05}
+  - {value: 5.058000e-05}
+  - {value: 1.427000e-04}
+  - {value: 2.549000e-05}
+  - {value: 1.399000e-05}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.08, low: 0.00}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 0.21, low: 0.14}
+  - {high: 0.21, low: 0.14}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 1.00, low: 0.21}
+  - {high: 1.00, low: 0.21}
+  - {high: 1.00, low: 0.21}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table282.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table282.yaml
new file mode 100644
index 0000000000..76b76f20b2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table282.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.670000e-04}
+  - {value: 2.704000e-04}
+  - {value: -6.397000e-04}
+  - {value: 1.470000e-05}
+  - {value: 1.136000e-04}
+  - {value: 2.487000e-04}
+  - {value: 8.236000e-04}
+  - {value: 1.109000e-05}
+  - {value: 3.059000e-04}
+  - {value: 3.715000e-04}
+  - {value: -1.387000e-04}
+  - {value: 8.930000e-06}
+  - {value: -3.432000e-06}
+  - {value: 5.937000e-06}
+  - {value: 1.154000e-05}
+  - {value: -1.850000e-06}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table283.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table283.yaml
new file mode 100644
index 0000000000..4d1f10d2b8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table283.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.341000e-03}
+  - {value: 5.483000e-05}
+  - {value: 2.100000e-04}
+  - {value: -1.099000e-05}
+  - {value: 5.483000e-05}
+  - {value: 2.303000e-03}
+  - {value: -2.777000e-04}
+  - {value: -7.779000e-05}
+  - {value: 2.100000e-04}
+  - {value: -2.777000e-04}
+  - {value: 8.524000e-04}
+  - {value: -2.602000e-07}
+  - {value: -1.099000e-05}
+  - {value: -7.779000e-05}
+  - {value: -2.602000e-07}
+  - {value: 2.182000e-05}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table284.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table284.yaml
new file mode 100644
index 0000000000..2d14545eaa
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table284.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -8.060000e-04}
+  - {value: -1.400000e-03}
+  - {value: 8.582000e-04}
+  - {value: -8.614000e-05}
+  - {value: -1.174000e-04}
+  - {value: 1.850000e-04}
+  - {value: 3.826000e-04}
+  - {value: 3.978000e-05}
+  - {value: 9.786000e-06}
+  - {value: 5.877000e-05}
+  - {value: -2.959000e-05}
+  - {value: 9.408000e-06}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table285.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table285.yaml
new file mode 100644
index 0000000000..3c35ab6d13
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table285.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -4.772000e-04}
+  - {value: 8.914000e-04}
+  - {value: -5.404000e-04}
+  - {value: 1.997000e-06}
+  - {value: -2.205000e-04}
+  - {value: 4.220000e-04}
+  - {value: -3.126000e-04}
+  - {value: -4.336000e-05}
+  - {value: 9.983000e-07}
+  - {value: -6.127000e-05}
+  - {value: -1.479000e-05}
+  - {value: 5.737000e-06}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table286.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table286.yaml
new file mode 100644
index 0000000000..4418cdce76
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table286.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.878000e-03}
+  - {value: 1.775000e-04}
+  - {value: -6.203000e-05}
+  - {value: 1.775000e-04}
+  - {value: 1.344000e-03}
+  - {value: -6.492000e-06}
+  - {value: -6.203000e-05}
+  - {value: -6.492000e-06}
+  - {value: 5.308000e-05}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table287.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table287.yaml
new file mode 100644
index 0000000000..e4c88e4d8f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table287.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -5.540000e-04}
+  - {value: -2.036000e-03}
+  - {value: -1.390000e-03}
+  - {value: -1.226000e-04}
+  - {value: -9.722000e-05}
+  - {value: -1.996000e-04}
+  - {value: -2.502000e-04}
+  - {value: -1.056000e-05}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table288.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table288.yaml
new file mode 100644
index 0000000000..ebecba08ba
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table288.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.023000e-05}
+  - {value: -4.219000e-04}
+  - {value: 8.449000e-06}
+  - {value: -2.884000e-05}
+  - {value: -1.110000e-04}
+  - {value: -3.447000e-04}
+  - {value: -1.902000e-05}
+  - {value: 5.050000e-07}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table289.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table289.yaml
new file mode 100644
index 0000000000..0658688527
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table289.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.317000e-04}
+  - {value: -5.966000e-04}
+  - {value: -1.478000e-04}
+  - {value: -2.267000e-04}
+  - {value: -1.271000e-04}
+  - {value: -1.491000e-05}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table29.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table29.yaml
new file mode 100644
index 0000000000..359bf6ec7b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table29.yaml
@@ -0,0 +1,202 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: '1/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.669000e-08}
+  - {value: -1.327000e-09}
+  - {value: -7.720000e-09}
+  - {value: -6.619000e-09}
+  - {value: -8.711000e-09}
+  - {value: -9.342000e-09}
+  - {value: 3.313000e-11}
+  - {value: 3.138000e-10}
+  - {value: -1.327000e-09}
+  - {value: 3.764000e-08}
+  - {value: 2.127000e-08}
+  - {value: -1.890000e-08}
+  - {value: -6.729000e-09}
+  - {value: -1.796000e-08}
+  - {value: -1.876000e-10}
+  - {value: -5.242000e-10}
+  - {value: -7.720000e-09}
+  - {value: 2.127000e-08}
+  - {value: 4.477000e-08}
+  - {value: -1.299000e-08}
+  - {value: -1.438000e-08}
+  - {value: -2.110000e-08}
+  - {value: 1.617000e-09}
+  - {value: -5.449000e-10}
+  - {value: -6.619000e-09}
+  - {value: -1.890000e-08}
+  - {value: -1.299000e-08}
+  - {value: 2.002000e-08}
+  - {value: 4.866000e-09}
+  - {value: 9.391000e-09}
+  - {value: -8.450000e-10}
+  - {value: 1.896000e-10}
+  - {value: -8.711000e-09}
+  - {value: -6.729000e-09}
+  - {value: -1.438000e-08}
+  - {value: 4.866000e-09}
+  - {value: 1.761000e-08}
+  - {value: 9.349000e-09}
+  - {value: -2.742000e-09}
+  - {value: 3.790000e-11}
+  - {value: -9.342000e-09}
+  - {value: -1.796000e-08}
+  - {value: -2.110000e-08}
+  - {value: 9.391000e-09}
+  - {value: 9.349000e-09}
+  - {value: 2.309000e-08}
+  - {value: -1.883000e-09}
+  - {value: 2.613000e-10}
+  - {value: 3.313000e-11}
+  - {value: -1.876000e-10}
+  - {value: 1.617000e-09}
+  - {value: -8.450000e-10}
+  - {value: -2.742000e-09}
+  - {value: -1.883000e-09}
+  - {value: 1.868000e-09}
+  - {value: -4.938000e-11}
+  - {value: 3.138000e-10}
+  - {value: -5.242000e-10}
+  - {value: -5.449000e-10}
+  - {value: 1.896000e-10}
+  - {value: 3.790000e-11}
+  - {value: 2.613000e-10}
+  - {value: -4.938000e-11}
+  - {value: 2.437000e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 35.00, low: 0.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 35.00, low: 0.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 35.00, low: 0.00}
+  - {high: 75.00, low: 35.00}
+  - {high: 115.00, low: 75.00}
+  - {high: 155.00, low: 115.00}
+  - {high: 200.00, low: 155.00}
+  - {high: 250.00, low: 200.00}
+  - {high: 370.00, low: 250.00}
+  - {high: 1000.00, low: 370.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table290.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table290.yaml
new file mode 100644
index 0000000000..cd783b64f7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table290.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.753000e-03}
+  - {value: 1.365000e-04}
+  - {value: 1.365000e-04}
+  - {value: 1.502000e-04}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table291.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table291.yaml
new file mode 100644
index 0000000000..40ba84b9d4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table291.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABSPCROSS/DN_JETS (N_JETS = 6) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.769%}
+    - asymerror: {minus: -5.339%, plus: +5.339%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.896%, plus: +0.896%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.268%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.513%, plus: +0.514%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.428%, plus: +0.430%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.029%, plus: +0.018%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.638%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.415%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.286%, plus: -0.284%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.662%, plus: +0.661%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.593%, plus: +1.593%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.454%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.233%, plus: -0.519%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.090%, plus: -0.181%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.518%, plus: +0.848%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.698%, plus: +0.698%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.717%, plus: +0.720%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.179%, plus: -0.209%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.994%, plus: +2.015%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.299%, plus: -0.298%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.033%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.214%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.037%, plus: -0.258%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.677%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.486%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.338%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.094%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.183%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.965%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.542%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.768%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.716%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.078%, plus: -0.667%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.430%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.066%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.201%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.910%, plus: -1.910%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.804%, plus: +4.804%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.348%, plus: +0.392%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.356%, plus: +0.357%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.183%, plus: +0.183%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.357%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.467%, plus: -0.465%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.326%, plus: -0.261%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.037%, plus: -0.277%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.865%, plus: +1.114%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.040%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.610%, plus: +0.612%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.116321e-01
+  - errors:
+    - {label: stat, symerror: +3.464%}
+    - asymerror: {minus: -7.632%, plus: +7.632%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.653%, plus: -3.653%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.105%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.455%, plus: +0.457%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.434%, plus: +0.435%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.168%, plus: -0.168%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.070%, plus: +0.023%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.317%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.205%, plus: -0.200%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.743%, plus: +0.757%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.533%, plus: +1.533%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.342%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.151%, plus: -0.611%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.130%, plus: -0.079%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.532%, plus: +1.442%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.627%, plus: +0.627%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.681%, plus: +0.683%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.389%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.914%, plus: +1.933%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.284%, plus: -0.284%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.092%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.154%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.081%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.008%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.150%, plus: -0.298%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.192%, plus: +0.387%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.000%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.367%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.323%, plus: +0.372%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.436%, plus: -0.281%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.289%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.416%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.020%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.301%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.476%, plus: -0.476%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.847%, plus: +2.847%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.948%, plus: +2.053%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.314%, plus: +0.314%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.228%, plus: +0.975%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.449%, plus: -0.447%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.271%, plus: -0.364%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.179%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.361%, plus: +1.930%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.606%, plus: +0.608%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.463939e+00
+  - errors:
+    - {label: stat, symerror: +3.849%}
+    - asymerror: {minus: -7.911%, plus: +7.911%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -11.185%, plus: +11.185%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.393%, plus: +0.393%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.454%, plus: +0.455%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.203%, plus: -0.203%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.214%, plus: -0.263%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.776%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.799%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.271%, plus: -0.266%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.768%, plus: +0.735%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.746%, plus: +1.746%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.255%, plus: +0.075%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.453%, plus: -1.081%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.198%, plus: +0.102%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.835%, plus: +0.830%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.914%, plus: +0.914%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.681%, plus: +0.684%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.775%, plus: +0.179%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.929%, plus: +1.947%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.264%, plus: -0.264%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.093%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.133%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.828%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.060%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.534%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.354%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.142%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.298%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.217%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.606%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.315%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.054%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.101%, plus: -0.266%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.847%, plus: -0.847%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.694%, plus: +6.694%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.385%, plus: +0.958%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.235%, plus: +0.235%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.127%, plus: +0.127%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.539%, plus: +0.105%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.472%, plus: -0.470%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.463%, plus: +0.429%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.154%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.435%, plus: +1.907%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.013%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.649%, plus: +0.651%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.044950e+00
+  - errors:
+    - {label: stat, symerror: +3.613%}
+    - asymerror: {minus: -4.802%, plus: +4.802%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.200%, plus: +3.200%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.200%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.172%, plus: +0.173%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.375%, plus: +0.376%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.230%, plus: -0.229%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.015%, plus: -0.047%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.329%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.051%, plus: -2.095%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.186%, plus: -0.181%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.879%, plus: +0.856%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.618%, plus: +1.618%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.203%, plus: +0.167%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.218%, plus: -2.870%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.608%, plus: +0.371%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.946%, plus: +0.946%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.619%, plus: +0.621%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.189%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.791%, plus: +1.806%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.232%, plus: -0.231%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.036%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.131%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.029%, plus: -0.251%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.002%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.198%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.983%, plus: +0.086%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.991%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.870%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.329%, plus: +0.540%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.722%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.494%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -4.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.793%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.024%, plus: -0.804%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.046%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.052%, plus: -1.096%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.692%, plus: -0.692%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.196%, plus: -0.196%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.947%, plus: +2.503%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.220%, plus: +0.220%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.181%, plus: +0.404%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.464%, plus: -0.463%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.495%, plus: -0.428%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.205%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.008%, plus: -0.200%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.232%, plus: +3.066%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.648%, plus: +0.650%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.611985e-02
+- header: {name: 'D2SIG/DABSPCROSS/DN_JETS (N_JETS = 6) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.039549e+00
+   - value: 1.604230e+00
+   - value: 1.097226e+00
+   - value: 9.555925e-02
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV'}
+  values:
+  - {high: 0.08, low: 0.0}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.0, low: 0.21}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table292.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table292.yaml
new file mode 100644
index 0000000000..15b9aebe83
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table292.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABSPCROSS/DN_JETS (N_JETS = 7) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.583%}
+    - asymerror: {minus: -2.678%, plus: +2.678%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.421%, plus: -1.421%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.246%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.473%, plus: +0.474%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.416%, plus: +0.417%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.107%, plus: -0.107%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.241%, plus: +0.072%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.447%, plus: +0.039%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.088%, plus: -1.142%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.386%, plus: -0.383%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.006%, plus: +0.977%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.028%, plus: +1.028%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.282%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.641%, plus: -1.722%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.030%, plus: +0.028%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.997%, plus: +0.931%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.940%, plus: +0.940%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.063%, plus: +1.068%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.453%, plus: +0.132%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.943%, plus: +1.962%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.260%, plus: -0.260%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.148%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.084%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.150%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.224%, plus: -0.249%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.215%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.337%, plus: +0.245%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.035%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.478%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.466%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.314%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.835%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.806%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.057%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.125%, plus: -0.816%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.833%, plus: +2.198%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.235%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.107%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.074%, plus: -0.380%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.715%, plus: -3.715%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.952%, plus: +6.952%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.967%, plus: +1.987%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.378%, plus: +0.379%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.185%, plus: +0.910%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.454%, plus: -0.453%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.280%, plus: -0.075%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.100%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.471%, plus: +2.489%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.428%, plus: +0.429%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.706258e+00
+  - errors:
+    - {label: stat, symerror: +2.256%}
+    - asymerror: {minus: -2.043%, plus: +2.043%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.556%, plus: +5.556%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.368%, plus: +0.369%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.456%, plus: +0.457%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.149%, plus: -0.149%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.150%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.593%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.116%, plus: -1.935%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.398%, plus: -0.393%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.032%, plus: +1.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.924%, plus: +0.924%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.011%, plus: +0.223%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.089%, plus: -1.414%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.250%, plus: -0.075%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.629%, plus: +0.768%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.011%, plus: +1.011%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.859%, plus: +0.862%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.474%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.878%, plus: +1.895%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.241%, plus: -0.241%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.090%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.210%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.157%, plus: +0.346%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.025%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.086%, plus: +0.056%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.700%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.409%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.390%, plus: +0.006%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.760%, plus: +0.196%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.540%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.199%, plus: -0.758%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.093%, plus: -1.244%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.440%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.164%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.162%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.549%, plus: -2.549%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.540%, plus: +7.540%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.448%, plus: +2.302%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.337%, plus: +0.338%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.640%, plus: +1.048%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.465%, plus: -0.464%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.260%, plus: +2.821%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.028%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.520%, plus: +0.522%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.272700e+00
+  - errors:
+    - {label: stat, symerror: +2.986%}
+    - asymerror: {minus: -4.945%, plus: +4.945%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.667%, plus: +1.667%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.293%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.237%, plus: +0.237%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.471%, plus: +0.472%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.169%, plus: -0.169%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.208%, plus: +0.211%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.748%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.515%, plus: -0.508%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.065%, plus: +1.056%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.250%, plus: +1.250%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.107%, plus: +0.208%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.276%, plus: -2.535%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.268%, plus: -0.227%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.856%, plus: +0.826%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.719%, plus: +1.719%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.725%, plus: +0.727%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.075%, plus: +0.068%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.824%, plus: +1.841%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.228%, plus: -0.227%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.097%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.207%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.147%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.028%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.375%, plus: -0.290%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.112%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.314%, plus: +0.380%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.531%, plus: +0.306%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.095%, plus: -0.015%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.052%, plus: +0.005%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.588%, plus: +0.503%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.218%, plus: +0.212%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.006%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.698%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.163%, plus: -0.801%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.124%, plus: +1.531%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.099%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.037%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.356%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.224%, plus: -2.224%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.069%, plus: +8.069%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.772%, plus: +2.350%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.257%, plus: +0.257%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.109%, plus: +0.109%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.734%, plus: +0.798%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.491%, plus: -0.490%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.127%, plus: +0.202%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.176%, plus: -0.258%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.019%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.889%, plus: +2.795%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.103%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.590%, plus: +0.591%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.312058e+00
+  - errors:
+    - {label: stat, symerror: +3.795%}
+    - asymerror: {minus: -6.917%, plus: +6.917%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.201%, plus: -3.201%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.445%, plus: +0.446%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.180%, plus: -0.180%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.097%, plus: +0.239%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.930%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.015%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.710%, plus: -0.704%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.101%, plus: +1.121%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.512%, plus: +1.512%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.177%, plus: +0.209%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.357%, plus: -3.298%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.170%, plus: -0.330%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.046%, plus: +0.164%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.024%, plus: +3.024%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.603%, plus: +0.605%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.717%, plus: +1.732%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.212%, plus: -0.212%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.082%, plus: -0.082%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.008%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.045%, plus: -0.232%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.031%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.325%, plus: -0.248%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.082%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.298%, plus: +0.437%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.211%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.252%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.603%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.563%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.932%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.650%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.694%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.842%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.760%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.082%, plus: -1.207%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.914%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.015%, plus: -0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.154%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.380%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.630%, plus: -5.630%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.254%, plus: +8.254%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.232%, plus: +3.464%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.140%, plus: +0.139%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.124%, plus: +0.124%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.954%, plus: +0.852%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.473%, plus: -0.471%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.117%, plus: -0.478%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.174%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.549%, plus: +4.250%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.031%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.617%, plus: +0.619%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.347417e-01
+- header: {name: 'D2SIG/DABSPCROSS/DN_JETS (N_JETS = 7) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.824146e+00
+   - value: 2.366473e+00
+   - value: 1.295583e+00
+   - value: 1.362779e-01
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV'}
+  values:
+  - {high: 0.1, low: 0.0}
+  - {high: 0.2, low: 0.1}
+  - {high: 0.31, low: 0.2}
+  - {high: 1.0, low: 0.31}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table293.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table293.yaml
new file mode 100644
index 0000000000..d905b48cbc
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table293.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABSPCROSS/DN_JETS (N_JETS = 8) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.848%}
+    - asymerror: {minus: -1.692%, plus: +1.692%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.588%, plus: +8.588%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.125%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.456%, plus: +0.457%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.444%, plus: +0.444%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.104%, plus: -0.104%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.180%, plus: +0.073%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.459%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.047%, plus: -1.164%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.689%, plus: -0.684%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.244%, plus: +1.178%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.001%, plus: +1.001%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.911%, plus: -2.678%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.569%, plus: +0.923%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.834%, plus: +1.834%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.287%, plus: +1.293%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.895%, plus: +1.914%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.229%, plus: -0.228%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.032%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.124%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.039%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.169%, plus: -0.337%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.075%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.396%, plus: +0.233%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.742%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.711%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.891%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.429%, plus: +0.031%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.558%, plus: +0.032%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.572%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.367%, plus: -0.766%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.667%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.839%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.092%, plus: -0.243%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.143%, plus: -5.143%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.340%, plus: +10.340%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.990%, plus: +3.479%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.448%, plus: +0.449%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.065%, plus: +1.426%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.425%, plus: -0.425%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.163%, plus: -0.211%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.159%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.345%, plus: +3.792%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.004%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.308%, plus: +0.309%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.507006e+00
+  - errors:
+    - {label: stat, symerror: +2.498%}
+    - asymerror: {minus: -2.255%, plus: +2.255%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.297%, plus: +5.297%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.141%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.301%, plus: +0.301%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.491%, plus: +0.492%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.310%, plus: +0.035%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.415%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.984%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.735%, plus: -0.729%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.271%, plus: +1.262%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.929%, plus: +0.929%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.170%, plus: +0.200%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.692%, plus: -2.924%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.076%, plus: -0.182%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.570%, plus: +0.634%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.047%, plus: +2.047%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.950%, plus: +0.954%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.242%, plus: +0.130%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.804%, plus: +1.821%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.217%, plus: -0.217%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.070%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.057%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.096%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.119%, plus: -0.323%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.319%, plus: +0.124%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.776%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.926%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.223%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.660%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.418%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.445%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.933%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.564%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.043%, plus: -1.023%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.322%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.118%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.041%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.080%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.179%, plus: -2.179%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.066%, plus: +6.066%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.426%, plus: +3.356%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.390%, plus: +0.390%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.569%, plus: +1.377%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.447%, plus: -0.446%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.469%, plus: -0.333%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.093%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.047%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.878%, plus: +3.759%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.057%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.460%, plus: +0.462%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.818319e+00
+  - errors:
+    - {label: stat, symerror: +2.950%}
+    - asymerror: {minus: -4.260%, plus: +4.260%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.445%, plus: -3.445%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.131%, plus: +0.303%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.071%, plus: +0.070%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.433%, plus: +0.434%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.122%, plus: -0.122%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.195%, plus: +0.592%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.312%, plus: +0.229%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.693%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.168%, plus: -1.161%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.241%, plus: +1.201%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.044%, plus: +1.044%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.143%, plus: +0.226%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.219%, plus: -4.123%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.387%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.843%, plus: +0.678%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.391%, plus: +3.391%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.589%, plus: +0.591%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.188%, plus: +0.166%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.576%, plus: +1.590%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.188%, plus: -0.188%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.028%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.202%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.095%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.088%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.607%, plus: -0.196%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.457%, plus: +0.659%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.038%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.016%, plus: -0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.700%, plus: +0.045%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.438%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.823%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.915%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.564%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.766%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.439%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.572%, plus: -1.606%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.279%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.009%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.384%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.458%, plus: -4.458%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.839%, plus: +4.839%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.831%, plus: +3.746%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.300%, plus: +0.300%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.146%, plus: +0.146%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.912%, plus: +1.327%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.412%, plus: -0.412%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.191%, plus: +0.069%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.244%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.805%, plus: +3.640%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.522%, plus: +0.523%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.567201e-01
+- header: {name: 'D2SIG/DABSPCROSS/DN_JETS (N_JETS = 8) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.538730e+00
+   - value: 1.731093e+00
+   - value: 2.423010e-01
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV'}
+  values:
+  - {high: 0.12, low: 0.0}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.0, low: 0.25}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table294.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table294.yaml
new file mode 100644
index 0000000000..83251b814f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table294.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABSPCROSS/DN_JETS (N_JETS > 8) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.791%}
+    - asymerror: {minus: +0.783%, plus: -0.783%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.282%, plus: +1.282%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.257%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.472%, plus: +0.474%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.408%, plus: +0.409%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.483%, plus: +0.420%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.153%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.199%, plus: -0.522%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.102%, plus: -1.096%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.509%, plus: +1.500%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.803%, plus: +0.803%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.094%, plus: +0.157%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.721%, plus: -3.117%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.316%, plus: -0.246%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.735%, plus: +0.505%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.869%, plus: +2.869%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.379%, plus: +1.387%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.237%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.770%, plus: +1.786%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.187%, plus: -0.187%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.209%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.350%, plus: -0.428%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.250%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.557%, plus: +0.672%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.288%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.590%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.538%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.418%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.482%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.200%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.133%, plus: -0.532%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.078%, plus: +0.030%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.801%, plus: -1.937%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.030%, plus: -0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.072%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.196%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.273%, plus: -2.273%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.891%, plus: +12.891%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.760%, plus: +4.224%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.459%, plus: +0.461%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.752%, plus: +1.551%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.363%, plus: -0.362%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.096%, plus: -0.016%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.227%, plus: -0.167%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.795%, plus: +4.045%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.088%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.216%, plus: +0.216%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.451035e+00
+  - errors:
+    - {label: stat, symerror: +2.560%}
+    - asymerror: {minus: -3.665%, plus: +3.665%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.565%, plus: +1.565%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.131%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.158%, plus: +0.158%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.540%, plus: +0.542%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.082%, plus: -0.082%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.385%, plus: +0.577%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.336%, plus: -1.029%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.650%, plus: -1.643%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.438%, plus: +1.401%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.727%, plus: +0.727%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.019%, plus: -4.676%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.098%, plus: +0.067%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.713%, plus: +0.911%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.522%, plus: +3.522%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.583%, plus: +0.583%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.423%, plus: +0.580%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.515%, plus: +1.528%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.182%, plus: -0.182%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.166%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.003%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.550%, plus: -0.516%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.031%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.770%, plus: +0.757%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.076%, plus: +0.197%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.627%, plus: +0.120%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.326%, plus: +0.006%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.329%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.769%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.131%, plus: +0.255%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.164%, plus: -0.366%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.190%, plus: -5.031%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.053%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.022%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.183%, plus: -0.325%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.524%, plus: -0.524%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.394%, plus: +9.394%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.085%, plus: +5.312%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.461%, plus: +0.462%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.239%, plus: +2.502%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.345%, plus: -0.345%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.139%, plus: +0.308%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.438%, plus: -0.418%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.231%, plus: +5.166%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.443%, plus: +0.444%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.078331e-01
+- header: {name: 'D2SIG/DABSPCROSS/DN_JETS (N_JETS > 8) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.390494e+00
+   - value: 3.731317e-01
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV'}
+  values:
+  - {high: 0.17, low: 0.0}
+  - {high: 1.0, low: 0.17}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table295.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table295.yaml
new file mode 100644
index 0000000000..dd669b4fce
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table295.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.300000e-03}
+  - {value: 9.773000e-03}
+  - {value: 9.723000e-03}
+  - {value: 3.697000e-04}
+  - {value: 9.773000e-03}
+  - {value: 2.514000e-02}
+  - {value: 2.110000e-02}
+  - {value: 8.771000e-04}
+  - {value: 9.723000e-03}
+  - {value: 2.110000e-02}
+  - {value: 2.994000e-02}
+  - {value: 8.459000e-04}
+  - {value: 3.697000e-04}
+  - {value: 8.771000e-04}
+  - {value: 8.459000e-04}
+  - {value: 6.247000e-05}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.08, low: 0.00}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 0.21, low: 0.14}
+  - {high: 0.21, low: 0.14}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 1.00, low: 0.21}
+  - {high: 1.00, low: 0.21}
+  - {high: 1.00, low: 0.21}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table296.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table296.yaml
new file mode 100644
index 0000000000..25d4c0e12d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table296.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.152000e-02}
+  - {value: 1.717000e-02}
+  - {value: 1.930000e-02}
+  - {value: 7.132000e-04}
+  - {value: 1.521000e-02}
+  - {value: 2.586000e-02}
+  - {value: 3.579000e-02}
+  - {value: 1.103000e-03}
+  - {value: 1.051000e-02}
+  - {value: 1.708000e-02}
+  - {value: 1.855000e-02}
+  - {value: 7.158000e-04}
+  - {value: 1.408000e-03}
+  - {value: 2.425000e-03}
+  - {value: 2.551000e-03}
+  - {value: 1.076000e-04}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table297.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table297.yaml
new file mode 100644
index 0000000000..2c431c9a3c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table297.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.128000e-02}
+  - {value: 3.829000e-02}
+  - {value: 2.401000e-02}
+  - {value: 3.228000e-03}
+  - {value: 3.829000e-02}
+  - {value: 6.684000e-02}
+  - {value: 3.297000e-02}
+  - {value: 4.410000e-03}
+  - {value: 2.401000e-02}
+  - {value: 3.297000e-02}
+  - {value: 2.433000e-02}
+  - {value: 2.800000e-03}
+  - {value: 3.228000e-03}
+  - {value: 4.410000e-03}
+  - {value: 2.800000e-03}
+  - {value: 4.536000e-04}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+  - {high: 1.00, low: 0.31}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table298.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table298.yaml
new file mode 100644
index 0000000000..bc73e99eeb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table298.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.341000e-02}
+  - {value: 2.240000e-02}
+  - {value: 3.295000e-02}
+  - {value: 1.012000e-03}
+  - {value: 1.188000e-02}
+  - {value: 2.173000e-02}
+  - {value: 2.775000e-02}
+  - {value: 1.083000e-03}
+  - {value: 1.846000e-03}
+  - {value: 3.302000e-03}
+  - {value: 3.616000e-03}
+  - {value: 1.738000e-04}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table299.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table299.yaml
new file mode 100644
index 0000000000..1737aacc95
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table299.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.660000e-02}
+  - {value: 5.981000e-02}
+  - {value: 3.060000e-02}
+  - {value: 4.171000e-03}
+  - {value: 3.038000e-02}
+  - {value: 4.834000e-02}
+  - {value: 2.654000e-02}
+  - {value: 3.633000e-03}
+  - {value: 4.533000e-03}
+  - {value: 6.437000e-03}
+  - {value: 3.956000e-03}
+  - {value: 5.730000e-04}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table3.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table3.yaml
new file mode 100644
index 0000000000..1cc1f5e2f1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table3.yaml
@@ -0,0 +1,442 @@
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+  - {high: 2.28, low: 2.04}
+  - {high: 2.49, low: 2.28}
+  - {high: 2.73, low: 2.49}
+  - {high: 2.97, low: 2.73}
+  - {high: 3.18, low: 2.97}
+  - {high: 3.39, low: 3.18}
+  - {high: 3.72, low: 3.39}
+  - {high: 6.00, low: 3.72}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table30.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table30.yaml
new file mode 100644
index 0000000000..c760b87abb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table30.yaml
@@ -0,0 +1,1124 @@
+dependent_variables:
+- header: {name: 'DSIG/DTT_PT (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.036%}
+    - asymerror: {minus: -6.420%, plus: +6.420%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.423%, plus: +2.423%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.313%, plus: +0.313%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.420%, plus: +0.421%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.172%, plus: -0.172%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.880%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -3.506%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.437%, plus: -0.432%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.971%, plus: +0.959%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.878%, plus: +0.878%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.949%, plus: -2.840%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.300%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.823%, plus: +1.146%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.093%, plus: +1.093%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.723%, plus: +0.726%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.911%, plus: +1.930%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.278%, plus: -0.277%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.065%, plus: -0.208%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.068%, plus: -0.420%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.512%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.945%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.946%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.169%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -6.085%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -5.845%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.740%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.114%, plus: -1.222%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.271%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.294%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.056%, plus: -0.412%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.036%, plus: -5.036%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.877%, plus: +8.877%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.060%, plus: +2.589%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.302%, plus: +0.303%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.133%, plus: +0.133%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.321%, plus: +0.846%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.439%, plus: -0.437%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.111%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.007%, plus: -0.313%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.252%, plus: +2.760%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.592%, plus: +0.594%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.984523e-03
+  - errors:
+    - {label: stat, symerror: +1.627%}
+    - asymerror: {minus: -2.594%, plus: +2.594%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.256%, plus: +0.256%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.171%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.291%, plus: +0.292%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.463%, plus: +0.464%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.157%, plus: -0.157%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.179%, plus: +0.186%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.192%, plus: -0.472%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.814%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.618%, plus: -0.612%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.134%, plus: +1.119%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.674%, plus: +0.674%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.262%, plus: +0.159%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.866%, plus: -2.963%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.056%, plus: -0.314%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.858%, plus: +0.593%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.090%, plus: +1.090%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.794%, plus: +0.797%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.108%, plus: +0.176%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.854%, plus: +1.871%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.252%, plus: -0.251%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.058%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.078%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.120%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.260%, plus: -0.241%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.079%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.382%, plus: +0.361%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.241%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.399%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.400%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.602%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.339%, plus: -0.465%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.979%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.932%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.338%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.227%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.063%, plus: -1.920%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.061%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.156%, plus: -0.156%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.173%, plus: -6.173%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.901%, plus: +6.901%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.184%, plus: +3.149%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.271%, plus: +0.271%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.404%, plus: +1.196%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.431%, plus: -0.430%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.102%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.114%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.671%, plus: +3.485%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.078%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.538%, plus: +0.540%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.051223e-02
+  - errors:
+    - {label: stat, symerror: +1.731%}
+    - asymerror: {minus: -3.066%, plus: +3.066%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.451%, plus: -0.451%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.158%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.225%, plus: +0.226%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.458%, plus: +0.459%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.353%, plus: +0.344%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.748%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.786%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.770%, plus: -0.764%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.266%, plus: +1.261%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.678%, plus: +0.678%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.200%, plus: +0.072%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.927%, plus: -3.369%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.312%, plus: -0.148%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.839%, plus: +0.748%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.401%, plus: +1.401%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.864%, plus: +0.867%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.220%, plus: +0.106%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.801%, plus: +1.818%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.229%, plus: -0.229%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.021%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.108%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.012%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.317%, plus: -0.349%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.096%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.485%, plus: +0.466%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.478%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.627%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.696%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.969%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.607%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.018%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.010%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.722%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.499%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.337%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.221%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.238%, plus: -7.238%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.736%, plus: +6.736%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.825%, plus: +3.642%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.310%, plus: +0.311%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.694%, plus: +1.379%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.427%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.233%, plus: -0.309%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.087%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.297%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.209%, plus: +3.863%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.007%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.062586e-02
+  - errors:
+    - {label: stat, symerror: +2.063%}
+    - asymerror: {minus: -3.285%, plus: +3.285%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.309%, plus: +5.309%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.049%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.229%, plus: +0.229%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.434%, plus: +0.435%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.170%, plus: +0.336%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.091%, plus: +0.067%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.409%, plus: -0.348%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.906%, plus: -0.900%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.281%, plus: +1.264%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.756%, plus: +0.756%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.119%, plus: +0.242%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.145%, plus: -2.596%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.351%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.429%, plus: +0.876%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.889%, plus: +1.889%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.914%, plus: +0.917%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.762%, plus: +1.778%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.214%, plus: -0.214%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.339%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.228%, plus: +0.583%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.326%, plus: +0.251%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.317%, plus: -0.211%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.899%, plus: +0.318%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.175%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.130%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.954%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.536%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.126%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.482%, plus: -0.332%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.246%, plus: -0.251%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.641%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.124%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.200%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.128%, plus: -8.128%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.175%, plus: +9.175%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.042%, plus: +3.670%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.334%, plus: +0.336%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.027%, plus: +1.542%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.422%, plus: -0.421%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.219%, plus: +0.214%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.283%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.304%, plus: +3.580%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.445%, plus: +0.446%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.216814e-03
+  - errors:
+    - {label: stat, symerror: +2.377%}
+    - asymerror: {minus: -0.812%, plus: +0.812%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.445%, plus: +4.445%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.078%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.282%, plus: +0.282%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.428%, plus: +0.429%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.064%, plus: +0.268%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.076%, plus: -0.860%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.018%, plus: -1.012%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.251%, plus: +1.195%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.844%, plus: +0.844%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.029%, plus: +0.192%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.864%, plus: -2.714%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.092%, plus: +0.176%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.582%, plus: +0.366%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.355%, plus: +2.355%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.939%, plus: +0.943%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.056%, plus: +0.464%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.749%, plus: +1.765%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.207%, plus: -0.207%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.015%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.064%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.374%, plus: -0.220%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.025%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.302%, plus: +0.584%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.017%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.452%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.572%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.802%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.362%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.614%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.676%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.094%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.489%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.589%, plus: -0.278%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.022%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.177%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.207%, plus: -0.206%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.965%, plus: -6.965%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.241%, plus: +10.241%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.193%, plus: +3.435%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.362%, plus: +0.363%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.960%, plus: +1.396%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.418%, plus: -0.417%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.131%, plus: -0.098%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.115%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.735%, plus: +4.033%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.409%, plus: +0.410%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.881116e-03
+  - errors:
+    - {label: stat, symerror: +3.155%}
+    - asymerror: {minus: +0.839%, plus: -0.839%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.508%, plus: +10.508%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.187%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.345%, plus: +0.346%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.485%, plus: +0.487%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.071%, plus: -0.072%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.236%, plus: +0.509%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.755%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.011%, plus: -0.281%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.090%, plus: -1.084%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.225%, plus: +1.187%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.016%, plus: +1.016%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.055%, plus: -2.071%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.224%, plus: -0.031%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.798%, plus: +0.494%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.202%, plus: +3.202%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.907%, plus: +0.911%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.740%, plus: +1.756%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.204%, plus: -0.204%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.132%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.108%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.139%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.079%, plus: -0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.590%, plus: -0.320%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.145%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.363%, plus: +0.664%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.369%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.103%, plus: -0.108%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.205%, plus: +0.301%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.477%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.027%, plus: +0.144%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.284%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.144%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.436%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.241%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.421%, plus: -0.291%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.546%, plus: -0.041%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.062%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.071%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.498%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.821%, plus: -7.821%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.845%, plus: +9.845%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.710%, plus: +3.459%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.395%, plus: +0.393%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.308%, plus: +1.551%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.430%, plus: -0.430%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.306%, plus: -0.125%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.253%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.188%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.703%, plus: +3.678%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.065%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.400%, plus: +0.401%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.493802e-03
+  - errors:
+    - {label: stat, symerror: +3.201%}
+    - asymerror: {minus: -5.116%, plus: +5.116%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.948%, plus: -1.948%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.132%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.460%, plus: +0.462%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.340%, plus: +0.184%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.214%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.058%, plus: -0.556%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.089%, plus: -1.082%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.215%, plus: +1.170%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.901%, plus: +0.901%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.281%, plus: +0.164%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.483%, plus: -2.547%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.011%, plus: +0.968%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.133%, plus: +3.133%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.055%, plus: +1.059%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.728%, plus: +1.743%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.169%, plus: -0.169%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.136%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.100%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.247%, plus: -0.409%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.201%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.057%, plus: -0.058%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.436%, plus: +0.242%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.029%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.025%, plus: -0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.459%, plus: +0.034%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.499%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.289%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.870%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.520%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.231%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.718%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.169%, plus: -0.480%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.002%, plus: -3.208%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.054%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.086%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.101%, plus: -0.262%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.432%, plus: -9.432%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.874%, plus: +6.874%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.163%, plus: +3.077%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.490%, plus: +0.491%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.103%, plus: +0.103%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.180%, plus: +1.126%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.460%, plus: -0.460%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.038%, plus: -0.257%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.027%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.283%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.699%, plus: +3.554%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.099%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.379%, plus: +0.380%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.601290e-03
+  - errors:
+    - {label: stat, symerror: +4.777%}
+    - asymerror: {minus: -6.929%, plus: +6.929%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.546%, plus: +8.546%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.169%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.618%, plus: +0.620%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.468%, plus: +0.469%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.154%, plus: +0.172%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.569%, plus: +0.144%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.048%, plus: -1.234%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.813%, plus: -0.807%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.144%, plus: +1.102%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.823%, plus: +0.823%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.104%, plus: -0.213%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.976%, plus: -2.273%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.524%, plus: +0.666%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.823%, plus: +2.823%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.290%, plus: +1.296%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.159%, plus: +0.354%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.670%, plus: +1.684%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.094%, plus: -0.094%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.024%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.018%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.056%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.253%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.029%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.242%, plus: -0.242%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.231%, plus: +0.227%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.838%, plus: +0.052%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.640%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.447%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.293%, plus: +0.127%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.513%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.678%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.097%, plus: -0.906%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.897%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.665%, plus: -2.204%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.362%, plus: +0.263%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.033%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.171%, plus: -0.276%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.149%, plus: -4.149%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.537%, plus: +10.537%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.572%, plus: +2.653%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.122%, plus: +0.122%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.052%, plus: +0.053%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.915%, plus: +0.922%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.261%, plus: +0.261%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.014%, plus: +1.082%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.601%, plus: -0.600%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.427%, plus: -0.589%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.003%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.025%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.606%, plus: +3.342%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.046%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.362%, plus: +0.363%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.134990e-04
+- header: {name: 'DSIG/DTT_PT (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.962552e-03
+   - value: 1.023680e-02
+   - value: 1.009377e-02
+   - value: 7.856228e-03
+   - value: 5.377202e-03
+   - value: 3.436858e-03
+   - value: 1.595714e-03
+   - value: 1.243497e-04
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 35.0, low: 0.0}
+  - {high: 75.0, low: 35.0}
+  - {high: 115.0, low: 75.0}
+  - {high: 155.0, low: 115.0}
+  - {high: 200.0, low: 155.0}
+  - {high: 250.0, low: 200.0}
+  - {high: 370.0, low: 250.0}
+  - {high: 1000.0, low: 370.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table300.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table300.yaml
new file mode 100644
index 0000000000..0aa87017b1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table300.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.114000e-02}
+  - {value: 4.568000e-02}
+  - {value: 6.164000e-03}
+  - {value: 4.568000e-02}
+  - {value: 4.393000e-02}
+  - {value: 5.426000e-03}
+  - {value: 6.164000e-03}
+  - {value: 5.426000e-03}
+  - {value: 1.019000e-03}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+  - {high: 1.00, low: 0.25}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table301.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table301.yaml
new file mode 100644
index 0000000000..e6834c8c32
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table301.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.250000e-02}
+  - {value: 1.626000e-02}
+  - {value: 2.052000e-02}
+  - {value: 6.729000e-04}
+  - {value: 3.522000e-03}
+  - {value: 5.789000e-03}
+  - {value: 6.111000e-03}
+  - {value: 2.694000e-04}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
+  - {high: 0.08, low: 0.00}
+  - {high: 0.14, low: 0.08}
+  - {high: 0.21, low: 0.14}
+  - {high: 1.00, low: 0.21}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table302.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table302.yaml
new file mode 100644
index 0000000000..335534fcfe
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table302.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.472000e-02}
+  - {value: 4.846000e-02}
+  - {value: 2.977000e-02}
+  - {value: 3.682000e-03}
+  - {value: 8.783000e-03}
+  - {value: 1.200000e-02}
+  - {value: 7.906000e-03}
+  - {value: 1.036000e-03}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
+  - {high: 0.10, low: 0.00}
+  - {high: 0.20, low: 0.10}
+  - {high: 0.31, low: 0.20}
+  - {high: 1.00, low: 0.31}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table303.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table303.yaml
new file mode 100644
index 0000000000..aebca9f5b5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table303.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.547000e-02}
+  - {value: 3.794000e-02}
+  - {value: 5.175000e-03}
+  - {value: 1.108000e-02}
+  - {value: 1.033000e-02}
+  - {value: 1.497000e-03}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.25, low: 0.12}
+  - {high: 1.00, low: 0.25}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table304.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table304.yaml
new file mode 100644
index 0000000000..5430f7343c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table304.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.272000e-02}
+  - {value: 1.160000e-02}
+  - {value: 1.160000e-02}
+  - {value: 3.645000e-03}
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
+  - {high: 1.00, low: 0.17}
+- header: {name: 'ABSPCROSS', units: 'GeV' }
+  values:
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
+  - {high: 0.17, low: 0.00}
+  - {high: 1.00, low: 0.17}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table305.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table305.yaml
new file mode 100644
index 0000000000..01d58d7704
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table305.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.489%}
+    - asymerror: {minus: +1.183%, plus: -1.183%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.885%, plus: +1.885%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.214%, plus: -0.214%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.098%, plus: +0.098%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.429%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.407%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.079%, plus: -1.099%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.129%, plus: +0.120%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.875%, plus: +0.875%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.403%, plus: -0.069%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.642%, plus: -0.359%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.421%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.417%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.723%, plus: +4.723%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.293%, plus: -0.294%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.543%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.060%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.172%, plus: -0.172%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.286%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.290%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.481%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.927%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.938%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.564%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.165%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +1.741%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.229%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.777%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.564%, plus: -2.313%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.025%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.148%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.132%, plus: +0.355%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -12.074%, plus: +12.074%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.892%, plus: -0.892%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.235%, plus: +0.792%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.098%, plus: -0.101%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.301%, plus: +0.467%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.161%, plus: +0.162%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.144%, plus: +0.096%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.038%, plus: +0.275%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.375%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.715%, plus: +0.220%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.316%, plus: -0.315%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.868601e-06
+  - errors:
+    - {label: stat, symerror: +2.119%}
+    - asymerror: {minus: +2.973%, plus: -2.973%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.235%, plus: -7.235%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.008%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.202%, plus: -0.201%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.486%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.064%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.221%, plus: -0.221%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.148%, plus: +0.132%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.801%, plus: +0.801%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.043%, plus: -0.271%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.530%, plus: +2.530%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.110%, plus: +0.110%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.015%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.013%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.072%, plus: -0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.072%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.043%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.686%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.425%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.809%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.448%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.111%, plus: -0.710%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.125%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.888%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.019%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.732%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.995%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.269%, plus: -0.262%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.359%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.992%, plus: +0.992%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.913%, plus: -0.913%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.021%, plus: -0.039%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.494%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.147%, plus: +0.147%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.207%, plus: -0.151%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.145%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.123%, plus: -0.276%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.347%, plus: -0.262%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.160%, plus: -0.160%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.347308e-06
+  - errors:
+    - {label: stat, symerror: +7.734%}
+    - asymerror: {minus: -8.028%, plus: +8.028%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.070%, plus: -4.070%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.017%, plus: -0.654%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.066%, plus: -0.067%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.064%, plus: +0.063%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.016%, plus: -0.034%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.038%, plus: +0.335%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.421%, plus: -0.419%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.056%, plus: +0.063%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.029%, plus: +0.007%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.711%, plus: +2.711%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.106%, plus: -0.346%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.268%, plus: +2.236%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.105%, plus: +0.788%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +1.018%, plus: -1.330%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.059%, plus: +6.059%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.340%, plus: +0.340%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.149%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.145%, plus: +0.143%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.035%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.329%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.199%, plus: -0.482%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.074%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.048%, plus: -0.295%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.101%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.786%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.630%, plus: -0.446%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.136%, plus: +0.141%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.883%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.649%, plus: -2.526%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.450%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.666%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.337%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.851%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.402%, plus: -0.370%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.084%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.906%, plus: -0.932%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.126%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -1.169%, plus: +0.516%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.044%, plus: +4.044%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.323%, plus: -4.323%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.168%, plus: -1.866%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.006%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.516%, plus: -1.493%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.310%, plus: -0.519%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.968%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.596%, plus: -1.021%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +3.464%, plus: -3.057%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.344%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.626876e-08
+- header: {name: '1/SIG*D2SIG/DT2_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.550277e-06
+   - value: 3.109962e-06
+   - value: 2.550084e-08
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 150.0, low: 0.0}
+  - {high: 235.0, low: 150.0}
+  - {high: 1000.0, low: 235.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table306.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table306.yaml
new file mode 100644
index 0000000000..d5ec5c6c58
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table306.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.046%}
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.868%, plus: +1.868%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.124%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.066%, plus: +0.292%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.268%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.115%, plus: -0.119%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.133%, plus: +0.148%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.678%, plus: +0.678%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.110%, plus: +0.261%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.772%, plus: -0.538%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.447%, plus: +0.331%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.944%, plus: +1.944%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.127%, plus: +0.127%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.177%, plus: +0.296%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.129%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.303%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.095%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.115%, plus: +0.538%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.009%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.009%, plus: +0.110%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.174%, plus: -0.010%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.399%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.118%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.218%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.030%, plus: +0.137%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.035%, plus: +2.451%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.023%, plus: -0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.217%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.337%, plus: -0.221%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.739%, plus: -7.739%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.731%, plus: +1.731%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.700%, plus: +1.126%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.002%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.268%, plus: +0.941%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.092%, plus: +0.092%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.103%, plus: -0.130%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.012%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.657%, plus: +0.629%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.106%, plus: -0.105%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.869927e-06
+  - errors:
+    - {label: stat, symerror: +1.976%}
+    - asymerror: {minus: -0.694%, plus: +0.694%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.599%, plus: +0.599%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.045%, plus: +0.044%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.205%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.340%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.435%, plus: +0.447%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.145%, plus: -0.133%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.743%, plus: +0.743%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.016%, plus: -0.025%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.833%, plus: +0.882%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.161%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.455%, plus: +1.455%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.089%, plus: +0.067%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.079%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.004%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.106%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.040%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.192%, plus: +0.083%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.369%, plus: +0.043%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.504%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.940%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.518%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.150%, plus: -0.355%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.491%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.739%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.188%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.027%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.412%, plus: +1.412%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.314%, plus: -1.314%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.941%, plus: -0.825%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.065%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.376%, plus: -0.579%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.013%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.074%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.030%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.064%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.371%, plus: -0.938%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.028%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.198%, plus: +0.197%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.790300e-06
+  - errors:
+    - {label: stat, symerror: +6.588%}
+    - asymerror: {minus: -3.307%, plus: +3.307%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.486%, plus: -6.486%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.501%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.276%, plus: +0.276%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.665%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -3.015%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -3.686%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.583%, plus: +0.603%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.390%, plus: -0.389%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.524%, plus: +2.524%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.279%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.471%, plus: +0.683%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.132%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.011%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.570%, plus: +4.570%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.127%, plus: -0.126%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.825%, plus: +0.046%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.164%, plus: +0.164%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.449%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.504%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.623%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.327%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.440%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -1.029%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.014%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.082%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -3.513%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -2.400%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -3.751%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -3.452%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.335%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.760%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.160%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -2.423%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.572%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -3.352%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.871%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.558%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.300%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -1.330%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.496%, plus: +3.496%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.787%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.038%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.716%, plus: -2.013%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.138%, plus: -0.139%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.232%, plus: +0.053%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.696%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.771%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.498%, plus: -1.456%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.309%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.316%, plus: +0.315%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.011137e-08
+- header: {name: '1/SIG*D2SIG/DT2_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.064120e-06
+   - value: 8.345388e-06
+   - value: 8.913870e-08
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 245.0, low: 0.0}
+  - {high: 340.0, low: 245.0}
+  - {high: 1000.0, low: 340.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table307.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table307.yaml
new file mode 100644
index 0000000000..ba7e59e975
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table307.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.901%}
+    - asymerror: {minus: +1.954%, plus: -1.954%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.552%, plus: +4.552%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.051%, plus: -0.285%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.205%, plus: -0.218%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.106%, plus: +0.104%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.132%, plus: +0.117%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.217%, plus: +1.217%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.384%, plus: -0.025%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.631%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.240%, plus: +0.379%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.725%, plus: +2.725%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.255%, plus: +0.253%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.355%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.090%, plus: +0.088%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.009%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.052%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.103%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.239%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.162%, plus: -0.016%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.799%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.275%, plus: -0.095%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.663%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.722%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.857%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.440%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.241%, plus: -0.169%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.359%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.239%, plus: -8.239%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.032%, plus: +2.032%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.618%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.097%, plus: +0.098%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.487%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.188%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.142%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.092150e-06
+  - errors:
+    - {label: stat, symerror: +2.697%}
+    - asymerror: {minus: -2.237%, plus: +2.237%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.270%, plus: +1.270%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.248%, plus: +0.247%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.187%, plus: -0.051%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.383%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.625%, plus: +0.634%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.271%, plus: -0.272%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.995%, plus: +0.995%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.064%, plus: +0.230%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.731%, plus: +0.907%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.254%, plus: -0.072%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.356%, plus: -0.315%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.172%, plus: +1.172%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.088%, plus: -0.087%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.499%, plus: -0.094%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.062%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.188%, plus: +0.189%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.092%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.105%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.383%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.129%, plus: -0.255%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.280%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.032%, plus: -0.530%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.344%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.319%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.112%, plus: +0.153%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.392%, plus: -0.459%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.031%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.139%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.637%, plus: +1.637%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.378%, plus: +0.378%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.052%, plus: -1.364%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.485%, plus: -0.534%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.236%, plus: -0.238%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.196%, plus: +0.115%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.168%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.334%, plus: -0.441%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.322%, plus: +0.321%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.425469e-06
+  - errors:
+    - {label: stat, symerror: +5.497%}
+    - asymerror: {minus: -9.592%, plus: +9.592%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.048%, plus: +8.048%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.363%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.512%, plus: +0.512%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.105%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.248%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.551%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.941%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.673%, plus: +0.684%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.446%, plus: -0.445%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.878%, plus: +1.878%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.401%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.042%, plus: +0.118%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.297%, plus: +0.093%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.081%, plus: -0.257%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.696%, plus: +1.696%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.287%, plus: -0.284%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.806%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.264%, plus: -0.260%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.292%, plus: +0.293%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.428%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.441%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.029%, plus: +0.039%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.328%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.897%, plus: +0.217%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.769%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.046%, plus: +0.460%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.294%, plus: +0.035%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.736%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.110%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.845%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.517%, plus: -0.929%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.855%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.360%, plus: -1.327%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.643%, plus: +0.375%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.063%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.406%, plus: -0.640%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.049%, plus: +3.049%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.548%, plus: +0.548%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.828%, plus: -1.303%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.083%, plus: +0.084%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.256%, plus: -0.615%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.629%, plus: -0.631%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.261%, plus: +0.342%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.040%, plus: -0.384%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.220%, plus: +0.272%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.434%, plus: +0.433%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.620575e-07
+- header: {name: '1/SIG*D2SIG/DT2_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.183655e-06
+   - value: 3.773520e-06
+   - value: 1.803976e-07
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 280.0, low: 0.0}
+  - {high: 395.0, low: 280.0}
+  - {high: 1000.0, low: 395.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table308.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table308.yaml
new file mode 100644
index 0000000000..5473a96db6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table308.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +6.055%}
+    - asymerror: {minus: +3.492%, plus: -3.492%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.025%, plus: -0.184%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.347%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.646%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.174%, plus: +0.139%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.291%, plus: +0.291%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.162%, plus: +0.152%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.906%, plus: +1.906%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.908%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.159%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.405%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.693%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.133%, plus: +4.133%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.199%, plus: +0.197%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.333%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.108%, plus: +0.105%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.148%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.132%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.200%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.393%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.095%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.616%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.030%, plus: -0.096%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.066%, plus: -0.417%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.625%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.416%, plus: -0.018%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.369%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.487%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +2.126%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.777%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.536%, plus: +0.047%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.909%, plus: +0.016%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.427%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.142%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.555%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.509%, plus: -10.509%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.858%, plus: -0.858%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.218%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.157%, plus: +0.159%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.140%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.215%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.215%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.146%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.176%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.438772e-08
+  - errors:
+    - {label: stat, symerror: +4.156%}
+    - asymerror: {minus: -1.988%, plus: +1.988%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.854%, plus: -1.854%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.310%, plus: +0.309%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.127%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.518%, plus: +0.019%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.149%, plus: +0.055%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.636%, plus: +0.643%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.222%, plus: -0.220%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.544%, plus: +1.544%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.002%, plus: +0.364%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.346%, plus: +0.756%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.113%, plus: -0.074%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.261%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.427%, plus: +1.427%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.082%, plus: -0.080%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.475%, plus: -0.142%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.184%, plus: +0.184%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.075%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.035%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.022%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.114%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.118%, plus: -0.303%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.056%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.153%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.211%, plus: +0.071%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.338%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.635%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.399%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.301%, plus: +0.175%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.229%, plus: +0.468%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.087%, plus: +0.549%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.270%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.513%, plus: +0.513%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.675%, plus: -0.675%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.306%, plus: -0.623%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.228%, plus: -0.330%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.241%, plus: -0.243%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.164%, plus: -0.148%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.035%, plus: +0.263%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.299%, plus: +0.385%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.296%, plus: +0.295%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.601114e-07
+  - errors:
+    - {label: stat, symerror: +5.075%}
+    - asymerror: {minus: -5.625%, plus: +5.625%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.627%, plus: -0.627%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.301%, plus: +0.377%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.508%, plus: +0.508%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.109%, plus: +0.109%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.081%, plus: +0.135%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.145%, plus: +0.397%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.736%, plus: +0.744%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.450%, plus: -0.444%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.373%, plus: +1.373%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.335%, plus: +0.403%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.689%, plus: -0.719%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.089%, plus: -0.045%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.123%, plus: +1.123%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.435%, plus: -0.430%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.563%, plus: -0.553%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.360%, plus: +0.362%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.184%, plus: +0.247%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.280%, plus: +0.343%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.234%, plus: +0.282%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.542%, plus: -0.376%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.047%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.255%, plus: +0.284%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.133%, plus: +0.174%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.043%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.184%, plus: +0.202%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.013%, plus: -0.033%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.528%, plus: -0.088%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.303%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.318%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.106%, plus: -0.191%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.328%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.364%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.200%, plus: +1.271%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.072%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.771%, plus: -0.841%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.859%, plus: +2.859%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.576%, plus: +1.576%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.113%, plus: -0.174%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.160%, plus: +0.160%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.167%, plus: -1.165%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.368%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.484%, plus: -0.369%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.819%, plus: +0.708%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.756%, plus: +2.021%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.168%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.399%, plus: +0.398%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.052219e-08
+- header: {name: '1/SIG*D2SIG/DT2_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.365169e-08
+   - value: 1.636404e-07
+   - value: 2.285981e-08
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 285.0, low: 0.0}
+  - {high: 405.0, low: 285.0}
+  - {high: 1000.0, low: 405.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table309.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table309.yaml
new file mode 100644
index 0000000000..5196114f53
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table309.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.369407e-14}
+  - {value: 2.981270e-15}
+  - {value: 1.369407e-16}
+  - {value: 2.981270e-15}
+  - {value: 2.793965e-14}
+  - {value: -1.424558e-16}
+  - {value: 1.369407e-16}
+  - {value: -1.424558e-16}
+  - {value: 1.684964e-17}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 1000.00, low: 235.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table31.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table31.yaml
new file mode 100644
index 0000000000..2094d8dc53
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table31.yaml
@@ -0,0 +1,202 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.545000e-06}
+  - {value: 1.379000e-06}
+  - {value: 1.513000e-06}
+  - {value: 1.419000e-06}
+  - {value: 9.309000e-07}
+  - {value: 5.981000e-07}
+  - {value: 2.665000e-07}
+  - {value: 2.193000e-08}
+  - {value: 1.379000e-06}
+  - {value: 1.513000e-06}
+  - {value: 1.632000e-06}
+  - {value: 1.399000e-06}
+  - {value: 9.535000e-07}
+  - {value: 5.796000e-07}
+  - {value: 2.707000e-07}
+  - {value: 1.877000e-08}
+  - {value: 1.513000e-06}
+  - {value: 1.632000e-06}
+  - {value: 1.938000e-06}
+  - {value: 1.584000e-06}
+  - {value: 1.030000e-06}
+  - {value: 6.325000e-07}
+  - {value: 3.087000e-07}
+  - {value: 2.081000e-08}
+  - {value: 1.419000e-06}
+  - {value: 1.399000e-06}
+  - {value: 1.584000e-06}
+  - {value: 1.606000e-06}
+  - {value: 1.040000e-06}
+  - {value: 7.087000e-07}
+  - {value: 2.747000e-07}
+  - {value: 2.215000e-08}
+  - {value: 9.309000e-07}
+  - {value: 9.535000e-07}
+  - {value: 1.030000e-06}
+  - {value: 1.040000e-06}
+  - {value: 7.641000e-07}
+  - {value: 4.917000e-07}
+  - {value: 1.747000e-07}
+  - {value: 1.453000e-08}
+  - {value: 5.981000e-07}
+  - {value: 5.796000e-07}
+  - {value: 6.325000e-07}
+  - {value: 7.087000e-07}
+  - {value: 4.917000e-07}
+  - {value: 3.983000e-07}
+  - {value: 1.142000e-07}
+  - {value: 1.054000e-08}
+  - {value: 2.665000e-07}
+  - {value: 2.707000e-07}
+  - {value: 3.087000e-07}
+  - {value: 2.747000e-07}
+  - {value: 1.747000e-07}
+  - {value: 1.142000e-07}
+  - {value: 5.985000e-08}
+  - {value: 3.701000e-09}
+  - {value: 2.193000e-08}
+  - {value: 1.877000e-08}
+  - {value: 2.081000e-08}
+  - {value: 2.215000e-08}
+  - {value: 1.453000e-08}
+  - {value: 1.054000e-08}
+  - {value: 3.701000e-09}
+  - {value: 4.121000e-10}
+independent_variables:
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+  values:
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+  - {high: 1000.00, low: 370.00}
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+- header: {name: 'TT_PT', units: 'GeV' }
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+  - {high: 370.00, low: 250.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 35.00, low: 0.00}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table310.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table310.yaml
new file mode 100644
index 0000000000..d07711ed43
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table310.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -7.198050e-14}
+  - {value: -1.408852e-14}
+  - {value: -5.096774e-16}
+  - {value: 1.360090e-14}
+  - {value: -7.584396e-15}
+  - {value: 5.810953e-16}
+  - {value: 3.357089e-16}
+  - {value: -2.572393e-16}
+  - {value: 8.612153e-18}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 245.00, low: 0.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 1000.00, low: 340.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table311.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table311.yaml
new file mode 100644
index 0000000000..35763ce044
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table311.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.283721e-13}
+  - {value: -5.408329e-14}
+  - {value: -8.679286e-16}
+  - {value: -5.408329e-14}
+  - {value: 1.055489e-13}
+  - {value: 6.358031e-16}
+  - {value: -8.679286e-16}
+  - {value: 6.358031e-16}
+  - {value: 6.120065e-17}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 245.00, low: 0.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 1000.00, low: 340.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table312.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table312.yaml
new file mode 100644
index 0000000000..043bb07ccf
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table312.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.131283e-14}
+  - {value: 3.619655e-17}
+  - {value: -1.870968e-16}
+  - {value: 5.602401e-15}
+  - {value: -9.039760e-15}
+  - {value: 2.694674e-16}
+  - {value: 2.315079e-16}
+  - {value: -1.165041e-15}
+  - {value: 3.546137e-17}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table313.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table313.yaml
new file mode 100644
index 0000000000..bb948c6024
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table313.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.305571e-14}
+  - {value: -1.938778e-14}
+  - {value: -2.929151e-16}
+  - {value: -2.122228e-14}
+  - {value: 2.111628e-14}
+  - {value: 5.319632e-16}
+  - {value: -1.270092e-15}
+  - {value: 4.871823e-16}
+  - {value: 7.883180e-17}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table314.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table314.yaml
new file mode 100644
index 0000000000..3e886b2680
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table314.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.496160e-14}
+  - {value: -7.971877e-15}
+  - {value: -4.361276e-16}
+  - {value: -7.971877e-15}
+  - {value: 2.762574e-14}
+  - {value: 1.585506e-15}
+  - {value: -4.361276e-16}
+  - {value: 1.585506e-15}
+  - {value: 5.207139e-16}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table315.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table315.yaml
new file mode 100644
index 0000000000..eb11fdb976
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table315.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.239041e-15}
+  - {value: -5.896609e-17}
+  - {value: -9.950372e-18}
+  - {value: -7.103391e-17}
+  - {value: -6.387097e-16}
+  - {value: 1.302730e-17}
+  - {value: 6.107527e-17}
+  - {value: -1.668321e-16}
+  - {value: 2.585608e-18}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table316.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table316.yaml
new file mode 100644
index 0000000000..3a7ca122e2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table316.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.944902e-15}
+  - {value: -7.737627e-16}
+  - {value: -2.024091e-17}
+  - {value: -4.102564e-16}
+  - {value: 1.450209e-15}
+  - {value: 9.314252e-18}
+  - {value: -1.213119e-16}
+  - {value: 1.157066e-16}
+  - {value: 4.832439e-18}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table317.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table317.yaml
new file mode 100644
index 0000000000..67150ff2d3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table317.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.502683e-16}
+  - {value: -5.099583e-16}
+  - {value: -5.860465e-17}
+  - {value: -3.875969e-16}
+  - {value: 6.108527e-16}
+  - {value: -4.787120e-18}
+  - {value: -8.336315e-17}
+  - {value: 1.461896e-16}
+  - {value: 1.880739e-17}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table318.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table318.yaml
new file mode 100644
index 0000000000..af2161ba9f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table318.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.890861e-17}
+  - {value: -5.780408e-18}
+  - {value: -4.318212e-18}
+  - {value: -5.780408e-18}
+  - {value: 1.196318e-16}
+  - {value: 7.608153e-18}
+  - {value: -4.318212e-18}
+  - {value: 7.608153e-18}
+  - {value: 4.139382e-18}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table319.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table319.yaml
new file mode 100644
index 0000000000..0986437772
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table319.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.742%}
+    - asymerror: {minus: -1.943%, plus: +1.943%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.925%, plus: +3.925%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.420%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.212%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.359%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.092%, plus: -2.082%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.253%, plus: +1.224%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.929%, plus: +0.929%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.271%, plus: -3.064%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.359%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.316%, plus: +0.796%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.329%, plus: +5.329%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.516%, plus: +0.513%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.479%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.692%, plus: +1.710%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.396%, plus: -0.395%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.229%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.226%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.334%, plus: -0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.277%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.110%, plus: +0.393%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.783%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.197%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.069%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.369%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.034%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.301%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.490%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +1.313%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.779%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.210%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.750%, plus: -3.108%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.136%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.227%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -9.153%, plus: +9.153%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.467%, plus: +7.467%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.350%, plus: +3.984%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.241%, plus: +0.238%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.603%, plus: +1.726%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.281%, plus: -0.280%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.053%, plus: +0.030%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.504%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.235%, plus: +3.681%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.154%, plus: +0.154%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.869432e-06
+  - errors:
+    - {label: stat, symerror: +2.240%}
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.377%, plus: -5.377%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.124%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.404%, plus: +0.404%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.164%, plus: -0.164%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.356%, plus: +0.225%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.699%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.086%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.225%, plus: -1.213%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.271%, plus: +1.236%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.855%, plus: +0.855%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.493%, plus: -3.079%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.314%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.687%, plus: +0.490%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.656%, plus: +2.656%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.916%, plus: +0.920%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.274%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.782%, plus: +1.799%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.315%, plus: -0.314%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.028%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.082%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.012%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.073%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.205%, plus: -0.336%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.022%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.489%, plus: +0.240%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.182%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.704%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.644%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.275%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.228%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.512%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.252%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.435%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.791%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.285%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.119%, plus: -2.793%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.257%, plus: -0.238%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.194%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.641%, plus: -1.641%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.445%, plus: +7.445%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.134%, plus: +3.127%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.213%, plus: +0.213%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.136%, plus: +0.136%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.349%, plus: +0.753%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.295%, plus: -0.295%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.299%, plus: -0.217%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.081%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.252%, plus: -0.370%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.211%, plus: +3.182%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.042%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.309%, plus: +0.310%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.931487e-06
+  - errors:
+    - {label: stat, symerror: +7.752%}
+    - asymerror: {minus: -11.444%, plus: +11.444%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.150%, plus: -2.150%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.513%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.211%, plus: +0.212%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.527%, plus: +0.529%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.207%, plus: -0.206%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.164%, plus: +0.204%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.252%, plus: +0.313%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.486%, plus: -1.448%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.945%, plus: -0.932%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.154%, plus: +1.110%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.719%, plus: +2.719%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.240%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.310%, plus: -0.540%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.725%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.280%, plus: -0.577%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.953%, plus: +5.953%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.144%, plus: +1.152%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.212%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.893%, plus: +1.912%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.247%, plus: -0.247%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.104%, plus: -0.104%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.009%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.425%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.139%, plus: -0.415%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.075%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.328%, plus: -0.559%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.044%, plus: -0.043%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -1.141%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.649%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.386%, plus: -0.725%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.977%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.510%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.271%, plus: -3.035%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -5.780%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -5.963%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.871%, plus: -0.437%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.419%, plus: -0.925%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.906%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.895%, plus: -0.908%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.096%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -1.006%, plus: +0.377%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.332%, plus: +1.332%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.747%, plus: +3.747%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.055%, plus: +1.242%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.333%, plus: +0.334%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.169%, plus: +0.169%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.798%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.314%, plus: -0.314%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.402%, plus: -0.585%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.905%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.726%, plus: -1.114%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.205%, plus: +0.291%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.436%, plus: +0.437%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.439641e-08
+- header: {name: 'D2SIG/DT2_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.293983e-06
+   - value: 6.607957e-06
+   - value: 5.418344e-08
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 150.0, low: 0.0}
+  - {high: 235.0, low: 150.0}
+  - {high: 1000.0, low: 235.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table32.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table32.yaml
new file mode 100644
index 0000000000..facc33c09a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table32.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DN_JETS (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.788%}
+    - asymerror: {minus: -3.415%, plus: +3.415%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.722%, plus: -1.722%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.082%, plus: +0.083%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.255%, plus: -0.322%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.337%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.555%, plus: +0.563%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.452%, plus: -0.426%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.746%, plus: +0.746%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.047%, plus: +0.022%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.761%, plus: +1.611%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.154%, plus: +0.049%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.107%, plus: +0.152%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.767%, plus: +0.767%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.220%, plus: -0.217%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.099%, plus: -0.193%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.137%, plus: +0.134%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.018%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.287%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.049%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.218%, plus: -0.344%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.187%, plus: +0.132%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.340%, plus: +0.007%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.044%, plus: -0.499%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.930%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.077%, plus: +0.138%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.038%, plus: -0.129%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.003%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.160%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.149%, plus: +2.149%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.466%, plus: -5.466%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.658%, plus: -1.786%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.779%, plus: -0.958%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.100%, plus: -0.113%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.198%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.194%, plus: -1.575%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.006%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.174%, plus: +0.173%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.398228e-01
+  - errors:
+    - {label: stat, symerror: +1.325%}
+    - asymerror: {minus: -0.270%, plus: +0.270%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.271%, plus: +1.271%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.089%, plus: -0.074%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.284%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.361%, plus: +0.365%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.143%, plus: -0.134%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.507%, plus: +0.507%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.531%, plus: +0.878%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.066%, plus: -0.028%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.901%, plus: +0.901%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.031%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.175%, plus: -0.099%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.094%, plus: +0.092%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.012%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.025%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.012%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.006%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.012%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.134%, plus: -0.053%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.324%, plus: +0.139%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.046%, plus: -0.279%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.356%, plus: +0.076%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.197%, plus: +0.380%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.092%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.167%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.052%, plus: -0.090%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.131%, plus: -0.463%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.394%, plus: +0.691%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.011%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.865%, plus: -0.865%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.095%, plus: -1.095%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.060%, plus: -0.932%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.070%, plus: -0.069%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.516%, plus: -0.396%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.069%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.085%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.944%, plus: -0.635%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.971935e-01
+  - errors:
+    - {label: stat, symerror: +1.485%}
+    - asymerror: {minus: +0.647%, plus: -0.647%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.201%, plus: +2.201%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.085%, plus: +0.165%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.098%, plus: +0.080%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.536%, plus: +0.536%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.314%, plus: -0.562%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.032%, plus: -0.028%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.141%, plus: -0.025%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.345%, plus: +1.345%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.005%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.018%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.020%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.045%, plus: -0.117%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.177%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.189%, plus: -0.147%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.449%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.398%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.025%, plus: -0.245%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.419%, plus: +0.985%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.893%, plus: -1.893%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.268%, plus: +0.268%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.691%, plus: +0.348%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.224%, plus: +0.108%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.131%, plus: -0.151%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.023%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.609%, plus: +0.353%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.879712e-01
+  - errors:
+    - {label: stat, symerror: +2.252%}
+    - asymerror: {minus: +2.052%, plus: -2.052%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.924%, plus: -4.924%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.170%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.275%, plus: +0.440%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.375%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.596%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.540%, plus: -0.547%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.256%, plus: +0.250%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.699%, plus: +0.699%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.315%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.543%, plus: -1.349%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.497%, plus: +2.497%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.148%, plus: +0.263%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.126%, plus: -0.123%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.049%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.016%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.031%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.028%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.281%, plus: -0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.095%, plus: +0.214%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.306%, plus: +0.506%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.536%, plus: -0.057%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.403%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.248%, plus: -0.010%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.382%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.168%, plus: -0.041%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.909%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.277%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.448%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.554%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.009%, plus: -0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.287%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.011%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.183%, plus: -0.246%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.244%, plus: +2.244%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.487%, plus: +4.487%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.332%, plus: +1.871%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.118%, plus: +0.118%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.800%, plus: +0.952%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.191%, plus: +0.210%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.061%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.227%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.317%, plus: +1.618%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.003%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.120%, plus: -0.119%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.645526e-01
+  - errors:
+    - {label: stat, symerror: +3.076%}
+    - asymerror: {minus: +1.113%, plus: -1.113%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.538%, plus: +0.538%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.118%, plus: -0.236%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.015%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.229%, plus: +0.142%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.421%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.257%, plus: +0.931%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.967%, plus: -0.981%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.482%, plus: +0.469%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.831%, plus: +0.831%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.374%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.078%, plus: -1.546%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.313%, plus: +4.313%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.047%, plus: +0.044%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.428%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.268%, plus: -0.262%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.050%, plus: -0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.067%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.061%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.062%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.093%, plus: -0.341%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.404%, plus: +0.223%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.796%, plus: -0.014%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.495%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.616%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.754%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.950%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.430%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.897%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.265%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.784%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.569%, plus: -5.734%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.259%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.200%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.021%, plus: +1.021%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.114%, plus: +4.114%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.864%, plus: +1.757%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.097%, plus: +0.097%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.932%, plus: +0.920%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.150%, plus: +0.150%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.051%, plus: +0.366%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.198%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.279%, plus: -0.377%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.008%, plus: +0.873%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.187%, plus: -0.186%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.209197e-02
+- header: {name: '1/SIG*DSIG/DN_JETS (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.561268e-01
+   - value: 3.085716e-01
+   - value: 2.783584e-01
+   - value: 1.600061e-01
+   - value: 1.938743e-02
+independent_variables:
+- header: {name: 'N_JETS', units: ''}
+  values:
+  - {high: 6.5, low: 5.5}
+  - {high: 7.5, low: 6.5}
+  - {high: 8.5, low: 7.5}
+  - {high: 9.5, low: 8.5}
+  - {high: 14.5, low: 9.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table320.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table320.yaml
new file mode 100644
index 0000000000..fc1e20bdbe
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table320.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.180%}
+    - asymerror: {minus: -3.089%, plus: +3.089%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.908%, plus: +3.908%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.256%, plus: +0.225%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.239%, plus: +0.239%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.432%, plus: +0.433%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.129%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.246%, plus: +0.531%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.263%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.099%, plus: -0.768%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.118%, plus: -1.112%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.256%, plus: +1.252%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.722%, plus: +0.722%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.230%, plus: +0.368%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.404%, plus: -3.238%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.174%, plus: +1.097%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.994%, plus: +1.994%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.933%, plus: +0.938%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.241%, plus: +0.428%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.791%, plus: +1.808%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.281%, plus: -0.281%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.107%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.008%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.189%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.584%, plus: -0.348%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.160%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.472%, plus: +0.932%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.002%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.436%, plus: +0.039%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.282%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.850%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.600%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.532%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.024%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.957%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.491%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.421%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.616%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.022%, plus: -0.039%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.229%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.059%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.503%, plus: -0.359%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.144%, plus: -10.144%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.311%, plus: +10.311%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.832%, plus: +4.328%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.337%, plus: +0.338%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.571%, plus: +2.207%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.350%, plus: -0.349%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.108%, plus: -0.063%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.167%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.180%, plus: +4.104%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.064%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.364%, plus: +0.364%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.013707e-06
+  - errors:
+    - {label: stat, symerror: +2.001%}
+    - asymerror: {minus: -3.879%, plus: +3.879%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.614%, plus: +2.614%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.142%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.322%, plus: +0.322%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.467%, plus: +0.468%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.170%, plus: -0.170%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.171%, plus: +0.033%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.420%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.369%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.562%, plus: -0.552%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.981%, plus: +0.968%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.776%, plus: +0.776%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.104%, plus: +0.081%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.757%, plus: -1.857%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.570%, plus: +0.822%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.176%, plus: +1.176%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.807%, plus: +0.809%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.153%, plus: +0.199%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.828%, plus: +1.844%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.161%, plus: -0.161%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.107%, plus: -0.107%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.099%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.166%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.041%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.148%, plus: -0.283%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.433%, plus: +0.212%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.691%, plus: +0.059%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.470%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.207%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.214%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.878%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.331%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.891%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.557%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.170%, plus: -0.798%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.045%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.046%, plus: -1.547%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.176%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.232%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.232%, plus: -1.232%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.010%, plus: +7.010%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.243%, plus: +2.316%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.404%, plus: +0.406%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.098%, plus: +0.098%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.936%, plus: +0.667%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.430%, plus: -0.429%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.094%, plus: -0.165%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.224%, plus: +2.482%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.666%, plus: +0.668%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.613188e-05
+  - errors:
+    - {label: stat, symerror: +6.595%}
+    - asymerror: {minus: -6.574%, plus: +6.574%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.614%, plus: -4.614%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.553%, plus: +0.555%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.529%, plus: +0.530%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.145%, plus: -0.145%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.471%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -3.223%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -4.681%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.413%, plus: -0.397%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.739%, plus: +0.709%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.534%, plus: +2.534%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.173%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.076%, plus: -2.051%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.021%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.687%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.455%, plus: +4.455%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.681%, plus: +0.683%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.889%, plus: +0.178%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.699%, plus: +1.712%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.492%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.088%, plus: -0.409%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.438%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.624%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.346%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.641%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.012%, plus: -0.085%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -3.995%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -2.673%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -4.561%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -4.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.702%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -6.083%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -5.469%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -2.833%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -3.005%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -3.890%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.057%, plus: -0.254%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.570%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.330%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -1.466%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.798%, plus: +0.798%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.489%, plus: +8.489%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.476%, plus: +0.291%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.377%, plus: +0.379%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.154%, plus: +0.154%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.785%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.581%, plus: -0.579%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.731%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.643%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.066%, plus: +1.947%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.783%, plus: +0.786%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.658918e-07
+- header: {name: 'D2SIG/DT2_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.635324e-06
+   - value: 1.773204e-05
+   - value: 1.893993e-07
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 245.0, low: 0.0}
+  - {high: 340.0, low: 245.0}
+  - {high: 1000.0, low: 340.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table321.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table321.yaml
new file mode 100644
index 0000000000..4f9de1219d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table321.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.997%}
+    - asymerror: {minus: -1.147%, plus: +1.147%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.645%, plus: +6.645%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.121%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.288%, plus: +0.288%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.441%, plus: +0.442%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.141%, plus: -0.141%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.240%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.052%, plus: -1.124%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.895%, plus: -0.891%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.255%, plus: +1.220%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.244%, plus: +1.244%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.263%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.259%, plus: -2.587%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.341%, plus: -0.058%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.968%, plus: +1.145%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.660%, plus: +2.660%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.059%, plus: +1.064%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.071%, plus: +0.488%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.839%, plus: +1.857%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.245%, plus: -0.245%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.052%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.148%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.042%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.177%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.119%, plus: +0.376%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.339%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.077%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.048%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.558%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.285%, plus: -0.410%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.709%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.398%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.135%, plus: -0.006%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.258%, plus: -0.725%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.517%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.265%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.631%, plus: -10.631%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.638%, plus: +10.638%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.645%, plus: +3.804%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.436%, plus: +0.437%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.899%, plus: +1.746%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.360%, plus: -0.360%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.185%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.864%, plus: +4.634%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.405%, plus: +0.406%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.261584e-06
+  - errors:
+    - {label: stat, symerror: +2.734%}
+    - asymerror: {minus: -5.470%, plus: +5.470%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.298%, plus: +3.298%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.007%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.525%, plus: +0.526%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.525%, plus: +0.527%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.122%, plus: -0.654%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.370%, plus: -0.366%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.857%, plus: +0.827%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.024%, plus: +1.024%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.183%, plus: +0.337%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.862%, plus: -1.833%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.367%, plus: -0.134%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.376%, plus: +0.446%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.711%, plus: +0.711%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.719%, plus: +0.722%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.434%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.689%, plus: +1.703%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.187%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.019%, plus: +0.235%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.174%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.377%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.535%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.534%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.838%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.049%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.750%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.456%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.548%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.762%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.405%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.577%, plus: -1.269%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.019%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.042%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.026%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.013%, plus: -1.013%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.845%, plus: +8.845%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.136%, plus: +1.760%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.360%, plus: +0.360%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.125%, plus: +0.125%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.827%, plus: +0.713%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.680%, plus: -0.678%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.104%, plus: +0.049%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.140%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.039%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.224%, plus: +2.997%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.017%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.790%, plus: +0.793%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.093339e-06
+  - errors:
+    - {label: stat, symerror: +5.509%}
+    - asymerror: {minus: -13.058%, plus: +13.058%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.212%, plus: +10.212%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.788%, plus: +0.791%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.569%, plus: +0.570%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.573%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.964%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.322%, plus: -0.317%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.683%, plus: +0.652%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.887%, plus: +1.887%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.520%, plus: +0.021%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.543%, plus: -2.601%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.185%, plus: +0.031%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.650%, plus: +0.505%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.322%, plus: +1.322%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.522%, plus: +0.523%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.869%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.491%, plus: +1.502%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.295%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.307%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.276%, plus: -0.344%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.546%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.032%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.027%, plus: +0.035%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.827%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.137%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.210%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.868%, plus: +0.339%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.661%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.108%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -4.444%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.262%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.537%, plus: -1.370%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.407%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.545%, plus: -2.131%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.655%, plus: +0.399%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.093%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.572%, plus: -0.778%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.363%, plus: +0.363%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.029%, plus: +9.029%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.352%, plus: +1.822%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.422%, plus: +0.423%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.191%, plus: +0.191%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.053%, plus: +0.631%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.074%, plus: -1.069%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.170%, plus: +0.276%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.104%, plus: -0.437%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.092%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.561%, plus: +2.491%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.119%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.901%, plus: +0.905%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.355830e-07
+- header: {name: 'D2SIG/DT2_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.514995e-06
+   - value: 8.017865e-06
+   - value: 3.833037e-07
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 280.0, low: 0.0}
+  - {high: 395.0, low: 280.0}
+  - {high: 1000.0, low: 395.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table322.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table322.yaml
new file mode 100644
index 0000000000..b5a9011f34
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table322.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +6.130%}
+    - asymerror: {minus: +0.439%, plus: -0.439%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.973%, plus: +1.973%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.307%, plus: +0.307%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.485%, plus: +0.487%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.134%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.859%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.896%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.708%, plus: -0.706%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.285%, plus: +1.256%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.924%, plus: +1.924%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.027%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.347%, plus: -4.815%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.467%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.418%, plus: +0.314%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.077%, plus: +4.077%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.004%, plus: +1.008%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.396%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.856%, plus: +1.873%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.225%, plus: -0.225%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.036%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.140%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.388%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.809%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.023%, plus: -0.097%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.031%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.866%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.464%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.697%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.963%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.516%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.675%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.798%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.403%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.543%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +12.842%, plus: -12.842%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.505%, plus: +7.505%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.302%, plus: +2.886%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.496%, plus: +0.499%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.194%, plus: +0.194%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -3.418%, plus: +1.005%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.367%, plus: -0.366%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.307%, plus: -0.018%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.098%, plus: -0.243%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.581%, plus: +3.627%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.144%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.453%, plus: +0.454%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.126242e-07
+  - errors:
+    - {label: stat, symerror: +4.175%}
+    - asymerror: {minus: -5.213%, plus: +5.213%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.111%, plus: +0.111%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.049%, plus: +0.205%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.586%, plus: +0.588%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.531%, plus: +0.532%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.106%, plus: -0.106%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.178%, plus: +0.111%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.731%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.979%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.360%, plus: -0.357%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.905%, plus: +0.880%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.559%, plus: +1.559%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.122%, plus: +0.471%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.256%, plus: -1.980%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.226%, plus: -0.137%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.508%, plus: +1.026%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.998%, plus: +0.998%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.726%, plus: +0.728%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.410%, plus: -0.010%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.678%, plus: +1.692%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.131%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.082%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.126%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.165%, plus: -0.236%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.115%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.240%, plus: +0.088%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.058%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.652%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.051%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.166%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.167%, plus: +0.110%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.220%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.995%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.684%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.047%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.099%, plus: +0.574%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.436%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.107%, plus: -2.107%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.703%, plus: +7.703%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.890%, plus: +2.524%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.441%, plus: +0.442%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.172%, plus: +0.172%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.081%, plus: +0.920%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.685%, plus: -0.683%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.080%, plus: -0.300%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.229%, plus: -0.202%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.834%, plus: +3.851%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.764%, plus: +0.767%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.315530e-07
+  - errors:
+    - {label: stat, symerror: +5.095%}
+    - asymerror: {minus: -8.966%, plus: +8.966%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.363%, plus: +1.363%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.433%, plus: +0.520%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.784%, plus: +0.787%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.572%, plus: +0.574%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.261%, plus: +0.374%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.310%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.640%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.259%, plus: -0.257%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.680%, plus: +0.653%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.370%, plus: +1.370%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.454%, plus: +0.510%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.319%, plus: -3.415%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.202%, plus: -0.107%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.913%, plus: +0.749%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.524%, plus: +0.524%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.375%, plus: +0.376%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.162%, plus: +0.039%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.197%, plus: +1.204%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.137%, plus: +0.137%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.228%, plus: +0.316%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.185%, plus: +0.266%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.294%, plus: +0.349%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.541%, plus: -0.386%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.233%, plus: -0.256%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.319%, plus: +0.379%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.490%, plus: +0.567%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.042%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.683%, plus: +0.178%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.313%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.007%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.307%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.677%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.203%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.125%, plus: -0.635%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.883%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.522%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.212%, plus: +1.296%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.102%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.937%, plus: -0.978%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.177%, plus: +0.177%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.143%, plus: +10.143%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.045%, plus: +2.987%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.498%, plus: +0.500%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.203%, plus: +1.397%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.615%, plus: -1.601%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.460%, plus: -0.060%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.549%, plus: -0.422%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.691%, plus: +0.613%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.240%, plus: +5.544%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.200%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.867%, plus: +0.870%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.249663e-08
+- header: {name: 'D2SIG/DT2_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.139976e-07
+   - value: 3.476984e-07
+   - value: 4.857186e-08
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 285.0, low: 0.0}
+  - {high: 405.0, low: 285.0}
+  - {high: 1000.0, low: 405.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table323.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table323.yaml
new file mode 100644
index 0000000000..ce5347c229
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table323.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.402706e-13}
+  - {value: 2.791363e-13}
+  - {value: 1.801509e-15}
+  - {value: 2.791363e-13}
+  - {value: 6.784599e-13}
+  - {value: 2.355619e-15}
+  - {value: 1.801509e-15}
+  - {value: 2.355619e-15}
+  - {value: 8.129553e-17}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 1000.00, low: 235.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table324.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table324.yaml
new file mode 100644
index 0000000000..9c4beec038
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table324.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.185296e-13}
+  - {value: 9.444861e-13}
+  - {value: 4.079520e-15}
+  - {value: 5.799700e-13}
+  - {value: 1.112528e-12}
+  - {value: 7.914479e-15}
+  - {value: 8.259565e-15}
+  - {value: 1.297824e-14}
+  - {value: 1.144036e-16}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 245.00, low: 0.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 1000.00, low: 340.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table325.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table325.yaml
new file mode 100644
index 0000000000..c6b835d472
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table325.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.094105e-12}
+  - {value: 1.929043e-12}
+  - {value: 2.021850e-14}
+  - {value: 1.929043e-12}
+  - {value: 2.708491e-12}
+  - {value: 3.186587e-14}
+  - {value: 2.021850e-14}
+  - {value: 3.186587e-14}
+  - {value: 6.029205e-16}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 245.00, low: 0.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 1000.00, low: 340.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table326.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table326.yaml
new file mode 100644
index 0000000000..f1141897b4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table326.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.120030e-14}
+  - {value: 2.896474e-13}
+  - {value: 1.011253e-15}
+  - {value: 3.206302e-13}
+  - {value: 5.816204e-13}
+  - {value: 4.435859e-15}
+  - {value: 2.184546e-14}
+  - {value: 3.587397e-14}
+  - {value: 3.967742e-16}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table327.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table327.yaml
new file mode 100644
index 0000000000..8e5d81967e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table327.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.869118e-13}
+  - {value: 5.419145e-13}
+  - {value: 5.657112e-15}
+  - {value: 9.938345e-13}
+  - {value: 1.357491e-12}
+  - {value: 1.756842e-14}
+  - {value: 5.786912e-14}
+  - {value: 8.945376e-14}
+  - {value: 1.288480e-15}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table328.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table328.yaml
new file mode 100644
index 0000000000..e405cae71f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table328.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.921471e-13}
+  - {value: 2.792861e-13}
+  - {value: 1.634397e-14}
+  - {value: 2.792861e-13}
+  - {value: 7.952407e-13}
+  - {value: 5.029746e-14}
+  - {value: 1.634397e-14}
+  - {value: 5.029746e-14}
+  - {value: 4.690103e-15}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table329.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table329.yaml
new file mode 100644
index 0000000000..edfe2114cd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table329.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.373863e-16}
+  - {value: 1.115798e-14}
+  - {value: 2.721257e-17}
+  - {value: 1.161290e-14}
+  - {value: 2.289495e-14}
+  - {value: 1.822994e-16}
+  - {value: 2.527709e-15}
+  - {value: 3.875931e-15}
+  - {value: 3.726220e-17}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 235.00, low: 150.00}
+  - {high: 1000.00, low: 235.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table33.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table33.yaml
new file mode 100644
index 0000000000..f14bcdde09
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table33.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.562000e-04}
+  - {value: 5.137000e-05}
+  - {value: -5.572000e-05}
+  - {value: -9.595000e-05}
+  - {value: -1.117000e-05}
+  - {value: 5.137000e-05}
+  - {value: 8.202000e-05}
+  - {value: -5.070000e-06}
+  - {value: -7.723000e-05}
+  - {value: -1.022000e-05}
+  - {value: -5.572000e-05}
+  - {value: -5.070000e-06}
+  - {value: 9.318000e-05}
+  - {value: -1.245000e-05}
+  - {value: -3.990000e-06}
+  - {value: -9.595000e-05}
+  - {value: -7.723000e-05}
+  - {value: -1.245000e-05}
+  - {value: 1.398000e-04}
+  - {value: 9.171000e-06}
+  - {value: -1.117000e-05}
+  - {value: -1.022000e-05}
+  - {value: -3.990000e-06}
+  - {value: 9.171000e-06}
+  - {value: 3.242000e-06}
+independent_variables:
+- header: {name: 'N_JETS'}
+  values:
+  - {high: 6.50, low: 5.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 14.50, low: 9.50}
+- header: {name: 'N_JETS'}
+  values:
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table330.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table330.yaml
new file mode 100644
index 0000000000..5cfeccef45
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table330.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.640429e-14}
+  - {value: 2.096601e-14}
+  - {value: 1.912940e-16}
+  - {value: 4.500894e-14}
+  - {value: 5.722123e-14}
+  - {value: 6.833631e-16}
+  - {value: 6.933810e-15}
+  - {value: 1.009183e-14}
+  - {value: 1.299463e-16}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
+  - {high: 245.00, low: 0.00}
+  - {high: 340.00, low: 245.00}
+  - {high: 1000.00, low: 340.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table331.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table331.yaml
new file mode 100644
index 0000000000..6c1a49869c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table331.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.580203e-15}
+  - {value: 1.027788e-14}
+  - {value: 5.063804e-16}
+  - {value: 1.189744e-14}
+  - {value: 3.072153e-14}
+  - {value: 1.877639e-15}
+  - {value: 1.801073e-15}
+  - {value: 5.540847e-15}
+  - {value: 3.766249e-16}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 395.00, low: 280.00}
+  - {high: 1000.00, low: 395.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table332.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table332.yaml
new file mode 100644
index 0000000000..ad6a6e79c4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table332.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.583826e-16}
+  - {value: 5.030901e-16}
+  - {value: 6.874425e-17}
+  - {value: 5.030901e-16}
+  - {value: 1.652597e-15}
+  - {value: 2.416568e-16}
+  - {value: 6.874425e-17}
+  - {value: 2.416568e-16}
+  - {value: 5.207101e-17}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 285.00, low: 0.00}
+  - {high: 405.00, low: 285.00}
+  - {high: 1000.00, low: 405.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table333.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table333.yaml
new file mode 100644
index 0000000000..2389d20f53
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table333.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.078%}
+    - asymerror: {minus: +0.822%, plus: -0.822%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.689%, plus: -5.689%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.105%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.315%, plus: -0.314%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.015%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.164%, plus: +0.159%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.422%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.027%, plus: -0.397%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.436%, plus: -0.441%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.213%, plus: +0.211%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.874%, plus: +0.874%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.298%, plus: -0.488%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.541%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.215%, plus: -0.186%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.246%, plus: -0.287%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.164%, plus: +3.164%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.107%, plus: -0.106%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.451%, plus: -0.563%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.077%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.189%, plus: -0.189%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.141%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.032%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.501%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.223%, plus: +0.718%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.699%, plus: -0.196%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.853%, plus: +0.338%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.125%, plus: -0.001%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.501%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.308%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.152%, plus: +0.864%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.385%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.990%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.017%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.239%, plus: -0.377%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.062%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.451%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.562%, plus: +1.562%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.376%, plus: -1.376%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.321%, plus: +0.706%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.136%, plus: -0.135%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.176%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.160%, plus: +0.161%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.681%, plus: -0.344%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.163%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.299%, plus: -0.217%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.147%, plus: +0.355%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.216%, plus: -0.215%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.491882e-06
+  - errors:
+    - {label: stat, symerror: +2.359%}
+    - asymerror: {minus: +2.802%, plus: -2.802%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.687%, plus: -1.687%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.279%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.111%, plus: -0.110%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.340%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.429%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.809%, plus: -0.822%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.093%, plus: +0.070%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.771%, plus: +0.771%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.020%, plus: +1.901%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.264%, plus: +0.346%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.199%, plus: -0.030%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.691%, plus: +3.691%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.002%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.109%, plus: +0.246%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.085%, plus: -0.082%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.213%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.236%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.131%, plus: +0.006%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.720%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.437%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.147%, plus: -0.068%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.538%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.233%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.289%, plus: -0.167%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.309%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.296%, plus: -0.918%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.238%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.105%, plus: +0.351%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.143%, plus: +6.143%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.462%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.098%, plus: -0.102%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.175%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.156%, plus: +0.156%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.480%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.092%, plus: +0.320%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.234%, plus: -0.259%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.468%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.266%, plus: -0.265%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.232271e-07
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.042892e-06
+   - value: 2.983298e-07
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 125.0, low: 0.0}
+  - {high: 1000.0, low: 125.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table334.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table334.yaml
new file mode 100644
index 0000000000..a67ed12a25
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table334.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.608%}
+    - asymerror: {minus: -0.190%, plus: +0.190%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.426%, plus: +0.426%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.396%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.002%, plus: -0.763%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.295%, plus: +0.301%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.036%, plus: -0.007%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.579%, plus: +0.579%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.157%, plus: +0.023%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.576%, plus: +0.787%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.386%, plus: +0.168%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.356%, plus: +1.356%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.020%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.325%, plus: +0.072%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.112%, plus: +0.109%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.022%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.075%, plus: +0.061%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.002%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.372%, plus: +0.106%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.353%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.896%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.629%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.100%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.289%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.010%, plus: -0.609%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.633%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.135%, plus: +0.933%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.065%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.065%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.487%, plus: -1.487%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.108%, plus: -0.306%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.024%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.075%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.244%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.086%, plus: -0.843%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.077%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.783654e-06
+  - errors:
+    - {label: stat, symerror: +3.164%}
+    - asymerror: {minus: -0.554%, plus: +0.554%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.406%, plus: +4.406%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.186%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.045%, plus: +0.044%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.260%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.364%, plus: -0.124%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.145%, plus: +1.607%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.174%, plus: -0.176%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.051%, plus: +0.027%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.025%, plus: +1.025%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.553%, plus: -10.386%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.035%, plus: +0.268%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.149%, plus: +3.149%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.136%, plus: +0.136%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.462%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.038%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.092%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.247%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.232%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.153%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.146%, plus: +0.427%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.394%, plus: -0.203%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.375%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.338%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.705%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.024%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.780%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.085%, plus: +0.634%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.891%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.963%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.050%, plus: -0.071%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.278%, plus: +0.303%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.449%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.961%, plus: -2.961%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.241%, plus: +0.241%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.013%, plus: +1.477%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.090%, plus: +0.091%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +1.003%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.015%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -3.565%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.081%, plus: -0.208%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.113%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.805%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.056%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.915665e-06
+  - errors:
+    - {label: stat, symerror: +6.096%}
+    - asymerror: {minus: -0.725%, plus: +0.725%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.399%, plus: -1.399%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.224%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.258%, plus: +0.259%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.099%, plus: +0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.029%, plus: +0.014%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.334%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.076%, plus: -0.077%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.005%, plus: -0.021%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.292%, plus: +1.292%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.191%, plus: -0.028%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -12.268%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.201%, plus: +0.248%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.276%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.902%, plus: +4.902%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.212%, plus: +0.209%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.177%, plus: +0.224%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.137%, plus: -0.135%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.097%, plus: +0.097%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.142%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.059%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.277%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.447%, plus: -0.618%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.440%, plus: -0.015%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.632%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.316%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.163%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.585%, plus: +0.189%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.175%, plus: -0.189%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.292%, plus: -0.900%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.045%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.411%, plus: +0.564%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.057%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.281%, plus: -0.409%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.679%, plus: -6.679%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.263%, plus: +2.263%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.108%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.074%, plus: +0.074%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.400%, plus: +0.402%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.146%, plus: +0.146%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.192%, plus: -0.512%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.134%, plus: -0.136%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -5.028%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.348%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.020%, plus: +0.566%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.193%, plus: -0.308%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.059%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.658120e-07
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.429420e-06
+   - value: 3.044217e-06
+   - value: 1.804596e-07
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 150.0, low: 0.0}
+  - {high: 300.0, low: 150.0}
+  - {high: 1000.0, low: 300.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table335.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table335.yaml
new file mode 100644
index 0000000000..890be8e0dd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table335.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.305%}
+    - asymerror: {minus: -2.475%, plus: +2.475%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.819%, plus: +2.819%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.200%, plus: +0.200%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.120%, plus: -0.114%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.268%, plus: -0.195%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.025%, plus: +0.189%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.559%, plus: +0.567%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.195%, plus: -0.191%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.866%, plus: +0.866%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.021%, plus: +0.065%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.217%, plus: +1.322%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.262%, plus: -0.055%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.324%, plus: +1.324%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.040%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.266%, plus: -0.124%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.003%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.039%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.024%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.089%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.055%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.278%, plus: -0.044%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.239%, plus: -0.086%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.287%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.102%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.113%, plus: +0.174%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.806%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.357%, plus: -0.357%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.223%, plus: +0.223%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.260%, plus: -0.717%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.410%, plus: -0.185%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.146%, plus: -0.147%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.229%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.082%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.504%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.007%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.242%, plus: +0.241%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.873717e-06
+  - errors:
+    - {label: stat, symerror: +5.030%}
+    - asymerror: {minus: +1.612%, plus: -1.612%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.272%, plus: +6.272%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.013%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.143%, plus: +0.142%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.218%, plus: -0.270%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.888%, plus: +0.136%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.067%, plus: -0.487%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.204%, plus: +0.206%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.040%, plus: -0.064%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.414%, plus: +1.414%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.342%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.568%, plus: +7.909%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.376%, plus: -0.123%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.392%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.078%, plus: +3.078%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.112%, plus: +0.111%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.631%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.132%, plus: -0.131%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.160%, plus: +0.160%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.032%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.051%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.099%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.366%, plus: -0.087%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.032%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.817%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.512%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.377%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.997%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.498%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.254%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.190%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.548%, plus: -1.079%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.322%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.343%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.087%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.628%, plus: -1.628%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.231%, plus: +2.231%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +3.790%, plus: -0.738%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.519%, plus: -0.124%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.201%, plus: -0.202%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.316%, plus: -0.426%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.034%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.448%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.239%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.096%, plus: +0.095%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.102535e-06
+  - errors:
+    - {label: stat, symerror: +9.877%}
+    - asymerror: {minus: -4.992%, plus: +4.992%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.511%, plus: +2.511%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.285%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.353%, plus: +0.352%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.114%, plus: +0.115%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.401%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.610%, plus: -0.720%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.966%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.197%, plus: +0.198%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.043%, plus: -0.101%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.595%, plus: +1.595%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.089%, plus: -0.036%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.149%, plus: +7.844%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.281%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.103%, plus: +5.103%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.181%, plus: +0.179%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.448%, plus: +0.102%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.130%, plus: -0.129%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.167%, plus: +0.168%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.086%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.276%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.198%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.264%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.136%, plus: -0.136%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.386%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.867%, plus: -0.045%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.344%, plus: +0.252%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.529%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.254%, plus: -0.048%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.889%, plus: -0.149%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.455%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.246%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.577%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.787%, plus: -0.487%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.484%, plus: +0.856%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.191%, plus: -0.886%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.305%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.319%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.518%, plus: -4.518%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.760%, plus: +0.760%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +3.177%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.481%, plus: +0.483%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.177%, plus: +0.177%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.609%, plus: -0.400%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.392%, plus: -0.394%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.725%, plus: -0.138%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.328%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.344%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.192%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.085%, plus: +0.084%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.717559e-08
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.150034e-06
+   - value: 1.281686e-06
+   - value: 8.537425e-08
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 150.0, low: 0.0}
+  - {high: 300.0, low: 150.0}
+  - {high: 1000.0, low: 300.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table336.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table336.yaml
new file mode 100644
index 0000000000..6f40ad6012
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table336.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.250%}
+    - asymerror: {minus: -3.707%, plus: +3.707%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.557%, plus: -4.557%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.087%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.286%, plus: +0.285%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.426%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.125%, plus: +0.415%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.652%, plus: +0.658%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.227%, plus: -0.221%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.150%, plus: +1.150%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.439%, plus: +0.137%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.034%, plus: -0.166%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.292%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.220%, plus: +0.087%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.409%, plus: +1.409%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.146%, plus: -0.145%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.343%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.121%, plus: -0.119%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.168%, plus: +0.169%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.007%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.143%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.070%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.130%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.329%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.017%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.154%, plus: +0.160%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.060%, plus: -0.026%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.036%, plus: -0.104%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.096%, plus: +0.735%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.666%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.154%, plus: +0.139%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.761%, plus: +0.319%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.414%, plus: +0.380%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.018%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.143%, plus: -0.385%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.010%, plus: -2.010%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.853%, plus: -0.853%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.080%, plus: -0.499%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.062%, plus: +0.063%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.638%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.376%, plus: -0.375%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.543%, plus: -0.189%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.066%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.247%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.513%, plus: +0.885%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.047%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.277%, plus: +0.276%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.093209e-07
+  - errors:
+    - {label: stat, symerror: +6.529%}
+    - asymerror: {minus: +5.925%, plus: -5.925%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.005%, plus: +10.005%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.277%, plus: +0.276%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.076%, plus: +0.077%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.121%, plus: -0.001%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.550%, plus: +0.343%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.382%, plus: +0.019%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.360%, plus: +0.362%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.034%, plus: -0.045%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.890%, plus: +1.890%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.185%, plus: -0.478%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.299%, plus: +6.800%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.116%, plus: +0.354%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.379%, plus: -0.551%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.374%, plus: +3.374%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.232%, plus: -0.229%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.195%, plus: +0.195%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.340%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.063%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.150%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.315%, plus: -0.085%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.096%, plus: -0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.047%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.374%, plus: +0.146%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.134%, plus: -0.523%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.029%, plus: +0.312%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.451%, plus: -0.115%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.021%, plus: -0.369%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.994%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.456%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.692%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.456%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.076%, plus: -0.595%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.838%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.524%, plus: +0.371%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.050%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.181%, plus: -3.181%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.166%, plus: +1.166%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +3.356%, plus: -0.106%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.014%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.252%, plus: +0.252%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.377%, plus: -0.378%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +2.259%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.194%, plus: +0.376%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.255%, plus: +0.415%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.120%, plus: +0.119%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.446414e-08
+  - errors:
+    - {label: stat, symerror: +10.502%}
+    - asymerror: {minus: -1.159%, plus: +1.159%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.673%, plus: +10.673%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.260%, plus: +0.334%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.326%, plus: +0.326%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.101%, plus: +0.100%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.130%, plus: -0.510%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.336%, plus: -0.818%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.340%, plus: +0.342%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.000%, plus: -0.007%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.839%, plus: +1.839%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.019%, plus: +0.284%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +5.747%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.183%, plus: -0.382%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.168%, plus: +0.593%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.659%, plus: +4.659%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.038%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.731%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.207%, plus: -0.205%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.186%, plus: +0.186%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.194%, plus: +0.275%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.126%, plus: +0.286%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.539%, plus: -0.215%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.278%, plus: +0.397%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.291%, plus: -0.291%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.320%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.373%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.462%, plus: +0.696%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.097%, plus: -0.509%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.579%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.437%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.547%, plus: +0.199%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.413%, plus: +2.627%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.033%, plus: +1.292%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.172%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.654%, plus: -1.001%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.833%, plus: +0.833%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.038%, plus: +4.038%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.343%, plus: -0.031%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.134%, plus: +0.134%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.415%, plus: +0.421%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.215%, plus: +0.216%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.379%, plus: +0.568%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.422%, plus: -0.424%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.795%, plus: -0.023%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.555%, plus: -0.457%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.611%, plus: +0.914%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.059%, plus: +1.236%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.233%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.108%, plus: +0.108%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.801860e-09
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.248277e-07
+   - value: 7.152266e-08
+   - value: 5.819541e-09
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 150.0, low: 0.0}
+  - {high: 300.0, low: 150.0}
+  - {high: 1000.0, low: 300.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table337.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table337.yaml
new file mode 100644
index 0000000000..8db9a29a65
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table337.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.725546e-14}
+  - {value: 3.238814e-16}
+  - {value: 3.238814e-16}
+  - {value: 8.441727e-16}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 125.00, low: 0.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 1000.00, low: 125.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table338.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table338.yaml
new file mode 100644
index 0000000000..6e0359d0d6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table338.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.864966e-14}
+  - {value: -2.551388e-15}
+  - {value: -8.522131e-15}
+  - {value: -4.778695e-15}
+  - {value: -9.624906e-16}
+  - {value: -2.959490e-16}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table339.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table339.yaml
new file mode 100644
index 0000000000..3b4b3979c7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table339.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.318551e-14}
+  - {value: -7.312061e-15}
+  - {value: 1.501136e-15}
+  - {value: -7.312061e-15}
+  - {value: 9.449432e-14}
+  - {value: 4.125473e-15}
+  - {value: 1.501136e-15}
+  - {value: 4.125473e-15}
+  - {value: 5.886425e-16}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table34.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table34.yaml
new file mode 100644
index 0000000000..15de80377c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table34.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: 'DSIG/DN_JETS (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.853%}
+    - asymerror: {minus: -6.791%, plus: +6.791%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.410%, plus: +0.410%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.154%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.392%, plus: +0.393%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.420%, plus: +0.421%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.188%, plus: -0.188%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.041%, plus: -0.091%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.219%, plus: +0.039%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.426%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.212%, plus: -0.208%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.730%, plus: +0.721%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.809%, plus: +0.809%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.196%, plus: +0.141%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.878%, plus: -1.165%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.858%, plus: +0.911%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.400%, plus: +0.400%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.656%, plus: +0.658%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.916%, plus: +1.935%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.274%, plus: -0.274%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.089%, plus: -0.088%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.028%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.001%, plus: -0.218%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.165%, plus: +0.052%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.499%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.471%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.218%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.199%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.109%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.484%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.209%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.549%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.613%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.503%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.466%, plus: -1.209%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.004%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.003%, plus: -0.142%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.766%, plus: -0.766%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.775%, plus: +1.775%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.542%, plus: +1.389%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.277%, plus: +0.277%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.105%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.512%, plus: +0.302%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.463%, plus: -0.461%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.187%, plus: -0.181%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.044%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.374%, plus: +1.875%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.641%, plus: +0.643%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.983532e-01
+  - errors:
+    - {label: stat, symerror: +1.425%}
+    - asymerror: {minus: -3.543%, plus: +3.543%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.468%, plus: +3.468%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.109%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.314%, plus: +0.314%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.446%, plus: +0.447%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.150%, plus: -0.150%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.125%, plus: +0.157%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.469%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.408%, plus: -0.403%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.034%, plus: +1.016%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.576%, plus: +0.576%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.127%, plus: +0.159%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.141%, plus: -1.879%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.183%, plus: -0.123%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.857%, plus: +0.717%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.720%, plus: +0.720%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.843%, plus: +0.847%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.874%, plus: +1.892%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.241%, plus: -0.240%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.062%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.113%, plus: -0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.085%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.277%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.082%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.249%, plus: +0.345%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.863%, plus: +0.098%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.621%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.305%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.012%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.615%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.668%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.480%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.657%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.058%, plus: -0.575%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.149%, plus: -1.100%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.032%, plus: -0.398%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.010%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.043%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.211%, plus: -0.123%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.694%, plus: -3.694%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.482%, plus: +6.482%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.121%, plus: +2.271%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.292%, plus: +0.292%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.771%, plus: +0.871%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.479%, plus: -0.477%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.099%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.130%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.615%, plus: +2.848%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.535%, plus: +0.537%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.341499e-01
+  - errors:
+    - {label: stat, symerror: +1.642%}
+    - asymerror: {minus: -2.596%, plus: +2.596%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.418%, plus: +4.418%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.117%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.266%, plus: +0.266%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.461%, plus: +0.462%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.115%, plus: -0.115%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.217%, plus: +0.192%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.422%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.930%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.835%, plus: -0.829%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.272%, plus: +1.233%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.593%, plus: +0.593%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.147%, plus: +0.131%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.008%, plus: -3.280%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.150%, plus: -0.124%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.612%, plus: +0.733%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.439%, plus: +1.439%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.960%, plus: +0.964%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.293%, plus: +0.075%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.767%, plus: +1.783%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.210%, plus: -0.210%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.036%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.128%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.078%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.007%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.269%, plus: -0.268%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.039%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.338%, plus: +0.281%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.788%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.461%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.765%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.985%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.059%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.966%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.611%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.743%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.031%, plus: -0.729%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.735%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.007%, plus: -0.108%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.002%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.163%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.693%, plus: -4.693%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.949%, plus: +7.949%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.817%, plus: +3.592%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.384%, plus: +0.385%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.072%, plus: +0.072%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.502%, plus: +1.382%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.437%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.218%, plus: -0.219%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.098%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.110%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.113%, plus: +3.870%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.430%, plus: +0.431%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.144714e-01
+  - errors:
+    - {label: stat, symerror: +2.412%}
+    - asymerror: {minus: -1.146%, plus: +1.146%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.861%, plus: -2.861%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.313%, plus: +0.318%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.306%, plus: +0.307%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.492%, plus: +0.493%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.488%, plus: +0.673%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.651%, plus: -1.068%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.316%, plus: -1.309%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.429%, plus: +1.405%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.728%, plus: +0.728%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.376%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.271%, plus: -4.045%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.813%, plus: +0.691%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.726%, plus: +2.726%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.966%, plus: +0.971%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.252%, plus: +0.420%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.659%, plus: +1.674%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.188%, plus: -0.188%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.100%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.072%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.042%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.016%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.571%, plus: -0.446%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.172%, plus: +0.298%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.034%, plus: -0.035%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.687%, plus: +0.906%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.183%, plus: +0.058%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.707%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.483%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.654%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.693%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.524%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.065%, plus: -0.196%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.930%, plus: -0.533%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.008%, plus: -0.039%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.287%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.045%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.346%, plus: -0.397%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.674%, plus: -0.674%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.491%, plus: +12.491%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.438%, plus: +5.164%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.479%, plus: +0.480%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.070%, plus: +2.236%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.380%, plus: -0.379%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.141%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.361%, plus: -0.237%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.796%, plus: +5.180%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.036%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.349%, plus: +0.350%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.511215e-01
+  - errors:
+    - {label: stat, symerror: +3.267%}
+    - asymerror: {minus: -2.116%, plus: +2.116%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.719%, plus: +2.719%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.295%, plus: +0.296%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.442%, plus: +0.373%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.202%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.746%, plus: -1.740%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.653%, plus: +1.626%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.847%, plus: +0.847%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.448%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.793%, plus: -4.236%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.048%, plus: -0.170%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.546%, plus: +0.822%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.610%, plus: +4.610%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.921%, plus: +0.921%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.035%, plus: +0.586%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.519%, plus: +1.532%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.165%, plus: -0.164%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.000%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.022%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.074%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.382%, plus: -0.630%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.077%, plus: -0.078%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.785%, plus: +0.622%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.252%, plus: -0.055%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.209%, plus: -0.023%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.342%, plus: +0.286%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.114%, plus: +0.173%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.097%, plus: +0.331%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.185%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.774%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.003%, plus: -6.753%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.033%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.260%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.038%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.862%, plus: -1.862%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.089%, plus: +12.089%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.953%, plus: +5.046%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.458%, plus: +0.460%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.201%, plus: +2.204%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.279%, plus: -0.279%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.298%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.137%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.412%, plus: -0.486%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.498%, plus: +4.409%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.028%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.282%, plus: +0.282%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.713974e-02
+- header: {name: 'DSIG/DN_JETS (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.317154e-01
+   - value: 6.556078e-01
+   - value: 5.914153e-01
+   - value: 3.399575e-01
+   - value: 4.119158e-02
+independent_variables:
+- header: {name: 'N_JETS', units: ''}
+  values:
+  - {high: 6.5, low: 5.5}
+  - {high: 7.5, low: 6.5}
+  - {high: 8.5, low: 7.5}
+  - {high: 9.5, low: 8.5}
+  - {high: 14.5, low: 9.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table340.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table340.yaml
new file mode 100644
index 0000000000..34829683e0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table340.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -7.103526e-15}
+  - {value: -2.097524e-15}
+  - {value: -1.307577e-15}
+  - {value: -7.075019e-16}
+  - {value: -2.467367e-16}
+  - {value: -1.086272e-16}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table341.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table341.yaml
new file mode 100644
index 0000000000..37246c63dc
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table341.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.766360e-15}
+  - {value: -2.154246e-15}
+  - {value: -3.452677e-16}
+  - {value: 1.175338e-15}
+  - {value: -7.872363e-15}
+  - {value: -8.218496e-16}
+  - {value: 6.396971e-16}
+  - {value: -2.578691e-16}
+  - {value: 8.320173e-19}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table342.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table342.yaml
new file mode 100644
index 0000000000..857cd6e470
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table342.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.123851e-14}
+  - {value: 4.160087e-15}
+  - {value: 6.130882e-16}
+  - {value: 4.160087e-15}
+  - {value: 1.391888e-14}
+  - {value: 2.745268e-16}
+  - {value: 6.130882e-16}
+  - {value: 2.745268e-16}
+  - {value: 1.033423e-16}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table343.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table343.yaml
new file mode 100644
index 0000000000..972ffb94f2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table343.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -5.505376e-16}
+  - {value: -1.895782e-16}
+  - {value: -3.354839e-17}
+  - {value: -1.082713e-16}
+  - {value: -9.247312e-18}
+  - {value: -5.964433e-18}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table344.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table344.yaml
new file mode 100644
index 0000000000..f74242b33f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table344.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.052594e-15}
+  - {value: 6.139535e-16}
+  - {value: 8.145498e-17}
+  - {value: -1.195707e-16}
+  - {value: -3.594514e-17}
+  - {value: -5.020871e-17}
+  - {value: -3.589744e-17}
+  - {value: 1.004174e-17}
+  - {value: -4.753727e-18}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table345.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table345.yaml
new file mode 100644
index 0000000000..0527c5648c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table345.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.443649e-16}
+  - {value: -1.998330e-16}
+  - {value: 4.658318e-17}
+  - {value: 5.059034e-16}
+  - {value: 6.688134e-16}
+  - {value: 2.236374e-17}
+  - {value: 4.355397e-17}
+  - {value: 4.636852e-17}
+  - {value: 9.178295e-19}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table346.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table346.yaml
new file mode 100644
index 0000000000..c13c3c08fb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table346.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.838264e-16}
+  - {value: -6.051282e-18}
+  - {value: -1.963708e-19}
+  - {value: -6.051282e-18}
+  - {value: 9.783037e-17}
+  - {value: 4.241946e-18}
+  - {value: -1.963708e-19}
+  - {value: 4.241946e-18}
+  - {value: 9.375411e-19}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table347.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table347.yaml
new file mode 100644
index 0000000000..fa5d8981ef
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table347.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.260%}
+    - asymerror: {minus: -2.373%, plus: +2.373%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.869%, plus: -3.869%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.239%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.447%, plus: +0.447%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.140%, plus: -0.140%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.354%, plus: +0.400%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.086%, plus: -1.455%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.441%, plus: -1.430%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.333%, plus: +1.313%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.943%, plus: +0.943%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.182%, plus: -0.385%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.172%, plus: -3.056%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.334%, plus: -0.255%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.484%, plus: +0.478%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.462%, plus: +3.462%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.700%, plus: +0.703%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.397%, plus: -0.433%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.827%, plus: +1.846%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.412%, plus: -0.411%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.033%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.185%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.081%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.036%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.245%, plus: -0.359%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.000%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.652%, plus: +0.259%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.022%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.023%, plus: +0.027%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.466%, plus: +0.412%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.346%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.699%, plus: +0.210%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.541%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.273%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.148%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.129%, plus: +0.400%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.020%, plus: -0.208%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -4.078%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.018%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.236%, plus: -0.354%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.094%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.291%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.624%, plus: -1.624%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.948%, plus: +6.948%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.703%, plus: +3.903%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.200%, plus: +0.200%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.185%, plus: +0.185%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.472%, plus: +1.260%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.280%, plus: -0.279%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.527%, plus: -0.407%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.101%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.432%, plus: -0.320%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.649%, plus: +3.834%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.072%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.258%, plus: +0.258%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.189181e-06
+  - errors:
+    - {label: stat, symerror: +2.549%}
+    - asymerror: {minus: -0.329%, plus: +0.329%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.210%, plus: +0.210%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.168%, plus: +0.168%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.421%, plus: +0.422%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.080%, plus: +0.278%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.314%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.169%, plus: -0.638%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.818%, plus: -1.807%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.214%, plus: +1.170%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.808%, plus: +0.808%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.064%, plus: +0.253%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.597%, plus: -1.522%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.145%, plus: +0.277%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.531%, plus: +0.737%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.136%, plus: +4.136%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.804%, plus: +0.804%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.163%, plus: +0.377%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.668%, plus: +1.685%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.300%, plus: -0.300%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.152%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.343%, plus: -0.210%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.132%, plus: +0.380%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.027%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.651%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.475%, plus: -0.294%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.850%, plus: +0.286%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.283%, plus: -0.196%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.171%, plus: -0.236%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.227%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.312%, plus: -0.626%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.133%, plus: -0.283%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.601%, plus: -2.029%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.011%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.235%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.814%, plus: +2.814%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.447%, plus: +8.447%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.946%, plus: +3.222%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.030%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.237%, plus: +0.234%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.098%, plus: +0.098%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.471%, plus: +1.159%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.285%, plus: -0.284%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.326%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.030%, plus: +0.268%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.367%, plus: -0.362%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.511%, plus: +2.982%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.208%, plus: +0.208%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.730994e-07
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.340643e-06
+   - value: 6.338774e-07
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 125.0, low: 0.0}
+  - {high: 1000.0, low: 125.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table348.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table348.yaml
new file mode 100644
index 0000000000..dad9850761
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table348.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.711%}
+    - asymerror: {minus: -3.417%, plus: +3.417%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.365%, plus: +2.365%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.187%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.249%, plus: +0.249%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.434%, plus: +0.435%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.181%, plus: -0.181%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.218%, plus: +0.184%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.625%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.061%, plus: -1.818%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.703%, plus: -0.696%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.086%, plus: +1.093%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.642%, plus: +0.642%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.273%, plus: +0.127%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.026%, plus: -2.598%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.071%, plus: -0.229%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.111%, plus: +0.936%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.230%, plus: +1.230%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.827%, plus: +0.830%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.379%, plus: +0.203%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.862%, plus: +1.880%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.246%, plus: -0.246%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.076%, plus: -0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.167%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.305%, plus: -0.313%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.115%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.442%, plus: +0.454%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.892%, plus: +0.078%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.595%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.761%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.477%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.879%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.526%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.743%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.033%, plus: -1.066%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.220%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.168%, plus: -0.199%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.062%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.043%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.226%, plus: -0.238%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.577%, plus: -4.577%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.439%, plus: +8.439%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.288%, plus: +2.859%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.311%, plus: +0.312%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.394%, plus: +1.168%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.365%, plus: -0.365%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.056%, plus: -0.192%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.079%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.425%, plus: +2.594%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.549%, plus: +0.551%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.620895e-05
+  - errors:
+    - {label: stat, symerror: +3.239%}
+    - asymerror: {minus: -3.792%, plus: +3.792%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.421%, plus: +6.421%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.319%, plus: +0.214%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.323%, plus: +0.323%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.486%, plus: +0.488%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.204%, plus: +0.501%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.133%, plus: -0.150%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.086%, plus: +0.528%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.177%, plus: -1.168%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.172%, plus: +1.127%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.045%, plus: +1.045%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.065%, plus: +0.350%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.211%, plus: -13.397%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.198%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.529%, plus: +0.887%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.199%, plus: +3.199%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.942%, plus: +0.946%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.593%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.715%, plus: +1.730%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.168%, plus: -0.168%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.137%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.307%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.515%, plus: -0.307%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.216%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.513%, plus: +0.821%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.490%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.473%, plus: -0.107%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.480%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.666%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.062%, plus: +0.171%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.295%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.819%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.049%, plus: -0.075%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.280%, plus: +0.327%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.611%, plus: -0.315%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.004%, plus: -6.004%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.702%, plus: +8.702%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -7.270%, plus: +4.699%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.425%, plus: +0.426%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.831%, plus: +2.267%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.426%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -3.713%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.143%, plus: -0.260%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.689%, plus: +5.335%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.088%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.463%, plus: +0.464%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.071682e-06
+  - errors:
+    - {label: stat, symerror: +6.138%}
+    - asymerror: {minus: -3.969%, plus: +3.969%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.504%, plus: +0.504%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.365%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.536%, plus: +0.538%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.475%, plus: +0.478%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.218%, plus: +0.255%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.563%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.184%, plus: -0.898%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.077%, plus: -1.069%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.117%, plus: +1.079%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.281%, plus: +1.281%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.735%, plus: -15.215%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.082%, plus: +0.178%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.454%, plus: +0.971%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.882%, plus: +4.882%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.017%, plus: +1.020%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.231%, plus: +0.355%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.617%, plus: +1.631%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.049%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.393%, plus: -0.256%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.302%, plus: +0.508%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.052%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.471%, plus: +0.249%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.203%, plus: -0.919%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.437%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.480%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.856%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.762%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.563%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.390%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.562%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.190%, plus: -0.779%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.597%, plus: -2.011%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.043%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.414%, plus: +0.588%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.443%, plus: -0.542%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.606%, plus: -9.606%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.895%, plus: +10.895%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -7.361%, plus: +2.337%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.733%, plus: +0.739%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.155%, plus: +0.155%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.109%, plus: +0.733%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.576%, plus: -0.576%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -5.174%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.410%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.462%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.322%, plus: +3.148%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.414%, plus: +0.414%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.452926e-07
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.791044e-05
+   - value: 6.468210e-06
+   - value: 3.834322e-07
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 150.0, low: 0.0}
+  - {high: 300.0, low: 150.0}
+  - {high: 1000.0, low: 300.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table349.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table349.yaml
new file mode 100644
index 0000000000..fe9a5576b8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table349.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.366%}
+    - asymerror: {minus: -5.775%, plus: +5.775%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.804%, plus: +4.804%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.078%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.478%, plus: +0.480%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.491%, plus: +0.493%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.138%, plus: -0.138%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.070%, plus: +0.127%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.037%, plus: -0.220%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.034%, plus: -0.876%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.436%, plus: -0.432%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.929%, plus: +0.906%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.906%, plus: +0.906%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.137%, plus: +0.169%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.394%, plus: -2.082%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.282%, plus: -0.034%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.467%, plus: +0.711%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.023%, plus: +1.023%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.767%, plus: +0.770%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.755%, plus: +1.771%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.001%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.136%, plus: -0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.085%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.194%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.008%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.091%, plus: +0.348%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.283%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.341%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.875%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.759%, plus: +0.059%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.411%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.553%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.427%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.205%, plus: -0.438%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.418%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.887%, plus: -0.325%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.040%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.190%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.482%, plus: -3.482%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.682%, plus: +8.682%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.175%, plus: +2.435%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.348%, plus: +0.349%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.893%, plus: +1.064%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.588%, plus: -0.586%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.162%, plus: +0.165%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.169%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.021%, plus: +3.368%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.714%, plus: +0.716%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.066763e-06
+  - errors:
+    - {label: stat, symerror: +5.078%}
+    - asymerror: {minus: -1.557%, plus: +1.557%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.323%, plus: +8.323%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.147%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.421%, plus: +0.421%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.508%, plus: +0.510%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.028%, plus: -0.030%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.116%, plus: +0.110%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.126%, plus: -1.544%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.795%, plus: -0.790%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.082%, plus: +1.035%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.421%, plus: +1.421%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.447%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +4.284%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.496%, plus: -0.192%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.117%, plus: +0.636%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.983%, plus: +2.983%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.917%, plus: +0.921%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.762%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.622%, plus: +1.635%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.139%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.064%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.111%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.183%, plus: -0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.002%, plus: +0.305%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.030%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.334%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.811%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.246%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.857%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.702%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.188%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.640%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.723%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.563%, plus: -1.663%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.626%, plus: -1.069%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.346%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.248%, plus: -0.313%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.714%, plus: -4.714%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.860%, plus: +10.860%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +2.413%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.423%, plus: +0.425%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.786%, plus: +1.125%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.643%, plus: -0.641%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.159%, plus: -0.489%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.095%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.316%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.739%, plus: +3.488%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.568%, plus: +0.570%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.295957e-06
+  - errors:
+    - {label: stat, symerror: +9.901%}
+    - asymerror: {minus: -8.374%, plus: +8.374%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.490%, plus: +4.490%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.289%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.631%, plus: +0.632%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.575%, plus: +0.578%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.340%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.378%, plus: -0.745%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.236%, plus: -0.107%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.803%, plus: -0.798%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.080%, plus: +0.997%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.579%, plus: +1.579%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.027%, plus: +0.068%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +4.222%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.175%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.449%, plus: +0.859%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.018%, plus: +5.018%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.986%, plus: +0.990%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.503%, plus: +0.232%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.625%, plus: +1.637%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.202%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.021%, plus: -0.285%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.151%, plus: -0.150%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.431%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.341%, plus: -0.073%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.586%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.346%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.601%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.521%, plus: -0.687%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.010%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.644%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.811%, plus: -0.945%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.470%, plus: +0.260%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.495%, plus: -1.997%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.308%, plus: +0.237%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.513%, plus: -7.513%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.265%, plus: +9.265%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.323%, plus: +3.364%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.815%, plus: +0.820%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.186%, plus: +0.186%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.697%, plus: +0.846%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.834%, plus: -0.832%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.568%, plus: -0.202%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.267%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.405%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.184%, plus: +4.700%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.557%, plus: +0.559%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.398888e-07
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.817800e-06
+   - value: 2.723266e-06
+   - value: 1.813992e-07
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 150.0, low: 0.0}
+  - {high: 300.0, low: 150.0}
+  - {high: 1000.0, low: 300.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table35.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table35.yaml
new file mode 100644
index 0000000000..0a476b351c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table35.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.225000e-04}
+  - {value: 1.082000e-03}
+  - {value: 1.112000e-03}
+  - {value: 6.433000e-04}
+  - {value: 9.596000e-05}
+  - {value: 1.082000e-03}
+  - {value: 4.291000e-03}
+  - {value: 4.864000e-03}
+  - {value: 3.074000e-03}
+  - {value: 4.167000e-04}
+  - {value: 1.112000e-03}
+  - {value: 4.864000e-03}
+  - {value: 6.156000e-03}
+  - {value: 3.821000e-03}
+  - {value: 5.056000e-04}
+  - {value: 6.433000e-04}
+  - {value: 3.074000e-03}
+  - {value: 3.821000e-03}
+  - {value: 3.175000e-03}
+  - {value: 3.851000e-04}
+  - {value: 9.596000e-05}
+  - {value: 4.167000e-04}
+  - {value: 5.056000e-04}
+  - {value: 3.851000e-04}
+  - {value: 6.072000e-05}
+independent_variables:
+- header: {name: 'N_JETS'}
+  values:
+  - {high: 6.50, low: 5.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 14.50, low: 9.50}
+- header: {name: 'N_JETS'}
+  values:
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
+  - {high: 6.50, low: 5.50}
+  - {high: 7.50, low: 6.50}
+  - {high: 8.50, low: 7.50}
+  - {high: 9.50, low: 8.50}
+  - {high: 14.50, low: 9.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table350.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table350.yaml
new file mode 100644
index 0000000000..1a54286ba3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table350.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.296%}
+    - asymerror: {minus: -7.047%, plus: +7.047%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.715%, plus: -2.715%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.220%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.563%, plus: +0.565%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.524%, plus: +0.525%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.111%, plus: -0.111%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.305%, plus: +0.061%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.655%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.652%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.343%, plus: -0.342%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.898%, plus: +0.876%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.172%, plus: +1.172%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.554%, plus: +0.242%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.653%, plus: -3.519%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.092%, plus: -0.361%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.946%, plus: +0.855%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.112%, plus: +1.112%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.661%, plus: +0.663%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.633%, plus: +1.647%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.037%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.047%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.131%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.126%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.052%, plus: -0.387%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.100%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.601%, plus: +0.062%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.544%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.396%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.813%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.817%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.460%, plus: +0.192%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.804%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.594%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.807%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.417%, plus: +0.404%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.304%, plus: -0.518%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.084%, plus: -5.084%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.515%, plus: +7.515%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.315%, plus: +2.660%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.397%, plus: +0.398%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.123%, plus: +0.123%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.928%, plus: +0.990%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.818%, plus: -0.814%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.389%, plus: -0.252%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.127%, plus: -0.278%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.114%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.968%, plus: +4.382%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.749%, plus: +0.752%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.358971e-07
+  - errors:
+    - {label: stat, symerror: +6.579%}
+    - asymerror: {minus: +2.895%, plus: -2.895%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -12.128%, plus: +12.128%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.002%, plus: +0.331%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.555%, plus: +0.556%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.537%, plus: +0.540%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.069%, plus: +0.240%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.778%, plus: +0.318%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.043%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.638%, plus: -0.635%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.088%, plus: +1.054%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.896%, plus: +1.896%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.069%, plus: -0.374%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +3.212%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.285%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.352%, plus: +0.212%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.256%, plus: +3.256%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.825%, plus: +0.828%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.524%, plus: +1.535%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.335%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.220%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.213%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.053%, plus: +0.307%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.090%, plus: -0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.044%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.893%, plus: +0.118%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.825%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.902%, plus: +0.161%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.906%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.484%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.982%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.144%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.614%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.091%, plus: -1.182%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.685%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.527%, plus: +0.395%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.211%, plus: -0.177%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.218%, plus: -6.218%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.705%, plus: +9.705%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.150%, plus: +3.066%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.586%, plus: +0.589%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.097%, plus: +0.097%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.155%, plus: +0.155%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.321%, plus: +1.180%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.819%, plus: -0.816%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +2.103%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.273%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.062%, plus: +0.272%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.718%, plus: +3.896%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.007%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.592%, plus: +0.594%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.550667e-07
+  - errors:
+    - {label: stat, symerror: +10.530%}
+    - asymerror: {minus: -4.417%, plus: +4.417%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -12.809%, plus: +12.809%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.393%, plus: +0.475%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.604%, plus: +0.606%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.563%, plus: +0.563%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.181%, plus: +0.449%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.535%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.396%, plus: -1.871%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.657%, plus: -0.655%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.122%, plus: +1.093%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.827%, plus: +1.827%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.134%, plus: +0.388%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +3.081%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.302%, plus: -0.451%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.887%, plus: +1.364%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.560%, plus: +4.560%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.845%, plus: +0.847%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.601%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.549%, plus: +1.560%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.239%, plus: +0.342%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.186%, plus: +0.349%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.535%, plus: -0.224%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.329%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.341%, plus: +0.492%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.306%, plus: -0.305%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.686%, plus: +0.302%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.150%, plus: +0.105%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.704%, plus: +0.390%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.777%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.815%, plus: +0.047%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.630%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.019%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.977%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.335%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.823%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.532%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.110%, plus: +1.476%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.036%, plus: +1.316%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.203%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.816%, plus: -1.134%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.330%, plus: -2.330%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.820%, plus: +12.820%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.095%, plus: +3.143%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.749%, plus: +0.758%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.225%, plus: +0.225%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.207%, plus: +0.207%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.660%, plus: +1.826%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.865%, plus: -0.862%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.638%, plus: -0.086%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.616%, plus: -0.509%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.479%, plus: +0.810%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.459%, plus: +4.745%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.265%, plus: +0.200%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.581%, plus: +0.582%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.208199e-08
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.777034e-07
+   - value: 1.519680e-07
+   - value: 1.236509e-08
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 150.0, low: 0.0}
+  - {high: 300.0, low: 150.0}
+  - {high: 1000.0, low: 300.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table351.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table351.yaml
new file mode 100644
index 0000000000..fc13defaeb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table351.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.032258e-13}
+  - {value: 3.384495e-14}
+  - {value: 3.384495e-14}
+  - {value: 6.240895e-15}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 125.00, low: 0.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 1000.00, low: 125.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table352.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table352.yaml
new file mode 100644
index 0000000000..12921071ce
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table352.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.029257e-12}
+  - {value: 1.006002e-13}
+  - {value: 5.673668e-13}
+  - {value: 4.771943e-14}
+  - {value: 3.067517e-14}
+  - {value: 2.706677e-15}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table353.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table353.yaml
new file mode 100644
index 0000000000..9afb7c1a44
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table353.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.971877e-12}
+  - {value: 1.919308e-12}
+  - {value: 1.180963e-13}
+  - {value: 1.919308e-12}
+  - {value: 1.306652e-12}
+  - {value: 6.846944e-14}
+  - {value: 1.180963e-13}
+  - {value: 6.846944e-14}
+  - {value: 5.356409e-15}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table354.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table354.yaml
new file mode 100644
index 0000000000..a58fe659e2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table354.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.686422e-13}
+  - {value: 5.249812e-14}
+  - {value: 1.778695e-13}
+  - {value: 1.599400e-14}
+  - {value: 1.107277e-14}
+  - {value: 8.312078e-16}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table355.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table355.yaml
new file mode 100644
index 0000000000..0f6966d909
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table355.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.989400e-12}
+  - {value: 1.024770e-12}
+  - {value: 5.784749e-14}
+  - {value: 6.072472e-13}
+  - {value: 2.831801e-13}
+  - {value: 1.472363e-14}
+  - {value: 4.201190e-14}
+  - {value: 1.903732e-14}
+  - {value: 1.147647e-15}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table356.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table356.yaml
new file mode 100644
index 0000000000..360a3b8b4b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table356.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.190698e-12}
+  - {value: 3.394267e-13}
+  - {value: 2.360195e-14}
+  - {value: 3.394267e-13}
+  - {value: 1.552839e-13}
+  - {value: 7.472147e-15}
+  - {value: 2.360195e-14}
+  - {value: 7.472147e-15}
+  - {value: 8.497566e-16}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table357.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table357.yaml
new file mode 100644
index 0000000000..87ae87dddc
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table357.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.110835e-14}
+  - {value: 2.711332e-15}
+  - {value: 1.348222e-14}
+  - {value: 9.958644e-16}
+  - {value: 1.243176e-15}
+  - {value: 1.183623e-16}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
+  - {high: 125.00, low: 0.00}
+  - {high: 1000.00, low: 125.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table358.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table358.yaml
new file mode 100644
index 0000000000..2e500dfcb6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table358.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.138462e-13}
+  - {value: 5.853309e-14}
+  - {value: 3.530113e-15}
+  - {value: 4.403101e-14}
+  - {value: 2.255933e-14}
+  - {value: 1.087657e-15}
+  - {value: 3.983304e-15}
+  - {value: 2.027430e-15}
+  - {value: 9.271318e-17}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table359.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table359.yaml
new file mode 100644
index 0000000000..9f269a3c9a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table359.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.215862e-14}
+  - {value: 1.703995e-14}
+  - {value: 1.351222e-15}
+  - {value: 2.583184e-14}
+  - {value: 9.905784e-15}
+  - {value: 5.564699e-16}
+  - {value: 2.365653e-15}
+  - {value: 8.460346e-16}
+  - {value: 4.574836e-17}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table36.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table36.yaml
new file mode 100644
index 0000000000..ccecacc617
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table36.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DDELTAPHI (breakdown of systematics)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.543%}
+    - asymerror: {minus: +0.812%, plus: -0.812%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.513%, plus: +0.513%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.049%, plus: +0.137%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.629%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.332%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.680%, plus: -0.690%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.085%, plus: +0.064%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.741%, plus: +0.741%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.178%, plus: -0.059%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.066%, plus: +0.472%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.255%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.319%, plus: +3.319%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.232%, plus: +0.229%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.254%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.077%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.039%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.203%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.002%, plus: +0.062%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.013%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.307%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.231%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.356%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.273%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.353%, plus: -0.913%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.566%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.807%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.434%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.239%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.327%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.271%, plus: -3.589%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.024%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.499%, plus: -6.499%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.715%, plus: +1.715%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.377%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.098%, plus: +0.097%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.146%, plus: +0.147%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.183%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.024%, plus: -0.191%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.366%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.322%, plus: -0.320%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.659573e-02
+  - errors:
+    - {label: stat, symerror: +3.422%}
+    - asymerror: {minus: +1.278%, plus: -1.278%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.397%, plus: -0.397%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.013%, plus: +0.014%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.071%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.384%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.439%, plus: -0.445%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.072%, plus: +0.093%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.164%, plus: +1.164%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.402%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.205%, plus: -0.332%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.067%, plus: +0.430%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.996%, plus: +3.996%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.158%, plus: +0.157%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.357%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.022%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.046%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.010%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.065%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.012%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.275%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.139%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.228%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.489%, plus: -0.255%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.558%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.764%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +3.038%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +3.044%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.296%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.083%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.510%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.008%, plus: +1.507%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.002%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.994%, plus: -2.994%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.163%, plus: -0.163%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.379%, plus: +1.395%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.098%, plus: +0.584%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.089%, plus: -0.123%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.003%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.284%, plus: +1.090%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.169%, plus: -0.168%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.720784e-01
+  - errors:
+    - {label: stat, symerror: +2.898%}
+    - asymerror: {minus: -1.194%, plus: +1.194%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.145%, plus: -0.145%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.027%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.063%, plus: +0.055%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.392%, plus: +0.221%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.274%, plus: +0.773%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.250%, plus: -0.254%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.124%, plus: +0.080%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.981%, plus: +0.981%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.153%, plus: +0.162%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.399%, plus: -0.198%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.109%, plus: +0.032%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.460%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.793%, plus: +2.793%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.029%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.109%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.007%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.098%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.164%, plus: +0.117%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.018%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.022%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.296%, plus: -0.310%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.545%, plus: -0.210%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.167%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.553%, plus: -0.155%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.380%, plus: +0.375%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.605%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.314%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.300%, plus: +0.081%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.064%, plus: +0.355%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.024%, plus: -1.800%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.066%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.066%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.077%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.816%, plus: -1.816%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.041%, plus: -1.041%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.361%, plus: +0.376%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.053%, plus: +0.054%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.072%, plus: +0.129%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.019%, plus: -0.158%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.088%, plus: +0.862%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.075%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.539990e-01
+  - errors:
+    - {label: stat, symerror: +1.993%}
+    - asymerror: {minus: -0.297%, plus: +0.297%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.435%, plus: +0.435%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.032%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.048%, plus: -0.049%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.317%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.508%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.086%, plus: +0.090%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.747%, plus: +0.747%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.002%, plus: -0.033%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.130%, plus: -0.178%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.349%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.650%, plus: +1.650%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.021%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.177%, plus: +0.144%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.012%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.007%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.035%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.045%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.137%, plus: -0.032%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.144%, plus: +0.118%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.109%, plus: -0.032%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.085%, plus: -0.029%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.069%, plus: +0.248%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.720%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.004%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.082%, plus: +0.242%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.075%, plus: -0.400%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.729%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.066%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.065%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.654%, plus: +0.654%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.874%, plus: -0.874%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.020%, plus: +0.016%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.004%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.048%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.001%, plus: -0.172%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.634132e-01
+  - errors:
+    - {label: stat, symerror: +1.440%}
+    - asymerror: {minus: +1.437%, plus: -1.437%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.965%, plus: -2.965%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.006%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.378%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.967%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.218%, plus: +0.221%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.025%, plus: +0.043%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.555%, plus: +0.555%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.044%, plus: +0.009%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.203%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.016%, plus: +1.016%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.040%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.019%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.030%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.086%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.067%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.058%, plus: -0.059%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.363%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.930%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.564%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.425%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.142%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.381%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.419%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.010%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.021%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.398%, plus: +1.398%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.378%, plus: -0.378%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.291%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.001%, plus: +0.060%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.009%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.035%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.072%, plus: +0.072%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.496426e+00
+  - errors:
+    - {label: stat, symerror: +1.479%}
+    - asymerror: {minus: -1.564%, plus: +1.564%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.803%, plus: +2.803%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.027%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.023%, plus: -0.126%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.235%, plus: -0.192%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.058%, plus: -0.171%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.315%, plus: +0.320%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.195%, plus: -0.195%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.577%, plus: +0.577%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.379%, plus: +0.101%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.060%, plus: -0.112%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.936%, plus: +0.936%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.157%, plus: -0.155%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.123%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.042%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.020%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.008%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.016%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.008%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.045%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.013%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.091%, plus: +0.053%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.096%, plus: +0.109%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.241%, plus: +0.246%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.244%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.182%, plus: -0.147%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.066%, plus: +0.008%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.601%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.013%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.581%, plus: +2.581%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.701%, plus: +0.701%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.373%, plus: -0.351%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.155%, plus: -0.078%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.007%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.101%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.014%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.162%, plus: +0.162%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.632594e+00
+- header: {name: '1/SIG*DSIG/DDELTAPHI (PWG+PY8)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.431479e-02
+   - value: 2.465141e-01
+   - value: 4.572183e-01
+   - value: 8.419364e-01
+   - value: 1.521207e+00
+   - value: 1.709954e+00
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 2.14, low: 0.0}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.2, low: 3.05}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table360.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table360.yaml
new file mode 100644
index 0000000000..2f2b0dca74
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table360.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.994740e-15}
+  - {value: 1.281262e-15}
+  - {value: 1.180802e-16}
+  - {value: 1.281262e-15}
+  - {value: 9.349112e-16}
+  - {value: 6.485207e-17}
+  - {value: 1.180802e-16}
+  - {value: 6.485207e-17}
+  - {value: 8.120973e-18}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 1000.00, low: 300.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
+  - {high: 150.00, low: 0.00}
+  - {high: 300.00, low: 150.00}
+  - {high: 1000.00, low: 300.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table361.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table361.yaml
new file mode 100644
index 0000000000..8ca626c92f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table361.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.513%}
+    - asymerror: {minus: +4.620%, plus: -4.620%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.142%, plus: -3.142%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.148%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.236%, plus: -0.235%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.071%, plus: -0.070%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.544%, plus: -0.274%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.467%, plus: -0.437%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.666%, plus: -0.677%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.123%, plus: +0.086%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.228%, plus: +1.228%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.504%, plus: -0.321%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.146%, plus: +0.369%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.338%, plus: -0.786%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.640%, plus: +5.640%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.536%, plus: -0.518%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.024%, plus: -0.022%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.095%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.059%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.180%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.142%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.009%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.335%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.395%, plus: +0.860%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.563%, plus: -0.423%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.909%, plus: +0.904%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.104%, plus: +0.185%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.304%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.381%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.673%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.740%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.371%, plus: +1.054%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.251%, plus: -0.433%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.013%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.215%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.613%, plus: +2.613%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.099%, plus: +3.099%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.015%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.055%, plus: -0.546%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.155%, plus: +0.156%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.362%, plus: +0.378%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.244%, plus: -0.440%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.090%, plus: -0.785%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.029%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.263%, plus: -0.262%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.885416e-04
+  - errors:
+    - {label: stat, symerror: +3.608%}
+    - asymerror: {minus: +1.474%, plus: -1.474%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.447%, plus: -2.447%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.032%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.191%, plus: -0.190%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.067%, plus: +0.066%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.101%, plus: +0.258%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.013%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.023%, plus: -0.331%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.718%, plus: -0.728%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.114%, plus: +0.124%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.346%, plus: +1.346%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.136%, plus: -0.175%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.262%, plus: -0.884%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.920%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.059%, plus: +6.059%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.058%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.048%, plus: +0.253%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.029%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.014%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.076%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.304%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.161%, plus: -0.117%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.426%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.419%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.630%, plus: +0.452%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.109%, plus: +0.343%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.058%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.043%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.652%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.605%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.055%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.067%, plus: +2.067%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.730%, plus: +1.730%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.117%, plus: +1.201%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.108%, plus: -0.117%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.138%, plus: +0.304%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.164%, plus: +0.164%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.206%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.706%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.241%, plus: -0.240%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.090596e-04
+  - errors:
+    - {label: stat, symerror: +3.625%}
+    - asymerror: {minus: -0.350%, plus: +0.350%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.766%, plus: -1.766%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.189%, plus: -0.189%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.055%, plus: -0.054%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.189%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.355%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.601%, plus: -0.610%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.150%, plus: +0.143%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.348%, plus: +1.348%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +1.700%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.364%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.093%, plus: -0.369%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.859%, plus: +5.859%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.086%, plus: -0.085%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.532%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.048%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.129%, plus: -0.129%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.094%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.127%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.204%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.094%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.100%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.398%, plus: -0.150%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.827%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.694%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.424%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.995%, plus: -0.077%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.661%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +3.099%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.326%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.423%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.192%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.768%, plus: -4.053%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.055%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.303%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.374%, plus: +0.388%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.755%, plus: +3.755%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.735%, plus: -0.735%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.165%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.220%, plus: -0.217%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.267%, plus: -0.285%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.176%, plus: +0.177%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.316%, plus: -0.091%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.070%, plus: +0.355%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.361%, plus: -0.232%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +2.026%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.243%, plus: -0.242%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.416247e-04
+  - errors:
+    - {label: stat, symerror: +4.233%}
+    - asymerror: {minus: +1.457%, plus: -1.457%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.806%, plus: -9.806%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.422%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.191%, plus: -0.190%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.041%, plus: -0.044%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.316%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.502%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.018%, plus: +0.449%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.561%, plus: -0.571%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.184%, plus: +0.160%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.491%, plus: +1.491%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.140%, plus: -0.329%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.031%, plus: +0.822%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.497%, plus: -0.618%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.466%, plus: +6.466%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.004%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.489%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.053%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.139%, plus: -0.140%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.385%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.255%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.273%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.410%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.164%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.303%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.506%, plus: -0.087%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.459%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.705%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.781%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.729%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.524%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.706%, plus: +0.052%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.023%, plus: +0.677%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.376%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.033%, plus: -0.076%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.476%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.123%, plus: +0.697%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.259%, plus: +2.259%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.609%, plus: -6.609%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.475%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.145%, plus: +0.146%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.345%, plus: +0.218%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.372%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.394%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.309%, plus: -0.376%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.015%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.249%, plus: -0.248%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.276035e-04
+  - errors:
+    - {label: stat, symerror: +4.487%}
+    - asymerror: {minus: +1.278%, plus: -1.278%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.843%, plus: -3.843%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.420%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.239%, plus: -0.238%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.511%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.205%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.464%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.672%, plus: -0.680%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.143%, plus: +0.129%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.811%, plus: +1.811%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.009%, plus: +0.120%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.634%, plus: -2.426%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.010%, plus: -0.509%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.936%, plus: +0.518%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.140%, plus: +7.140%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.637%, plus: -1.289%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.029%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.285%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.481%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.007%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.924%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.084%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.056%, plus: -0.528%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.599%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.066%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.194%, plus: -0.489%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.624%, plus: -0.460%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.199%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.649%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.437%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.050%, plus: +0.867%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.860%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.106%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.586%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.724%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.903%, plus: +6.903%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.761%, plus: -1.761%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.679%, plus: +1.060%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.086%, plus: +0.683%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.155%, plus: +0.156%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.481%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.463%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.681%, plus: +0.647%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.048%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.229%, plus: -0.228%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.540208e-04
+  - errors:
+    - {label: stat, symerror: +7.097%}
+    - asymerror: {minus: +1.658%, plus: -1.658%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.595%, plus: -3.595%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.294%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.217%, plus: -0.216%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.274%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.604%, plus: -0.212%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.532%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.508%, plus: -0.516%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.280%, plus: +0.293%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.339%, plus: +2.339%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.233%, plus: -0.522%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.669%, plus: -3.193%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.451%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.602%, plus: -0.482%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.970%, plus: +8.970%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.056%, plus: +0.053%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.453%, plus: +0.569%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.091%, plus: +0.090%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.337%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.417%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.371%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.353%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.044%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.360%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.103%, plus: +0.086%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.864%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.100%, plus: +0.222%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.456%, plus: +0.540%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.687%, plus: -1.389%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.535%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.167%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.331%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.812%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.671%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.360%, plus: -3.926%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.573%, plus: -0.189%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.511%, plus: +0.411%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -13.101%, plus: +13.101%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.742%, plus: -4.742%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.447%, plus: +0.589%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.108%, plus: -0.108%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.178%, plus: +0.178%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.244%, plus: +0.858%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.143%, plus: +0.143%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.166%, plus: -0.080%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.118%, plus: +0.282%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.780%, plus: -0.249%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.982%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.202%, plus: -0.201%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.511385e-05
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.437377e-04
+   - value: 4.203370e-04
+   - value: 3.745752e-04
+   - value: 2.975479e-04
+   - value: 2.020859e-04
+   - value: 3.558938e-05
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.26, low: 0.0}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.4, low: 1.09}
+  - {high: 2.5, low: 1.4}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table362.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table362.yaml
new file mode 100644
index 0000000000..93e914220b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table362.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.742%}
+    - asymerror: {minus: -2.157%, plus: +2.157%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.835%, plus: +0.835%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.333%, plus: +0.099%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.557%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.073%, plus: +0.074%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.178%, plus: +1.178%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.076%, plus: +0.637%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.195%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.387%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.263%, plus: +3.263%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.098%, plus: +0.097%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.448%, plus: +0.849%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.083%, plus: +0.081%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.133%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.330%, plus: +0.325%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: +0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.063%, plus: -0.623%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.999%, plus: +0.098%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.019%, plus: -0.073%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.200%, plus: -0.573%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.477%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.249%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.060%, plus: -0.482%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.551%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.017%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.108%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.302%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.310%, plus: -6.310%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.826%, plus: -1.826%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.641%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.026%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.419%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.190%, plus: +0.070%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.064%, plus: -0.211%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.060%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.890%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.456700e-03
+  - errors:
+    - {label: stat, symerror: +3.447%}
+    - asymerror: {minus: -2.196%, plus: +2.196%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.732%, plus: -2.732%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.104%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.330%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.431%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.362%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.143%, plus: +0.147%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.023%, plus: +0.025%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.238%, plus: +1.238%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.260%, plus: -0.163%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.575%, plus: +0.142%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.262%, plus: +0.102%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.066%, plus: +3.066%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.045%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.041%, plus: +0.040%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.072%, plus: -0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.072%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.123%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.076%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.327%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.173%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.391%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.363%, plus: +0.026%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.422%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.228%, plus: -0.307%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.127%, plus: +0.670%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.727%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.098%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.444%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.169%, plus: -0.669%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.995%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.067%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.051%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.921%, plus: -0.921%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.842%, plus: +0.842%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.461%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.090%, plus: +0.091%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.724%, plus: -0.057%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.145%, plus: +0.524%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.033%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.225%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.494%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.046%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.641550e-03
+  - errors:
+    - {label: stat, symerror: +3.591%}
+    - asymerror: {minus: -0.210%, plus: +0.210%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.845%, plus: +3.845%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.204%, plus: +0.014%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.174%, plus: +0.297%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.205%, plus: +0.920%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.172%, plus: +0.175%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.244%, plus: +1.244%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.316%, plus: +0.152%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.111%, plus: +0.108%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.036%, plus: -0.556%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.645%, plus: +0.432%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.031%, plus: +3.031%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.048%, plus: +0.049%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.356%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.067%, plus: +0.066%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.240%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.189%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.070%, plus: -0.148%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.192%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.367%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.047%, plus: +0.161%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.423%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.129%, plus: +0.524%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.137%, plus: -0.857%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.033%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.331%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.400%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.370%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.125%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.037%, plus: -0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.364%, plus: -0.298%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.722%, plus: -1.722%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.455%, plus: -0.455%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.414%, plus: +0.089%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.092%, plus: +0.093%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.059%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.281%, plus: -0.290%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.007%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.058%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.438155e-03
+  - errors:
+    - {label: stat, symerror: +3.835%}
+    - asymerror: {minus: -2.761%, plus: +2.761%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.229%, plus: +5.229%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.044%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.000%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.166%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.511%, plus: -0.259%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.255%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.142%, plus: +0.145%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.357%, plus: +1.357%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.292%, plus: +0.358%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.861%, plus: -0.144%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.064%, plus: -0.051%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.145%, plus: +0.502%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.265%, plus: +3.265%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.090%, plus: +0.089%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.377%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.057%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.054%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.115%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.079%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.216%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.003%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.099%, plus: +0.438%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.595%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.154%, plus: -0.232%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.546%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.021%, plus: +0.055%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.505%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.321%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.429%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.156%, plus: +0.344%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.005%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.321%, plus: -0.225%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.747%, plus: -2.747%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.796%, plus: -0.796%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.574%, plus: +0.983%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.126%, plus: +0.954%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.412%, plus: +0.221%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.140%, plus: -0.228%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.178%, plus: +0.215%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.578%, plus: +0.528%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.058%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.275787e-03
+  - errors:
+    - {label: stat, symerror: +3.817%}
+    - asymerror: {minus: +2.221%, plus: -2.221%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.168%, plus: +0.168%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.072%, plus: +0.090%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.661%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.934%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.208%, plus: +0.214%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.421%, plus: +1.421%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.391%, plus: -0.122%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.334%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.400%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.002%, plus: +3.002%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.302%, plus: +0.019%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.032%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.244%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.109%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.047%, plus: +0.078%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.472%, plus: +0.007%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.723%, plus: +0.209%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.420%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.349%, plus: +0.114%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.291%, plus: +0.452%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.513%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.464%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.208%, plus: -0.023%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.052%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.386%, plus: +0.491%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.088%, plus: -0.210%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.880%, plus: -0.880%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.966%, plus: +0.966%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.394%, plus: -0.204%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.045%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.529%, plus: +0.174%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.177%, plus: -0.077%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.040%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.435%, plus: -0.362%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.061%, plus: +0.060%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.044136e-03
+  - errors:
+    - {label: stat, symerror: +3.327%}
+    - asymerror: {minus: +3.424%, plus: -3.424%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.370%, plus: +2.370%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.001%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.136%, plus: +0.045%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.637%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.228%, plus: +0.234%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.045%, plus: -0.055%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.180%, plus: +1.180%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.427%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.385%, plus: +0.595%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.291%, plus: +0.203%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.301%, plus: +2.301%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.193%, plus: +0.137%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.072%, plus: +0.070%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.095%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.029%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.134%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.055%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.078%, plus: -0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.034%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.441%, plus: +0.105%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.543%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.722%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.616%, plus: +0.249%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.826%, plus: +0.037%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.107%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.317%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.261%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.009%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.291%, plus: -1.291%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.253%, plus: +3.253%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.638%, plus: -0.829%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.329%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.258%, plus: -0.277%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.017%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.135%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.028%, plus: -1.031%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.107%, plus: +0.106%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.117508e-04
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.716526e-03
+   - value: 1.658853e-03
+   - value: 1.548843e-03
+   - value: 1.325728e-03
+   - value: 1.056471e-03
+   - value: 2.347904e-04
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.19, low: 0.0}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.6, low: 0.39}
+  - {high: 0.81, low: 0.6}
+  - {high: 1.04, low: 0.81}
+  - {high: 2.5, low: 1.04}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table363.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table363.yaml
new file mode 100644
index 0000000000..abebb620c2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table363.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.155%}
+    - asymerror: {minus: +1.382%, plus: -1.382%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.469%, plus: +8.469%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.222%, plus: +0.221%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.348%, plus: -0.515%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.925%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.436%, plus: +0.441%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.104%, plus: -0.116%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.649%, plus: +1.649%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.337%, plus: +0.150%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.039%, plus: -0.469%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.066%, plus: -0.091%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.933%, plus: +2.933%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.362%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.013%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.101%, plus: +0.101%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.129%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.087%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.011%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.014%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.161%, plus: -0.247%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.603%, plus: -0.551%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.280%, plus: -0.317%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.393%, plus: -0.183%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.067%, plus: -0.190%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.274%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.437%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.450%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.042%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.558%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.003%, plus: +0.258%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.588%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.001%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.049%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.816%, plus: -0.816%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.745%, plus: +3.745%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.312%, plus: -0.870%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.679%, plus: -0.312%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.150%, plus: -0.150%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.122%, plus: +0.216%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.517%, plus: -0.199%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.055%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.158%, plus: +0.157%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.856138e-04
+  - errors:
+    - {label: stat, symerror: +5.135%}
+    - asymerror: {minus: -1.092%, plus: +1.092%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.786%, plus: +10.786%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.005%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.152%, plus: +0.153%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.299%, plus: -0.365%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.550%, plus: -0.276%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.170%, plus: -0.958%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.410%, plus: +0.414%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.096%, plus: -0.088%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.732%, plus: +1.732%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.391%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.368%, plus: +0.519%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.268%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.096%, plus: +0.315%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.053%, plus: +3.053%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.079%, plus: +0.275%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.122%, plus: +0.123%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.213%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.067%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.195%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.225%, plus: -0.204%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.047%, plus: +0.082%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.549%, plus: +0.142%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.440%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.250%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.157%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.993%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.244%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.669%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.284%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.332%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.013%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.124%, plus: -0.130%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.363%, plus: -1.363%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.019%, plus: +2.019%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.669%, plus: -0.056%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.031%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.247%, plus: -0.513%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.146%, plus: -0.146%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.513%, plus: +0.536%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.246%, plus: +0.198%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.408%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.025%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.166%, plus: +0.165%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.079236e-04
+  - errors:
+    - {label: stat, symerror: +5.332%}
+    - asymerror: {minus: -4.262%, plus: +4.262%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.327%, plus: +0.327%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.038%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.174%, plus: +0.173%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.043%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -2.024%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.987%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.422%, plus: +0.428%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.105%, plus: -0.112%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.840%, plus: +1.840%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.031%, plus: -0.306%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.905%, plus: +1.198%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.064%, plus: -0.062%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.154%, plus: -0.594%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.015%, plus: +3.015%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.341%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.108%, plus: +0.108%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.136%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.196%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.242%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.221%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.209%, plus: -0.311%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -2.271%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.822%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.906%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.724%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.301%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.369%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.081%, plus: -1.701%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.754%, plus: -0.459%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.052%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.328%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.025%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.555%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.663%, plus: -1.663%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.626%, plus: +0.626%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.480%, plus: -1.697%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.467%, plus: -1.100%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.151%, plus: -0.152%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.162%, plus: -0.252%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.424%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.680%, plus: -1.109%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.155%, plus: +0.154%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.389164e-04
+  - errors:
+    - {label: stat, symerror: +5.380%}
+    - asymerror: {minus: -7.124%, plus: +7.124%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.243%, plus: +6.243%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.216%, plus: +0.216%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.268%, plus: -0.226%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.078%, plus: +0.611%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.191%, plus: +0.367%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.461%, plus: +0.468%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.169%, plus: -0.139%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.017%, plus: +2.017%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.563%, plus: +1.039%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.381%, plus: -0.077%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.340%, plus: -0.214%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.975%, plus: +2.975%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.050%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.311%, plus: -0.399%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.125%, plus: +0.125%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.161%, plus: +0.302%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.126%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.605%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.059%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.691%, plus: -0.002%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.287%, plus: -0.109%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.289%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.734%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.704%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.485%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.791%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.516%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.115%, plus: +0.212%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.418%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.879%, plus: +1.506%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.413%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.063%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.346%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.730%, plus: -2.730%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.060%, plus: -0.195%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.599%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.173%, plus: -0.174%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.202%, plus: +0.263%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.135%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.075%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.213%, plus: +0.212%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.197220e-04
+  - errors:
+    - {label: stat, symerror: +6.682%}
+    - asymerror: {minus: +1.816%, plus: -1.816%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.591%, plus: +0.591%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.320%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.148%, plus: +0.149%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.545%, plus: -0.239%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.417%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.178%, plus: -1.280%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.469%, plus: +0.474%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.191%, plus: -0.256%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.144%, plus: +2.144%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +1.723%, plus: -0.424%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.078%, plus: +1.143%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.473%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.327%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.082%, plus: +3.082%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +1.116%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.125%, plus: +0.126%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.188%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.280%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.084%, plus: +0.487%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.114%, plus: -0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.737%, plus: -0.149%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.022%, plus: -0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.282%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.511%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.215%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.020%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.851%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.668%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.484%, plus: -0.392%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.557%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.043%, plus: -1.086%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.544%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.088%, plus: -2.088%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.151%, plus: +3.151%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.786%, plus: -0.984%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.140%, plus: +0.140%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.386%, plus: -0.615%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.163%, plus: -0.164%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.203%, plus: +0.109%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.385%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.919%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.022%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.207%, plus: +0.207%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.684049e-04
+  - errors:
+    - {label: stat, symerror: +7.232%}
+    - asymerror: {minus: -2.010%, plus: +2.010%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.740%, plus: +9.740%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.359%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.216%, plus: +0.215%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.033%, plus: -0.183%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.775%, plus: -0.807%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.507%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.476%, plus: +0.483%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.194%, plus: -0.193%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.532%, plus: +2.532%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.996%, plus: +0.916%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.055%, plus: +0.606%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.086%, plus: -0.188%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.160%, plus: +0.148%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.945%, plus: +2.945%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.088%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.498%, plus: +0.428%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.073%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.139%, plus: +0.139%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.118%, plus: -0.209%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.190%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.024%, plus: -0.233%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.200%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.028%, plus: -0.218%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.009%, plus: -0.033%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.033%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.610%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.113%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.382%, plus: -0.311%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.179%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.016%, plus: +1.710%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +3.621%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.527%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.208%, plus: +1.409%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.289%, plus: -0.298%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: +0.064%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.597%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.034%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.682%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.996%, plus: +0.996%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.683%, plus: -3.683%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.044%, plus: -0.689%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +1.056%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.194%, plus: -0.195%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.170%, plus: -1.349%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.391%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.036%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.249%, plus: +0.248%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.700405e-04
+  - errors:
+    - {label: stat, symerror: +6.124%}
+    - asymerror: {minus: -1.548%, plus: +1.548%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +14.460%, plus: -14.460%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.068%, plus: +0.429%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.254%, plus: +0.252%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.036%, plus: +0.485%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.948%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.058%, plus: +1.544%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.594%, plus: +0.603%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.268%, plus: -0.273%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.094%, plus: +2.094%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.476%, plus: +0.804%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.554%, plus: -0.913%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.224%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.047%, plus: +2.047%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.126%, plus: -0.125%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.214%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.106%, plus: -0.105%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.196%, plus: +0.196%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.146%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.061%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.270%, plus: +0.319%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.186%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.351%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.010%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.520%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.083%, plus: +0.103%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: +0.091%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.574%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.079%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.593%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.811%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +1.561%, plus: -0.012%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.636%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.253%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.032%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.741%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.152%, plus: -1.133%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.384%, plus: +0.951%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.761%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.227%, plus: -0.227%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.661%, plus: -1.661%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.651%, plus: -0.156%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.688%, plus: +0.786%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.291%, plus: -0.293%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.300%, plus: +0.300%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.505%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.300%, plus: +0.500%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.299%, plus: +1.580%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.108%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.325%, plus: +0.324%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.373453e-05
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 9.119330e-04
+   - value: 8.650203e-04
+   - value: 7.855596e-04
+   - value: 6.888148e-04
+   - value: 5.778954e-04
+   - value: 4.180696e-04
+   - value: 7.584004e-05
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.18, low: 0.0}
+  - {high: 0.36, low: 0.18}
+  - {high: 0.54, low: 0.36}
+  - {high: 0.71, low: 0.54}
+  - {high: 0.9, low: 0.71}
+  - {high: 1.09, low: 0.9}
+  - {high: 2.5, low: 1.09}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table364.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table364.yaml
new file mode 100644
index 0000000000..afd2a41972
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table364.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.669%}
+    - asymerror: {minus: -1.714%, plus: +1.714%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.713%, plus: +0.713%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.223%, plus: +0.223%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.165%, plus: -0.155%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.409%, plus: +0.062%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.533%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.537%, plus: +0.542%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.138%, plus: -0.144%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.867%, plus: +1.867%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.942%, plus: +0.071%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.201%, plus: -1.519%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.579%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.792%, plus: +2.792%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.084%, plus: -0.083%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.881%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.130%, plus: -0.128%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.152%, plus: +0.152%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.052%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.004%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.100%, plus: -0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.229%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.117%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.192%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.733%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.874%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.527%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.143%, plus: -0.110%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.120%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.621%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.021%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.626%, plus: +0.458%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.608%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.423%, plus: +4.106%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.024%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.817%, plus: +0.446%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.009%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.757%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.529%, plus: -4.529%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.705%, plus: +1.705%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.728%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.131%, plus: +0.131%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.409%, plus: +0.250%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.290%, plus: -0.290%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.527%, plus: -0.857%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.113%, plus: -0.324%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.481%, plus: +0.255%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.625%, plus: +0.677%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.049%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.196%, plus: +0.195%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.128309e-05
+  - errors:
+    - {label: stat, symerror: +6.318%}
+    - asymerror: {minus: +1.437%, plus: -1.437%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.982%, plus: -0.982%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.299%, plus: +0.298%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.036%, plus: -0.149%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.528%, plus: +0.315%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.526%, plus: +0.530%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.122%, plus: -0.122%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.129%, plus: +2.129%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.636%, plus: -0.624%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.100%, plus: +0.713%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.117%, plus: -0.003%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.549%, plus: -0.369%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.042%, plus: +3.042%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.054%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.237%, plus: -0.523%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.094%, plus: -0.093%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.145%, plus: +0.145%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.113%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.105%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.245%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.301%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.144%, plus: +0.198%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.216%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.055%, plus: -0.056%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.384%, plus: -0.515%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.046%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.858%, plus: -0.134%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.322%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.573%, plus: -0.151%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.745%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.939%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.712%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.162%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.335%, plus: +0.092%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.309%, plus: +0.732%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.630%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.335%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.035%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.048%, plus: +0.367%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.507%, plus: -2.507%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.006%, plus: -1.006%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.232%, plus: -1.800%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.622%, plus: -0.882%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.310%, plus: -0.311%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.052%, plus: +0.408%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.034%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.905%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.156%, plus: -0.124%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.199%, plus: +0.198%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.866780e-05
+  - errors:
+    - {label: stat, symerror: +7.605%}
+    - asymerror: {minus: -4.587%, plus: +4.587%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.689%, plus: -4.689%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.263%, plus: +0.262%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.191%, plus: -0.834%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.163%, plus: +1.006%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.533%, plus: +0.538%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.170%, plus: -0.172%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.235%, plus: +2.235%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.414%, plus: +0.630%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.224%, plus: +0.085%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.985%, plus: +2.985%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.123%, plus: -0.122%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.164%, plus: +0.165%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.150%, plus: +0.235%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.279%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.246%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.283%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.047%, plus: -0.042%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.604%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.915%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.546%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.537%, plus: -0.226%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.445%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.896%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.007%, plus: -0.002%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.447%, plus: +0.767%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.028%, plus: -0.050%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.597%, plus: +0.785%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.025%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.381%, plus: -0.389%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.201%, plus: -3.201%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.169%, plus: -3.169%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.964%, plus: -0.096%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.208%, plus: +0.211%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.365%, plus: -0.365%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.183%, plus: +0.243%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.074%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.356%, plus: +0.429%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.720%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.231%, plus: +0.231%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.857679e-05
+  - errors:
+    - {label: stat, symerror: +7.705%}
+    - asymerror: {minus: +0.951%, plus: -0.951%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.034%, plus: +1.034%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.079%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.359%, plus: +0.358%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.398%, plus: +0.255%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.483%, plus: +0.229%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.579%, plus: +0.585%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.138%, plus: -0.144%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.530%, plus: +2.530%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.215%, plus: -0.535%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.238%, plus: +0.544%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.746%, plus: +2.746%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.079%, plus: -0.077%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.249%, plus: -0.767%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.160%, plus: -0.158%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.191%, plus: +0.192%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.043%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.136%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.208%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.239%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.161%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.232%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.393%, plus: -2.123%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.005%, plus: +0.254%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.036%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.741%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.042%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.527%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.519%, plus: -1.142%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.254%, plus: -0.676%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.200%, plus: -0.064%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.208%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.089%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.129%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.502%, plus: +1.502%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.322%, plus: -2.322%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.198%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.116%, plus: +0.116%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.758%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.403%, plus: -0.403%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.189%, plus: +0.291%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.221%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.164%, plus: +0.240%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.570%, plus: +1.503%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.231%, plus: +0.230%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.346980e-05
+  - errors:
+    - {label: stat, symerror: +6.392%}
+    - asymerror: {minus: -2.885%, plus: +2.885%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.750%, plus: +2.750%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.449%, plus: +0.387%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.345%, plus: +0.344%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.074%, plus: +0.074%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.511%, plus: +0.155%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.679%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.646%, plus: +0.653%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.287%, plus: -0.268%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.146%, plus: +2.146%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.777%, plus: +0.266%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.192%, plus: -1.797%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.315%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.523%, plus: +0.161%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.867%, plus: +1.867%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.214%, plus: -0.211%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.436%, plus: +0.022%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.299%, plus: -0.295%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.258%, plus: +0.259%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.243%, plus: +0.311%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.011%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.342%, plus: +0.375%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.492%, plus: -0.304%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.368%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.304%, plus: +0.447%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.491%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.005%, plus: -0.133%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.010%, plus: -0.108%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.145%, plus: +0.977%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.606%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.322%, plus: -0.126%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.411%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.775%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.388%, plus: +0.089%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.107%, plus: -0.094%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.570%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.271%, plus: +0.984%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.039%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.613%, plus: -0.957%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.132%, plus: +1.132%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.733%, plus: +3.733%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.809%, plus: +0.449%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.148%, plus: +0.149%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.172%, plus: +0.522%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.636%, plus: -0.636%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.598%, plus: -0.197%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.461%, plus: -0.524%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.606%, plus: +0.442%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.697%, plus: +2.248%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.167%, plus: +0.247%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.315%, plus: +0.314%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.207747e-06
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.269441e-05
+   - value: 5.712589e-05
+   - value: 4.606776e-05
+   - value: 3.506304e-05
+   - value: 5.210646e-06
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.2, low: 0.0}
+  - {high: 0.39, low: 0.2}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
+  - {high: 2.5, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table365.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table365.yaml
new file mode 100644
index 0000000000..2fb38b8cd3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table365.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.820760e-09}
+  - {value: 3.537981e-10}
+  - {value: 1.989594e-10}
+  - {value: -4.877732e-10}
+  - {value: 5.002601e-11}
+  - {value: 2.399063e-11}
+  - {value: 3.537981e-10}
+  - {value: 1.871488e-09}
+  - {value: 2.339490e-10}
+  - {value: -4.232570e-10}
+  - {value: 2.067118e-10}
+  - {value: 5.049428e-11}
+  - {value: 1.989594e-10}
+  - {value: 2.339490e-10}
+  - {value: 1.633455e-09}
+  - {value: -1.165453e-10}
+  - {value: 2.872008e-10}
+  - {value: 8.587409e-11}
+  - {value: -4.877732e-10}
+  - {value: -4.232570e-10}
+  - {value: -1.165453e-10}
+  - {value: 1.605619e-09}
+  - {value: 6.956296e-11}
+  - {value: 6.579084e-11}
+  - {value: 5.002601e-11}
+  - {value: 2.067118e-10}
+  - {value: 2.872008e-10}
+  - {value: 6.956296e-11}
+  - {value: 8.496358e-10}
+  - {value: 7.734131e-11}
+  - {value: 2.399063e-11}
+  - {value: 5.049428e-11}
+  - {value: 8.587409e-11}
+  - {value: 6.579084e-11}
+  - {value: 7.734131e-11}
+  - {value: 4.349636e-11}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 0.79, low: 0.51}
+  - {high: 0.79, low: 0.51}
+  - {high: 0.79, low: 0.51}
+  - {high: 0.79, low: 0.51}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 1.40, low: 1.09}
+  - {high: 1.40, low: 1.09}
+  - {high: 1.40, low: 1.09}
+  - {high: 1.40, low: 1.09}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 2.50, low: 1.40}
+  - {high: 2.50, low: 1.40}
+  - {high: 2.50, low: 1.40}
+  - {high: 2.50, low: 1.40}
+  - {high: 2.50, low: 1.40}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table366.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table366.yaml
new file mode 100644
index 0000000000..27e9b423ff
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table366.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.102776e-09}
+  - {value: -1.581395e-09}
+  - {value: -1.303076e-09}
+  - {value: -5.342836e-10}
+  - {value: -1.703676e-09}
+  - {value: -4.225056e-10}
+  - {value: 7.028507e-11}
+  - {value: 1.360840e-10}
+  - {value: 1.821455e-10}
+  - {value: -1.518380e-09}
+  - {value: -4.776444e-10}
+  - {value: -1.266317e-10}
+  - {value: -1.153038e-09}
+  - {value: -1.135034e-09}
+  - {value: -1.143286e-09}
+  - {value: 1.342836e-11}
+  - {value: -3.823706e-10}
+  - {value: -1.578395e-10}
+  - {value: -1.621155e-09}
+  - {value: -1.746437e-09}
+  - {value: -1.776444e-09}
+  - {value: 1.136534e-10}
+  - {value: -8.979745e-10}
+  - {value: -2.220555e-10}
+  - {value: 5.632408e-10}
+  - {value: 4.600150e-10}
+  - {value: -1.233308e-10}
+  - {value: -7.066767e-10}
+  - {value: -2.366092e-10}
+  - {value: -4.853713e-11}
+  - {value: 1.144036e-10}
+  - {value: 4.652663e-11}
+  - {value: -9.467367e-11}
+  - {value: -2.055514e-10}
+  - {value: -8.582146e-11}
+  - {value: -3.150788e-11}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table367.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table367.yaml
new file mode 100644
index 0000000000..8af4ddd11b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table367.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.939427e-08}
+  - {value: 3.074094e-09}
+  - {value: 2.355868e-09}
+  - {value: 4.698756e-09}
+  - {value: 4.999459e-10}
+  - {value: -1.562142e-10}
+  - {value: 3.074094e-09}
+  - {value: 1.098107e-08}
+  - {value: -1.576203e-09}
+  - {value: -2.673878e-10}
+  - {value: 6.758248e-10}
+  - {value: -1.233748e-10}
+  - {value: 2.355868e-09}
+  - {value: -1.576203e-09}
+  - {value: 7.521904e-09}
+  - {value: 1.935316e-09}
+  - {value: -6.009735e-10}
+  - {value: 1.532288e-10}
+  - {value: 4.698756e-09}
+  - {value: -2.673878e-10}
+  - {value: 1.935316e-09}
+  - {value: 9.966468e-09}
+  - {value: -1.572093e-09}
+  - {value: -2.256355e-10}
+  - {value: 4.999459e-10}
+  - {value: 6.758248e-10}
+  - {value: -6.009735e-10}
+  - {value: -1.572093e-09}
+  - {value: 4.523526e-09}
+  - {value: 2.472688e-10}
+  - {value: -1.562142e-10}
+  - {value: -1.233748e-10}
+  - {value: 1.532288e-10}
+  - {value: -2.256355e-10}
+  - {value: 2.472688e-10}
+  - {value: 2.243375e-10}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.19, low: 0.00}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table368.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table368.yaml
new file mode 100644
index 0000000000..107ba8d903
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table368.yaml
@@ -0,0 +1,136 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table369.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table369.yaml
new file mode 100644
index 0000000000..8d5bcf12df
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table369.yaml
@@ -0,0 +1,136 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
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+independent_variables:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table37.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table37.yaml
new file mode 100644
index 0000000000..67624b99c0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table37.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
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+independent_variables:
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+  - {high: 2.66, low: 2.43}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table370.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table370.yaml
new file mode 100644
index 0000000000..0a56fe4213
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table370.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
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+  - {value: -8.514873e-11}
+  - {value: 2.031801e-10}
+  - {value: 6.135208e-11}
+independent_variables:
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+  values:
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+  - {high: 2.50, low: 1.09}
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+- header: {name: 'ABS_TT_Y'}
+  values:
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+  - {high: 2.50, low: 1.09}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table371.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table371.yaml
new file mode 100644
index 0000000000..177160858b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table371.yaml
@@ -0,0 +1,100 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.732010e-11}
+  - {value: -2.174524e-11}
+  - {value: -6.219189e-11}
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+  - {value: 6.767577e-13}
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+independent_variables:
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+  values:
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+- header: {name: 'ABS_TT_Y'}
+  values:
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+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table372.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table372.yaml
new file mode 100644
index 0000000000..853facd711
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table372.yaml
@@ -0,0 +1,100 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
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+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
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+- header: {name: 'ABS_TT_Y'}
+  values:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table373.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table373.yaml
new file mode 100644
index 0000000000..c1c345b884
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table373.yaml
@@ -0,0 +1,115 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
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+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
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+  - {high: 0.39, low: 0.20}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
+  - {high: 0.79, low: 0.59}
+  - {high: 0.79, low: 0.59}
+  - {high: 0.79, low: 0.59}
+  - {high: 0.79, low: 0.59}
+  - {high: 0.79, low: 0.59}
+  - {high: 0.79, low: 0.59}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.18, low: 0.00}
+  - {high: 0.36, low: 0.18}
+  - {high: 0.54, low: 0.36}
+  - {high: 0.71, low: 0.54}
+  - {high: 0.90, low: 0.71}
+  - {high: 1.09, low: 0.90}
+  - {high: 2.50, low: 1.09}
+  - {high: 0.18, low: 0.00}
+  - {high: 0.36, low: 0.18}
+  - {high: 0.54, low: 0.36}
+  - {high: 0.71, low: 0.54}
+  - {high: 0.90, low: 0.71}
+  - {high: 1.09, low: 0.90}
+  - {high: 2.50, low: 1.09}
+  - {high: 0.18, low: 0.00}
+  - {high: 0.36, low: 0.18}
+  - {high: 0.54, low: 0.36}
+  - {high: 0.71, low: 0.54}
+  - {high: 0.90, low: 0.71}
+  - {high: 1.09, low: 0.90}
+  - {high: 2.50, low: 1.09}
+  - {high: 0.18, low: 0.00}
+  - {high: 0.36, low: 0.18}
+  - {high: 0.54, low: 0.36}
+  - {high: 0.71, low: 0.54}
+  - {high: 0.90, low: 0.71}
+  - {high: 1.09, low: 0.90}
+  - {high: 2.50, low: 1.09}
+  - {high: 0.18, low: 0.00}
+  - {high: 0.36, low: 0.18}
+  - {high: 0.54, low: 0.36}
+  - {high: 0.71, low: 0.54}
+  - {high: 0.90, low: 0.71}
+  - {high: 1.09, low: 0.90}
+  - {high: 2.50, low: 1.09}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table374.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table374.yaml
new file mode 100644
index 0000000000..9c8f654141
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table374.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.321499e-11}
+  - {value: 9.588429e-13}
+  - {value: 4.859961e-12}
+  - {value: -1.858514e-12}
+  - {value: 7.658120e-13}
+  - {value: 9.588429e-13}
+  - {value: 2.856016e-11}
+  - {value: 1.251545e-12}
+  - {value: 1.354372e-12}
+  - {value: -5.656805e-13}
+  - {value: 4.859961e-12}
+  - {value: 1.251545e-12}
+  - {value: 1.916371e-11}
+  - {value: -4.328731e-13}
+  - {value: -8.013149e-14}
+  - {value: -1.858514e-12}
+  - {value: 1.354372e-12}
+  - {value: -4.328731e-13}
+  - {value: 1.033005e-11}
+  - {value: -2.310848e-13}
+  - {value: 7.658120e-13}
+  - {value: -5.656805e-13}
+  - {value: -8.013149e-14}
+  - {value: -2.310848e-13}
+  - {value: 2.640368e-13}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
+  - {high: 0.79, low: 0.59}
+  - {high: 0.79, low: 0.59}
+  - {high: 0.79, low: 0.59}
+  - {high: 0.79, low: 0.59}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.20, low: 0.00}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
+  - {high: 2.50, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table375.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table375.yaml
new file mode 100644
index 0000000000..9c58dbea8c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table375.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.634%}
+    - asymerror: {minus: +1.560%, plus: -1.560%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.476%, plus: -1.476%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.391%, plus: +0.392%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.362%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.315%, plus: -0.294%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.528%, plus: -1.493%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.679%, plus: -1.668%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.243%, plus: +1.185%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.262%, plus: +1.262%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.384%, plus: -0.219%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.469%, plus: -2.350%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.897%, plus: +5.897%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.733%, plus: +0.735%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.479%, plus: -0.387%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.728%, plus: +1.745%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.350%, plus: -0.349%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.049%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.119%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.143%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.275%, plus: -0.232%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.102%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.331%, plus: +0.653%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.186%, plus: +0.288%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.634%, plus: +0.555%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.566%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.747%, plus: +0.781%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.469%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.741%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.766%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.487%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.242%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.244%, plus: -0.403%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.019%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.051%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.673%, plus: -0.673%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.742%, plus: +11.742%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.362%, plus: +3.112%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.322%, plus: +0.323%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.155%, plus: +0.155%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.273%, plus: +0.709%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.287%, plus: -0.286%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.460%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.299%, plus: +0.324%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.376%, plus: -0.541%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.427%, plus: +2.654%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.212%, plus: +0.212%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.015937e-03
+  - errors:
+    - {label: stat, symerror: +3.730%}
+    - asymerror: {minus: -1.687%, plus: +1.687%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.770%, plus: -0.770%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.165%, plus: +0.246%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.528%, plus: +0.529%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.102%, plus: -0.102%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.293%, plus: +0.502%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.025%, plus: +0.994%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.084%, plus: -1.388%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.731%, plus: -1.719%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.233%, plus: +1.224%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.381%, plus: +1.381%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.016%, plus: -0.073%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.888%, plus: -3.570%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.158%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.172%, plus: +1.689%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.299%, plus: +6.299%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.750%, plus: +0.751%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.105%, plus: +0.384%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.723%, plus: +1.740%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.349%, plus: -0.348%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.059%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.289%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.359%, plus: -0.355%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.400%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.411%, plus: +0.387%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.359%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.185%, plus: -0.111%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.506%, plus: +0.275%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.470%, plus: +0.329%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.474%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.452%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.405%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.773%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.142%, plus: -2.648%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.087%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.201%, plus: -1.201%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.259%, plus: +10.259%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.201%, plus: +4.402%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.229%, plus: +0.220%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.171%, plus: +0.171%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.450%, plus: +1.570%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.278%, plus: -0.278%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.337%, plus: -0.236%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.195%, plus: +3.376%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.233%, plus: +0.233%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.058605e-03
+  - errors:
+    - {label: stat, symerror: +3.736%}
+    - asymerror: {minus: -3.569%, plus: +3.569%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.027%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.406%, plus: +0.408%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.180%, plus: +0.433%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.010%, plus: +0.335%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.175%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.612%, plus: -1.602%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.269%, plus: +1.243%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.380%, plus: +1.380%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.102%, plus: +0.225%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.598%, plus: -1.055%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.484%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.633%, plus: +0.390%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.079%, plus: +6.079%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.722%, plus: +0.725%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.501%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.704%, plus: +1.721%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.351%, plus: -0.350%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.223%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.377%, plus: -0.305%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.164%, plus: +0.282%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.243%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.342%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.452%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.450%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.141%, plus: -0.199%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.107%, plus: +0.112%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.579%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.447%, plus: -0.168%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.780%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.051%, plus: -5.070%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.056%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.296%, plus: -0.196%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.210%, plus: +0.252%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.433%, plus: +0.433%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.586%, plus: +7.586%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.990%, plus: +3.384%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.118%, plus: +0.119%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.157%, plus: +0.157%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.051%, plus: +0.973%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.266%, plus: -0.265%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.404%, plus: -0.150%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.007%, plus: +0.302%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.493%, plus: -0.333%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.559%, plus: +4.315%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.016%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.232%, plus: +0.232%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.183717e-04
+  - errors:
+    - {label: stat, symerror: +4.335%}
+    - asymerror: {minus: -1.704%, plus: +1.704%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.256%, plus: -8.256%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.288%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.421%, plus: +0.418%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.560%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.272%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.043%, plus: -0.617%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.573%, plus: -1.564%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.303%, plus: +1.260%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.519%, plus: +1.519%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.020%, plus: -0.227%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.244%, plus: -3.021%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.753%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.232%, plus: +0.140%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.658%, plus: +6.658%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.804%, plus: +0.805%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.546%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.803%, plus: +1.823%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.362%, plus: -0.361%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.255%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.487%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.346%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.272%, plus: +0.558%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.217%, plus: +0.171%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.265%, plus: -0.388%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.809%, plus: +0.314%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.147%, plus: +0.073%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.409%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.757%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.969%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.683%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.007%, plus: +0.084%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.267%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.032%, plus: -0.078%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.469%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.560%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.015%, plus: -1.015%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.220%, plus: +1.220%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.328%, plus: +2.858%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.218%, plus: +0.218%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.178%, plus: +0.178%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.783%, plus: +0.998%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.297%, plus: -0.296%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.258%, plus: +0.159%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.526%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.216%, plus: +3.077%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.226%, plus: +0.226%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.812612e-04
+  - errors:
+    - {label: stat, symerror: +4.573%}
+    - asymerror: {minus: -1.889%, plus: +1.889%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.190%, plus: -2.190%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.553%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.458%, plus: +0.461%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.119%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.702%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.024%, plus: +0.144%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.387%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.685%, plus: -1.671%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.262%, plus: +1.229%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.838%, plus: +1.838%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.129%, plus: +0.222%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.269%, plus: -5.069%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.130%, plus: -0.578%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.655%, plus: +1.285%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.277%, plus: +7.277%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.728%, plus: +0.730%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.579%, plus: -1.160%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.723%, plus: +1.741%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.348%, plus: -0.347%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.003%, plus: -0.200%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.341%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.285%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.753%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -1.290%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.022%, plus: +0.084%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.532%, plus: -0.554%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.295%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.338%, plus: -0.611%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.256%, plus: -1.002%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.274%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.784%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.387%, plus: -0.023%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.034%, plus: +0.272%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -4.879%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.107%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.556%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.561%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.479%, plus: +3.479%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.475%, plus: +6.475%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.714%, plus: +4.257%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.212%, plus: +0.212%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.188%, plus: +0.188%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -3.373%, plus: +1.954%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.286%, plus: -0.286%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.534%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.564%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.101%, plus: +4.135%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.080%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.246%, plus: +0.246%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.282438e-04
+  - errors:
+    - {label: stat, symerror: +7.176%}
+    - asymerror: {minus: -1.497%, plus: +1.497%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.937%, plus: -1.937%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.363%, plus: +0.363%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.465%, plus: +0.083%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.374%, plus: -0.231%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.474%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.519%, plus: -1.509%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.397%, plus: +1.395%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.363%, plus: +2.363%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.114%, plus: -0.420%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.305%, plus: -5.816%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.332%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.128%, plus: +0.277%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -9.063%, plus: +9.063%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.863%, plus: +0.863%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.509%, plus: +0.701%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.841%, plus: +1.859%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.370%, plus: -0.370%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.328%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.513%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.310%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.341%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.239%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.381%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.391%, plus: +0.161%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.110%, plus: +0.086%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.535%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.340%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.323%, plus: +0.395%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.510%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.071%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -6.509%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -5.645%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.266%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.598%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.642%, plus: -4.945%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.204%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.566%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.214%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.347%, plus: +0.274%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -9.479%, plus: +9.479%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.244%, plus: +3.244%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.521%, plus: +3.771%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.229%, plus: +0.228%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.307%, plus: +0.307%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.542%, plus: +2.131%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.299%, plus: -0.299%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.253%, plus: -0.139%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.055%, plus: +0.229%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.913%, plus: -0.350%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.462%, plus: +3.369%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.272%, plus: +0.273%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.302028e-05
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 9.428410e-04
+   - value: 8.931199e-04
+   - value: 7.958865e-04
+   - value: 6.322212e-04
+   - value: 4.293862e-04
+   - value: 7.561927e-05
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.26, low: 0.0}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.4, low: 1.09}
+  - {high: 2.5, low: 1.4}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table376.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table376.yaml
new file mode 100644
index 0000000000..ec0b355db4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table376.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.794%}
+    - asymerror: {minus: -5.434%, plus: +5.434%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.569%, plus: +2.569%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.233%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.266%, plus: +0.266%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.464%, plus: +0.466%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.158%, plus: -0.158%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.293%, plus: +0.134%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.560%, plus: +0.080%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.612%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.932%, plus: -0.925%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.099%, plus: +1.123%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.198%, plus: +1.198%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.195%, plus: +0.740%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.622%, plus: -2.394%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.261%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.341%, plus: +0.929%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.259%, plus: +3.259%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.905%, plus: +0.908%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.505%, plus: +0.982%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.833%, plus: +1.851%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.229%, plus: -0.229%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.417%, plus: -0.357%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.698%, plus: +0.720%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.681%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.922%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.861%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.826%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.115%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.909%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.636%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.711%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.077%, plus: -1.068%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.833%, plus: -0.989%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.015%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.467%, plus: -0.168%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.310%, plus: -9.310%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.404%, plus: +6.404%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.539%, plus: +3.824%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.311%, plus: +0.312%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.901%, plus: +1.408%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.402%, plus: -0.401%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.103%, plus: +0.011%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.127%, plus: -0.264%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.655%, plus: +3.761%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.495%, plus: +0.497%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.029251e-03
+  - errors:
+    - {label: stat, symerror: +3.496%}
+    - asymerror: {minus: -5.475%, plus: +5.475%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.060%, plus: -1.060%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.029%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.277%, plus: +0.277%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.451%, plus: +0.453%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.144%, plus: -0.144%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.425%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.658%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.422%, plus: -0.910%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.861%, plus: -0.853%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.143%, plus: +1.124%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.261%, plus: +1.261%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.140%, plus: -0.061%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.029%, plus: -2.571%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.986%, plus: +0.865%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.023%, plus: +3.023%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.862%, plus: +0.866%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.101%, plus: +0.176%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.792%, plus: +1.809%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.224%, plus: -0.224%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.026%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.023%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.063%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.076%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.457%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.489%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.880%, plus: +0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.661%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.644%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.972%, plus: +0.547%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.268%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.539%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.890%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.192%, plus: -1.124%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.775%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.913%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.008%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.035%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.113%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.093%, plus: -4.093%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.296%, plus: +9.296%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.566%, plus: +3.054%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.426%, plus: +0.428%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.600%, plus: +1.204%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.381%, plus: -0.381%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.058%, plus: +0.465%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.357%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.617%, plus: +2.955%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.014%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.500%, plus: +0.501%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.413651e-03
+  - errors:
+    - {label: stat, symerror: +3.635%}
+    - asymerror: {minus: -3.425%, plus: +3.425%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.630%, plus: +5.630%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.334%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.322%, plus: +0.323%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.453%, plus: +0.455%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.142%, plus: -0.142%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.395%, plus: +0.257%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.402%, plus: +0.277%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.832%, plus: -0.825%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.112%, plus: +1.132%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.264%, plus: +1.264%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.435%, plus: +0.254%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.505%, plus: -2.604%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.156%, plus: -0.624%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.366%, plus: +1.198%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.988%, plus: +2.988%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.855%, plus: +0.860%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.817%, plus: +1.835%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.231%, plus: -0.231%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.082%, plus: -0.082%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.008%, plus: -0.319%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.249%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.353%, plus: -0.420%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.735%, plus: +0.417%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.566%, plus: +0.135%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.998%, plus: +0.379%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.978%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.452%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.118%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.675%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.157%, plus: -0.221%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.163%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.036%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.114%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.529%, plus: -0.433%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.869%, plus: -4.869%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.890%, plus: +7.890%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.520%, plus: +3.255%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.429%, plus: +0.430%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.256%, plus: +1.244%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.390%, plus: -0.389%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.369%, plus: -0.348%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.070%, plus: -0.236%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.004%, plus: -0.172%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.570%, plus: +3.488%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.501%, plus: +0.502%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.990686e-03
+  - errors:
+    - {label: stat, symerror: +3.890%}
+    - asymerror: {minus: -6.058%, plus: +6.058%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.038%, plus: +7.038%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.177%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.279%, plus: +0.278%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.456%, plus: +0.456%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.146%, plus: -0.146%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.209%, plus: +0.410%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.281%, plus: -0.279%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.301%, plus: -0.809%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.862%, plus: -0.855%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.110%, plus: +1.122%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.380%, plus: +1.380%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.412%, plus: +0.461%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.502%, plus: -2.850%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.184%, plus: -0.120%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.870%, plus: +1.268%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.228%, plus: +3.228%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.897%, plus: +0.899%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.509%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.807%, plus: +1.824%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.220%, plus: -0.220%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.099%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.175%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.079%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.500%, plus: -0.352%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.067%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.468%, plus: +0.833%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.015%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.532%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.329%, plus: +0.080%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.904%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.490%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.951%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.595%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.087%, plus: -0.462%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.491%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.163%, plus: +0.374%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.036%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.486%, plus: -0.361%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.861%, plus: -5.861%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.521%, plus: +7.521%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.675%, plus: +4.177%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.324%, plus: +0.325%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.438%, plus: +2.228%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.405%, plus: -0.404%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.325%, plus: +0.162%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.203%, plus: -0.281%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.047%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.072%, plus: +4.012%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.090%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.506%, plus: +0.508%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.653036e-03
+  - errors:
+    - {label: stat, symerror: +3.849%}
+    - asymerror: {minus: -0.916%, plus: +0.916%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.890%, plus: +1.890%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.162%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.295%, plus: +0.296%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.432%, plus: +0.433%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.149%, plus: -0.149%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.263%, plus: +0.333%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.888%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.986%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.796%, plus: -0.787%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.126%, plus: +1.053%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.439%, plus: +1.439%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.271%, plus: -0.020%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.387%, plus: -2.975%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.336%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.122%, plus: +0.548%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.915%, plus: +2.915%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.876%, plus: +0.879%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.359%, plus: +0.150%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.783%, plus: +1.799%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.205%, plus: -0.205%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.037%, plus: -0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.305%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.110%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.231%, plus: -0.524%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.173%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.416%, plus: +0.472%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.988%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.961%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.287%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.192%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.655%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.944%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.910%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.231%, plus: -0.481%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.634%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.574%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.252%, plus: -0.345%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.054%, plus: -4.054%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.431%, plus: +9.431%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.737%, plus: +2.953%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.382%, plus: +0.383%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.837%, plus: +1.438%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.386%, plus: -0.385%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.264%, plus: -0.135%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.103%, plus: -0.174%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.188%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.094%, plus: +3.092%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.076%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.534%, plus: +0.536%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.171312e-03
+  - errors:
+    - {label: stat, symerror: +3.380%}
+    - asymerror: {minus: +0.325%, plus: -0.325%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.131%, plus: +4.131%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.273%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.278%, plus: +0.278%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.439%, plus: +0.440%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.150%, plus: -0.149%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.293%, plus: +0.073%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.364%, plus: +0.025%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.058%, plus: -1.691%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.776%, plus: -0.766%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.076%, plus: +1.043%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.208%, plus: +1.208%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.519%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.224%, plus: -2.131%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.172%, plus: +0.134%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.891%, plus: +0.632%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.193%, plus: +2.193%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.827%, plus: +0.830%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.250%, plus: +0.268%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.822%, plus: +1.839%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.201%, plus: -0.201%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.140%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.125%, plus: -0.177%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.194%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.055%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.179%, plus: -0.325%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.203%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.433%, plus: +0.350%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.071%, plus: -0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.019%, plus: -0.037%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.958%, plus: +0.080%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.782%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.586%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.456%, plus: +0.126%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.189%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.548%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.574%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.904%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.156%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.041%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.142%, plus: -0.325%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.452%, plus: -4.452%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.909%, plus: +11.909%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.501%, plus: +2.307%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.346%, plus: +0.346%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.122%, plus: +0.122%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.639%, plus: +1.023%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.402%, plus: -0.401%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.346%, plus: -0.336%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.080%, plus: -0.236%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.522%, plus: +2.399%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.010%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.580%, plus: +0.582%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.403421e-04
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.647226e-03
+   - value: 3.524682e-03
+   - value: 3.290937e-03
+   - value: 2.816869e-03
+   - value: 2.244759e-03
+   - value: 4.988757e-04
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.19, low: 0.0}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.6, low: 0.39}
+  - {high: 0.81, low: 0.6}
+  - {high: 1.04, low: 0.81}
+  - {high: 2.5, low: 1.04}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table377.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table377.yaml
new file mode 100644
index 0000000000..7ac7588c8a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table377.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.182%}
+    - asymerror: {minus: -1.782%, plus: +1.782%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.334%, plus: +10.334%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.202%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.500%, plus: +0.501%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.531%, plus: +0.533%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.368%, plus: +0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.119%, plus: -0.534%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.092%, plus: -0.146%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.565%, plus: -0.561%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.018%, plus: +0.981%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.659%, plus: +1.659%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.341%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.274%, plus: -2.564%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.159%, plus: -0.537%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.660%, plus: +0.671%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.793%, plus: +2.793%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.885%, plus: +0.889%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.764%, plus: +1.780%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.121%, plus: -0.120%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.174%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.112%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.148%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.012%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.149%, plus: -0.358%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.050%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.209%, plus: +0.146%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.080%, plus: -0.576%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.039%, plus: -0.617%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.480%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.779%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.272%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.017%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.955%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.013%, plus: -0.332%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.265%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.032%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.116%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.992%, plus: -3.992%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.443%, plus: +12.443%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.816%, plus: +2.266%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.443%, plus: +0.445%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.119%, plus: +0.119%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.645%, plus: +0.946%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.593%, plus: -0.591%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.035%, plus: +0.157%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.015%, plus: +3.260%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.087%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.631%, plus: +0.633%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.633707e-03
+  - errors:
+    - {label: stat, symerror: +5.162%}
+    - asymerror: {minus: -4.335%, plus: +4.335%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -12.691%, plus: +12.691%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.129%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.431%, plus: +0.433%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.490%, plus: +0.491%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.106%, plus: -0.122%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.320%, plus: -0.296%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.231%, plus: -2.010%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.592%, plus: -0.588%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.026%, plus: +1.009%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.743%, plus: +1.743%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.082%, plus: +0.494%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.241%, plus: -2.204%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.388%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.820%, plus: +1.079%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.910%, plus: +2.910%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.831%, plus: +0.834%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.136%, plus: +0.406%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.705%, plus: +1.720%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.308%, plus: -0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.033%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.067%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.087%, plus: -0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.089%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.146%, plus: +0.189%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.566%, plus: +0.056%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.788%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.111%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.282%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.572%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.363%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.691%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.125%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.871%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.616%, plus: -0.456%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.012%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.289%, plus: -0.266%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.521%, plus: -4.521%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.571%, plus: +10.571%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.471%, plus: +3.105%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.368%, plus: +0.369%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.071%, plus: +0.743%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.589%, plus: -0.587%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.426%, plus: +0.477%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.169%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.115%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.120%, plus: +3.384%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.639%, plus: +0.641%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.680101e-03
+  - errors:
+    - {label: stat, symerror: +5.355%}
+    - asymerror: {minus: -7.607%, plus: +7.607%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.052%, plus: +2.052%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.171%, plus: +0.223%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.452%, plus: +0.453%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.504%, plus: +0.505%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -2.248%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.038%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.579%, plus: -0.575%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.017%, plus: +0.985%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.850%, plus: +1.850%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.691%, plus: -1.544%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.184%, plus: -0.131%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.572%, plus: +0.164%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.861%, plus: +2.861%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.887%, plus: +0.891%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.473%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.746%, plus: +1.762%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.182%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.287%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.062%, plus: -0.230%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.090%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.161%, plus: +0.081%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -2.778%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -2.118%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.760%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.555%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.833%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -5.730%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.777%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.097%, plus: -2.280%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.037%, plus: -1.514%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.053%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.056%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.392%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.812%, plus: -4.812%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.062%, plus: +9.062%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.685%, plus: +1.412%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.298%, plus: +0.298%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.111%, plus: +0.111%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.854%, plus: +0.148%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.594%, plus: -0.592%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.250%, plus: -0.310%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.035%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.293%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.858%, plus: +2.319%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.149%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.628%, plus: +0.630%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.536598e-03
+  - errors:
+    - {label: stat, symerror: +5.403%}
+    - asymerror: {minus: -10.561%, plus: +10.561%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.070%, plus: +8.070%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.495%, plus: +0.496%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.506%, plus: +0.508%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.119%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.307%, plus: +0.592%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.699%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.540%, plus: -0.535%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.954%, plus: +0.958%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.028%, plus: +2.028%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.006%, plus: +0.160%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.041%, plus: -1.698%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.501%, plus: -0.146%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.388%, plus: +0.547%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.801%, plus: +2.801%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.758%, plus: +0.761%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.254%, plus: -0.268%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.711%, plus: +1.725%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.462%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.056%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.168%, plus: -0.028%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.047%, plus: -0.411%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.584%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.118%, plus: +0.077%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.327%, plus: +0.155%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.646%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.066%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.247%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.208%, plus: -0.173%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.601%, plus: +0.430%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.443%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.031%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.320%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.168%, plus: -3.168%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.425%, plus: +5.425%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.092%, plus: +2.962%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.464%, plus: +0.466%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.723%, plus: +1.390%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.616%, plus: -0.614%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.115%, plus: +0.204%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.418%, plus: +3.548%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.043%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.686%, plus: +0.688%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.496683e-03
+  - errors:
+    - {label: stat, symerror: +6.700%}
+    - asymerror: {minus: -1.334%, plus: +1.334%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.320%, plus: +2.320%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.286%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.427%, plus: +0.429%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.464%, plus: +0.466%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.124%, plus: -0.123%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.352%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.436%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.239%, plus: -2.328%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.533%, plus: -0.529%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.932%, plus: +0.839%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.153%, plus: +2.153%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +1.601%, plus: -0.323%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.513%, plus: -1.597%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.403%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.400%, plus: +0.835%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.900%, plus: +2.900%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.842%, plus: +0.846%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +1.058%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.739%, plus: +1.755%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.096%, plus: -0.096%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.093%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.220%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.050%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.365%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.024%, plus: -0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.787%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.747%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.865%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.856%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.978%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.250%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.113%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.507%, plus: -0.849%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.143%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.324%, plus: -2.134%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.073%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.407%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.223%, plus: -5.223%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.798%, plus: +11.798%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.389%, plus: +2.148%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.476%, plus: +0.478%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.147%, plus: +0.147%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.639%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.606%, plus: -0.604%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.116%, plus: +0.051%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.239%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.627%, plus: +3.617%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.010%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.680%, plus: +0.682%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.740618e-04
+  - errors:
+    - {label: stat, symerror: +7.264%}
+    - asymerror: {minus: -5.283%, plus: +5.283%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -11.627%, plus: +11.627%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.494%, plus: +0.495%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.475%, plus: +0.478%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.107%, plus: -0.107%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.159%, plus: +0.060%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.545%, plus: -0.827%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.430%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.526%, plus: -0.520%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.929%, plus: +0.903%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.547%, plus: +2.547%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.114%, plus: +1.019%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.562%, plus: -2.120%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.206%, plus: -0.257%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.884%, plus: +0.911%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.729%, plus: +2.729%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.720%, plus: +0.723%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.555%, plus: +0.560%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.679%, plus: +1.693%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.082%, plus: -0.082%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.073%, plus: -0.140%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.019%, plus: -0.269%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.082%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.422%, plus: +0.364%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.002%, plus: -0.033%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.036%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.361%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.870%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.492%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.323%, plus: -0.116%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.382%, plus: +1.155%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.089%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.550%, plus: -0.002%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.192%, plus: +0.812%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.574%, plus: -1.355%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: +0.062%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.568%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.817%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.238%, plus: -2.238%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.392%, plus: +4.392%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.076%, plus: +2.452%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.314%, plus: +0.314%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.163%, plus: +0.163%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.129%, plus: +2.331%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.637%, plus: -0.635%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.257%, plus: -1.407%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.328%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.514%, plus: +3.633%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.721%, plus: +0.724%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.695102e-04
+  - errors:
+    - {label: stat, symerror: +6.141%}
+    - asymerror: {minus: -4.806%, plus: +4.806%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.990%, plus: -12.990%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.202%, plus: +0.570%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.533%, plus: +0.533%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.499%, plus: +0.500%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.115%, plus: -0.115%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.228%, plus: +0.730%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.717%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.466%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.406%, plus: -0.401%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.856%, plus: +0.822%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.105%, plus: +2.105%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.594%, plus: +0.907%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.213%, plus: -3.597%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.353%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.503%, plus: +0.779%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.742%, plus: +1.742%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.683%, plus: +0.684%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.083%, plus: +0.345%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.647%, plus: +1.661%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.192%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.157%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.331%, plus: +0.383%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.186%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.635%, plus: -0.339%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.074%, plus: +0.311%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.365%, plus: +0.916%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.090%, plus: +0.103%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: +0.088%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.047%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.836%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.709%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.950%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +1.190%, plus: -0.557%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.823%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.171%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.889%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.433%, plus: -2.181%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.391%, plus: +0.981%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.926%, plus: -0.242%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.422%, plus: -3.422%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.583%, plus: +6.583%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.488%, plus: +3.002%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.360%, plus: +0.360%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.193%, plus: +0.193%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.993%, plus: +2.058%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.735%, plus: -0.733%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.213%, plus: +0.241%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.568%, plus: -0.207%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.170%, plus: +0.399%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.767%, plus: +5.101%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.140%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.797%, plus: +0.800%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.325378e-04
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.937649e-03
+   - value: 1.837970e-03
+   - value: 1.669134e-03
+   - value: 1.463574e-03
+   - value: 1.227895e-03
+   - value: 8.883021e-04
+   - value: 1.611427e-04
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.18, low: 0.0}
+  - {high: 0.36, low: 0.18}
+  - {high: 0.54, low: 0.36}
+  - {high: 0.71, low: 0.54}
+  - {high: 0.9, low: 0.71}
+  - {high: 1.09, low: 0.9}
+  - {high: 2.5, low: 1.09}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table378.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table378.yaml
new file mode 100644
index 0000000000..b57107748e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table378.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.714%}
+    - asymerror: {minus: -4.977%, plus: +4.977%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.444%, plus: +2.444%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.127%, plus: +0.225%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.502%, plus: +0.503%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.505%, plus: +0.507%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.027%, plus: +0.088%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.637%, plus: +0.043%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.588%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.463%, plus: -0.461%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.985%, plus: +0.953%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.880%, plus: +1.880%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.060%, plus: +0.173%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.826%, plus: -4.187%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.300%, plus: +0.724%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.645%, plus: +2.645%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.724%, plus: +0.727%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.938%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.624%, plus: +1.637%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.070%, plus: -0.069%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.000%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.064%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.100%, plus: -0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.053%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.181%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.504%, plus: +0.201%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.248%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.112%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.104%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.704%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.481%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.050%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.603%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.143%, plus: +3.002%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.023%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.824%, plus: +0.476%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.040%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.133%, plus: -0.891%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.586%, plus: -7.586%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.231%, plus: +10.231%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.792%, plus: +3.106%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.467%, plus: +0.469%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.183%, plus: +0.183%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.705%, plus: +1.515%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.733%, plus: -0.730%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.614%, plus: -0.916%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.177%, plus: -0.377%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.350%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.047%, plus: +4.166%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.081%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.668%, plus: +0.671%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.274400e-04
+  - errors:
+    - {label: stat, symerror: +6.339%}
+    - asymerror: {minus: -1.725%, plus: +1.725%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.720%, plus: +0.720%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.577%, plus: +0.579%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.554%, plus: +0.556%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.156%, plus: +0.094%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.755%, plus: +0.296%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.110%, plus: -0.960%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.475%, plus: -0.473%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.001%, plus: +0.975%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.134%, plus: +2.134%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.515%, plus: -0.523%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.490%, plus: -2.016%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.237%, plus: -0.072%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.180%, plus: +0.391%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.860%, plus: +2.860%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.754%, plus: +0.756%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.180%, plus: -0.393%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.659%, plus: +1.673%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.077%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.185%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.138%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.152%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.013%, plus: -0.124%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.045%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.335%, plus: -0.160%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.169%, plus: +0.020%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.303%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.831%, plus: +0.622%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.389%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.774%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.366%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.293%, plus: +0.138%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.316%, plus: -0.437%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: +0.068%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.328%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.004%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.231%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.629%, plus: -5.629%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.293%, plus: +7.293%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.926%, plus: +1.307%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.412%, plus: +0.413%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.700%, plus: +0.369%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.754%, plus: -0.751%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.349%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.370%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.387%, plus: +3.137%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.123%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.672%, plus: +0.674%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.220014e-04
+  - errors:
+    - {label: stat, symerror: +7.642%}
+    - asymerror: {minus: -7.942%, plus: +7.942%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.051%, plus: -3.051%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.191%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.541%, plus: +0.542%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.541%, plus: +0.543%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.111%, plus: -0.111%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.218%, plus: +0.079%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.853%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.467%, plus: -0.465%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.953%, plus: +0.924%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.246%, plus: +2.246%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.532%, plus: +0.732%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.795%, plus: -2.567%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.105%, plus: +0.016%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.801%, plus: +0.629%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.813%, plus: +2.813%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.746%, plus: +0.747%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.118%, plus: +0.070%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.631%, plus: +1.644%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.014%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.055%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.035%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.279%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.112%, plus: -0.455%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.310%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.651%, plus: +0.168%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.049%, plus: -0.045%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.231%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.611%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.329%, plus: +0.100%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.348%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.078%, plus: -0.179%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.569%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.115%, plus: -0.168%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.023%, plus: -0.591%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.171%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.027%, plus: -0.052%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.604%, plus: +0.815%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.007%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.546%, plus: -0.524%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.300%, plus: -6.300%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.949%, plus: +4.949%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.185%, plus: +3.064%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.544%, plus: +0.549%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.213%, plus: +0.213%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.403%, plus: +1.101%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.809%, plus: -0.805%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.096%, plus: +0.184%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.137%, plus: -0.207%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.226%, plus: +0.327%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.488%, plus: +4.211%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.003%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.704%, plus: +0.707%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.022158e-05
+  - errors:
+    - {label: stat, symerror: +7.738%}
+    - asymerror: {minus: -2.227%, plus: +2.227%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.771%, plus: +2.771%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.212%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.637%, plus: +0.639%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.516%, plus: +0.518%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.322%, plus: +0.129%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.624%, plus: +0.235%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.835%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.421%, plus: -0.419%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.984%, plus: +0.953%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.540%, plus: +2.540%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.548%, plus: -2.863%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.336%, plus: -0.604%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.962%, plus: +1.310%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.520%, plus: +2.520%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.729%, plus: +0.732%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.192%, plus: -0.637%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.594%, plus: +1.607%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.003%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.040%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.269%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.239%, plus: -0.171%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.122%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.071%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.626%, plus: +0.156%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.745%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.152%, plus: -2.419%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.867%, plus: +0.110%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.266%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.625%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.721%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.376%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.973%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.543%, plus: -1.595%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.270%, plus: -1.260%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.481%, plus: -1.123%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.215%, plus: +0.231%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.057%, plus: -0.165%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.294%, plus: -0.229%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.748%, plus: -1.748%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.866%, plus: +5.866%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.929%, plus: +3.367%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.452%, plus: +0.453%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.199%, plus: +0.199%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.062%, plus: +0.838%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.847%, plus: -0.843%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.102%, plus: +0.232%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.284%, plus: -0.200%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.034%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.029%, plus: +5.021%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.703%, plus: +0.706%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.960144e-05
+  - errors:
+    - {label: stat, symerror: +6.414%}
+    - asymerror: {minus: -6.186%, plus: +6.186%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.517%, plus: +4.517%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.582%, plus: +0.528%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.623%, plus: +0.625%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.535%, plus: +0.536%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.702%, plus: +0.398%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.267%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.169%, plus: -0.389%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.354%, plus: -0.351%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.837%, plus: +0.828%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.152%, plus: +2.152%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.896%, plus: +0.369%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.842%, plus: -4.457%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.113%, plus: -0.384%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.244%, plus: +0.925%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.530%, plus: +1.530%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.595%, plus: +0.598%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.493%, plus: +0.153%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.457%, plus: +1.468%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.289%, plus: +0.380%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.402%, plus: +0.439%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.491%, plus: -0.315%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.192%, plus: -0.640%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.367%, plus: +0.543%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.858%, plus: +0.403%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.510%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.385%, plus: +0.672%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.712%, plus: +0.461%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.527%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.002%, plus: -0.136%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.687%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.370%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.123%, plus: -0.682%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.603%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.278%, plus: +1.014%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.778%, plus: -1.092%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.107%, plus: -2.107%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.429%, plus: +12.429%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.903%, plus: +3.626%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.484%, plus: +0.486%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.224%, plus: +0.224%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.471%, plus: +1.790%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.081%, plus: -1.074%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.686%, plus: -0.255%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.525%, plus: -0.577%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.476%, plus: +0.341%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.116%, plus: +5.792%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.199%, plus: +0.275%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.787%, plus: +0.790%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.082966e-05
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.332113e-04
+   - value: 1.213794e-04
+   - value: 9.788344e-05
+   - value: 7.450092e-05
+   - value: 1.107143e-05
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.2, low: 0.0}
+  - {high: 0.39, low: 0.2}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
+  - {high: 2.5, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table379.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table379.yaml
new file mode 100644
index 0000000000..3276e3fdf3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table379.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.290323e-08}
+  - {value: 1.698231e-08}
+  - {value: 1.150624e-08}
+  - {value: 4.456296e-09}
+  - {value: 6.724766e-09}
+  - {value: 5.861082e-10}
+  - {value: 1.698231e-08}
+  - {value: 2.353018e-08}
+  - {value: 1.162071e-08}
+  - {value: 4.578564e-09}
+  - {value: 7.406348e-09}
+  - {value: 6.727367e-10}
+  - {value: 1.150624e-08}
+  - {value: 1.162071e-08}
+  - {value: 1.325182e-08}
+  - {value: 2.939646e-09}
+  - {value: 5.460458e-09}
+  - {value: 5.374610e-10}
+  - {value: 4.456296e-09}
+  - {value: 4.578564e-09}
+  - {value: 2.939646e-09}
+  - {value: 8.202393e-09}
+  - {value: 2.702914e-09}
+  - {value: 3.030697e-10}
+  - {value: 6.724766e-09}
+  - {value: 7.406348e-09}
+  - {value: 5.460458e-09}
+  - {value: 2.702914e-09}
+  - {value: 6.191467e-09}
+  - {value: 4.807492e-10}
+  - {value: 5.861082e-10}
+  - {value: 6.727367e-10}
+  - {value: 5.374610e-10}
+  - {value: 3.030697e-10}
+  - {value: 4.807492e-10}
+  - {value: 1.690947e-10}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 0.79, low: 0.51}
+  - {high: 0.79, low: 0.51}
+  - {high: 0.79, low: 0.51}
+  - {high: 0.79, low: 0.51}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 1.40, low: 1.09}
+  - {high: 1.40, low: 1.09}
+  - {high: 1.40, low: 1.09}
+  - {high: 1.40, low: 1.09}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 2.50, low: 1.40}
+  - {high: 2.50, low: 1.40}
+  - {high: 2.50, low: 1.40}
+  - {high: 2.50, low: 1.40}
+  - {high: 2.50, low: 1.40}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table38.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table38.yaml
new file mode 100644
index 0000000000..7bc7d29668
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table38.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'DSIG/DDELTAPHI (breakdown of systematics)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.727%}
+    - asymerror: {minus: -2.425%, plus: +2.425%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.134%, plus: +3.134%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.075%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.288%, plus: +0.288%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.384%, plus: +0.384%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.275%, plus: +0.374%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.542%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.234%, plus: -0.769%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.488%, plus: -1.481%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.266%, plus: +1.223%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.768%, plus: +0.768%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.659%, plus: -2.327%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.185%, plus: -0.007%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.687%, plus: +1.008%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.631%, plus: +3.631%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.108%, plus: +1.112%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.408%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.719%, plus: +1.735%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.265%, plus: -0.264%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.046%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.050%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.027%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.497%, plus: -0.397%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.048%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.394%, plus: +0.459%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.009%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.251%, plus: +0.039%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.608%, plus: +0.174%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.597%, plus: +0.040%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.525%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.118%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.271%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.066%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.246%, plus: -0.386%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.215%, plus: -0.333%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.582%, plus: -4.448%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.269%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +12.656%, plus: -12.656%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.015%, plus: +10.015%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.014%, plus: +3.664%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.452%, plus: +0.452%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.097%, plus: +0.097%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.300%, plus: +1.520%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.291%, plus: -0.291%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.088%, plus: -0.245%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.156%, plus: -0.311%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.212%, plus: +3.504%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.152%, plus: +0.152%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.232344e-01
+  - errors:
+    - {label: stat, symerror: +3.524%}
+    - asymerror: {minus: -1.944%, plus: +1.944%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.200%, plus: +2.200%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.315%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.276%, plus: +0.277%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.464%, plus: +0.466%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.116%, plus: -0.115%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.267%, plus: +0.236%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.789%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.272%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.245%, plus: -1.238%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.253%, plus: +1.252%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.188%, plus: +1.188%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.965%, plus: -3.109%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.800%, plus: +0.670%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.125%, plus: +4.125%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.035%, plus: +1.039%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.518%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.773%, plus: +1.790%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.253%, plus: -0.252%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.097%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.079%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.059%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.358%, plus: -0.365%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.091%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.341%, plus: +0.672%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.576%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.209%, plus: +0.860%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.513%, plus: -0.431%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.676%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.136%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.394%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.578%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.843%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.602%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.035%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.072%, plus: -0.325%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.382%, plus: -9.382%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.983%, plus: +7.983%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.556%, plus: +4.715%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.363%, plus: +0.365%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.398%, plus: +1.862%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.366%, plus: -0.366%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.172%, plus: -0.185%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.063%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.245%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.838%, plus: +4.675%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.013%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.304%, plus: +0.305%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.924372e-01
+  - errors:
+    - {label: stat, symerror: +3.009%}
+    - asymerror: {minus: -4.496%, plus: +4.496%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.458%, plus: +2.458%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.121%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.255%, plus: +0.256%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.487%, plus: +0.489%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.104%, plus: -0.104%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.289%, plus: +0.292%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.670%, plus: +0.135%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.332%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.054%, plus: -1.048%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.305%, plus: +1.239%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.010%, plus: +1.010%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.297%, plus: +0.275%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.137%, plus: -2.979%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.005%, plus: -0.074%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.886%, plus: +0.288%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.910%, plus: +2.910%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.964%, plus: +0.968%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.526%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.767%, plus: +1.783%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.234%, plus: -0.234%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.091%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.017%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.391%, plus: -0.335%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.039%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.555%, plus: +0.514%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.013%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.260%, plus: -0.572%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.194%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.320%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.802%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.002%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.203%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.419%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.305%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.331%, plus: -2.676%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.065%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.240%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.281%, plus: -8.281%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.034%, plus: +7.034%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.538%, plus: +3.663%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.407%, plus: +0.409%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.112%, plus: +0.112%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.372%, plus: +1.401%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.392%, plus: -0.391%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.151%, plus: -0.278%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.650%, plus: +4.439%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.042%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.380%, plus: +0.381%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.885602e-01
+  - errors:
+    - {label: stat, symerror: +2.111%}
+    - asymerror: {minus: -3.570%, plus: +3.570%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.054%, plus: +3.054%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.116%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.254%, plus: +0.254%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.448%, plus: +0.449%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.115%, plus: -0.115%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.148%, plus: +0.335%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.425%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.142%, plus: -0.594%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.824%, plus: -0.818%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.268%, plus: +1.250%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.790%, plus: +0.790%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.142%, plus: +0.079%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.860%, plus: -2.959%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.088%, plus: -0.144%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.398%, plus: +0.827%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.707%, plus: +1.707%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.898%, plus: +0.902%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.291%, plus: +0.305%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.782%, plus: +1.798%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.219%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.063%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.107%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.073%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.258%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.034%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.255%, plus: +0.364%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.700%, plus: +0.070%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.531%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.853%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.783%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.493%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.262%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.782%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.494%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.096%, plus: -1.056%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.614%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.064%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.019%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.974%, plus: -5.974%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.214%, plus: +7.214%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.235%, plus: +2.992%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.324%, plus: +0.325%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.192%, plus: +1.362%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.427%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.062%, plus: -0.047%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.063%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.084%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.564%, plus: +3.369%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.046%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.459%, plus: +0.460%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.880039e+00
+  - errors:
+    - {label: stat, symerror: +1.552%}
+    - asymerror: {minus: -1.780%, plus: +1.780%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.435%, plus: -0.435%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.142%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.312%, plus: +0.312%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.463%, plus: +0.464%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.141%, plus: -0.141%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.244%, plus: +0.213%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.655%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.053%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.582%, plus: -0.576%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.207%, plus: +1.202%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.613%, plus: +0.613%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.188%, plus: +0.122%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.553%, plus: -2.802%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.104%, plus: -0.143%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.946%, plus: +0.653%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.949%, plus: +0.949%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.839%, plus: +0.842%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.150%, plus: +0.048%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.813%, plus: +1.829%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.210%, plus: -0.209%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.083%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.081%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.085%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.020%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.207%, plus: -0.227%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.146%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.334%, plus: +0.337%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.917%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.679%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.882%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.427%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.040%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.679%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.754%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.145%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.878%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.074%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.073%, plus: -1.034%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.043%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.142%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.279%, plus: -5.279%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.751%, plus: +7.751%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.342%, plus: +3.105%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.336%, plus: +0.337%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.463%, plus: +0.976%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.478%, plus: -0.477%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.081%, plus: -0.002%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.037%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.123%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.702%, plus: +3.327%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.068%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.544%, plus: +0.546%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.258394e+00
+  - errors:
+    - {label: stat, symerror: +1.571%}
+    - asymerror: {minus: -4.879%, plus: +4.879%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.484%, plus: +5.484%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.174%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.358%, plus: +0.359%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.454%, plus: +0.455%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.153%, plus: -0.153%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.204%, plus: +0.110%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.114%, plus: -1.267%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.484%, plus: -0.479%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.989%, plus: +0.961%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.638%, plus: +0.638%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.228%, plus: +0.081%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.338%, plus: -2.688%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.175%, plus: -0.217%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.719%, plus: +0.901%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.785%, plus: +0.785%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.722%, plus: +0.725%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.836%, plus: +1.853%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.209%, plus: -0.208%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.043%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.105%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.081%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.056%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.258%, plus: -0.388%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.066%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.492%, plus: +0.329%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.647%, plus: +0.005%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.379%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.098%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.107%, plus: +0.080%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.567%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.803%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.608%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.341%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.189%, plus: -0.645%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.650%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.686%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.069%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.176%, plus: -0.274%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.174%, plus: -4.174%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.918%, plus: +8.918%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.828%, plus: +2.912%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.326%, plus: +0.327%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.149%, plus: +1.191%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.508%, plus: -0.506%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.047%, plus: -0.089%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.108%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.125%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.467%, plus: +3.242%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.018%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.634%, plus: +0.636%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.554892e+00
+- header: {name: 'DSIG/DDELTAPHI (PWG+PY8)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.154092e-01
+   - value: 5.237986e-01
+   - value: 9.715074e-01
+   - value: 1.788965e+00
+   - value: 3.232295e+00
+   - value: 3.633347e+00
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 2.14, low: 0.0}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.2, low: 3.05}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table380.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table380.yaml
new file mode 100644
index 0000000000..71c340daae
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table380.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.951238e-08}
+  - {value: 4.245311e-08}
+  - {value: 2.870218e-08}
+  - {value: 1.841710e-08}
+  - {value: 1.356339e-08}
+  - {value: -1.381095e-10}
+  - {value: 5.382596e-08}
+  - {value: 5.484621e-08}
+  - {value: 3.844711e-08}
+  - {value: 1.666167e-08}
+  - {value: 2.084771e-08}
+  - {value: 1.249062e-09}
+  - {value: 4.481620e-08}
+  - {value: 4.587397e-08}
+  - {value: 3.126782e-08}
+  - {value: 2.234059e-08}
+  - {value: 1.985746e-08}
+  - {value: 1.148537e-09}
+  - {value: 4.198050e-08}
+  - {value: 4.241560e-08}
+  - {value: 2.864216e-08}
+  - {value: 2.312828e-08}
+  - {value: 1.750188e-08}
+  - {value: 9.722431e-10}
+  - {value: 3.360090e-08}
+  - {value: 3.351838e-08}
+  - {value: 2.097524e-08}
+  - {value: 9.977494e-09}
+  - {value: 1.222806e-08}
+  - {value: 7.468117e-10}
+  - {value: 8.042011e-09}
+  - {value: 7.921980e-09}
+  - {value: 5.154539e-09}
+  - {value: 2.632408e-09}
+  - {value: 2.940735e-09}
+  - {value: 1.558890e-10}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table381.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table381.yaml
new file mode 100644
index 0000000000..c9fe75a1c2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table381.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.325581e-07}
+  - {value: 1.809843e-07}
+  - {value: 1.651704e-07}
+  - {value: 1.711628e-07}
+  - {value: 1.005300e-07}
+  - {value: 2.303948e-08}
+  - {value: 1.809843e-07}
+  - {value: 2.327745e-07}
+  - {value: 1.662737e-07}
+  - {value: 1.677447e-07}
+  - {value: 1.120389e-07}
+  - {value: 2.580855e-08}
+  - {value: 1.651704e-07}
+  - {value: 1.662737e-07}
+  - {value: 1.904381e-07}
+  - {value: 1.623797e-07}
+  - {value: 9.914548e-08}
+  - {value: 2.479178e-08}
+  - {value: 1.711628e-07}
+  - {value: 1.677447e-07}
+  - {value: 1.623797e-07}
+  - {value: 1.914981e-07}
+  - {value: 9.328286e-08}
+  - {value: 2.247701e-08}
+  - {value: 1.005300e-07}
+  - {value: 1.120389e-07}
+  - {value: 9.914548e-08}
+  - {value: 9.328286e-08}
+  - {value: 8.268253e-08}
+  - {value: 1.653867e-08}
+  - {value: 2.303948e-08}
+  - {value: 2.580855e-08}
+  - {value: 2.479178e-08}
+  - {value: 2.247701e-08}
+  - {value: 1.653867e-08}
+  - {value: 4.610059e-09}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 1.04, low: 0.81}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+  - {high: 2.50, low: 1.04}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.19, low: 0.00}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.04, low: 0.81}
+  - {high: 2.50, low: 1.04}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.04, low: 0.81}
+  - {high: 2.50, low: 1.04}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.04, low: 0.81}
+  - {high: 2.50, low: 1.04}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.04, low: 0.81}
+  - {high: 2.50, low: 1.04}
+  - {high: 0.19, low: 0.00}
+  - {high: 0.39, low: 0.19}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.04, low: 0.81}
+  - {high: 2.50, low: 1.04}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table382.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table382.yaml
new file mode 100644
index 0000000000..471c62b989
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table382.yaml
@@ -0,0 +1,136 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table383.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table383.yaml
new file mode 100644
index 0000000000..a8da3ab52f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table383.yaml
@@ -0,0 +1,136 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
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+independent_variables:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table384.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table384.yaml
new file mode 100644
index 0000000000..c60ff34746
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table384.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table385.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table385.yaml
new file mode 100644
index 0000000000..8944f93c39
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table385.yaml
@@ -0,0 +1,100 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.353184e-09}
+  - {value: 2.434243e-09}
+  - {value: 1.628619e-09}
+  - {value: 8.593879e-10}
+  - {value: 9.156328e-10}
+  - {value: 3.983457e-11}
+  - {value: 1.519438e-09}
+  - {value: 1.524400e-09}
+  - {value: 9.677419e-10}
+  - {value: 4.419355e-10}
+  - {value: 5.004963e-10}
+  - {value: 1.254756e-11}
+  - {value: 9.346567e-10}
+  - {value: 1.004963e-09}
+  - {value: 7.425972e-10}
+  - {value: 4.943755e-10}
+  - {value: 3.913151e-10}
+  - {value: 1.298594e-11}
+  - {value: 8.395368e-10}
+  - {value: 8.676592e-10}
+  - {value: 5.877585e-10}
+  - {value: 3.706369e-10}
+  - {value: 3.920596e-10}
+  - {value: 3.382961e-11}
+  - {value: 2.287841e-10}
+  - {value: 2.355666e-10}
+  - {value: 1.685691e-10}
+  - {value: 8.717949e-11}
+  - {value: 1.056245e-10}
+  - {value: 8.941274e-12}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
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+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
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+  - {high: 0.79, low: 0.51}
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+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
+  - {high: 1.09, low: 0.79}
+  - {high: 1.40, low: 1.09}
+  - {high: 2.50, low: 1.40}
+  - {high: 0.26, low: 0.00}
+  - {high: 0.51, low: 0.26}
+  - {high: 0.79, low: 0.51}
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+  - {high: 2.50, low: 1.40}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table386.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table386.yaml
new file mode 100644
index 0000000000..bba07323d2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table386.yaml
@@ -0,0 +1,100 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.920692e-09}
+  - {value: 9.149672e-09}
+  - {value: 8.085868e-09}
+  - {value: 8.021467e-09}
+  - {value: 5.228384e-09}
+  - {value: 1.218605e-09}
+  - {value: 5.409660e-09}
+  - {value: 5.631485e-09}
+  - {value: 4.777579e-09}
+  - {value: 4.620155e-09}
+  - {value: 3.320215e-09}
+  - {value: 7.735242e-10}
+  - {value: 4.710793e-09}
+  - {value: 4.422182e-09}
+  - {value: 3.914132e-09}
+  - {value: 4.252832e-09}
+  - {value: 2.208468e-09}
+  - {value: 5.013715e-10}
+  - {value: 2.571258e-09}
+  - {value: 2.931425e-09}
+  - {value: 2.721527e-09}
+  - {value: 2.652355e-09}
+  - {value: 1.747168e-09}
+  - {value: 4.009541e-10}
+  - {value: 6.785927e-10}
+  - {value: 8.109720e-10}
+  - {value: 7.322600e-10}
+  - {value: 7.098390e-10}
+  - {value: 4.605844e-10}
+  - {value: 1.120095e-10}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
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+  - {high: 0.79, low: 0.59}
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+  - {high: 2.50, low: 0.79}
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+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.19, low: 0.00}
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+  - {high: 0.39, low: 0.19}
+  - {high: 0.60, low: 0.39}
+  - {high: 0.81, low: 0.60}
+  - {high: 1.04, low: 0.81}
+  - {high: 2.50, low: 1.04}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table387.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table387.yaml
new file mode 100644
index 0000000000..d3db963a88
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table387.yaml
@@ -0,0 +1,115 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.997018e-09}
+  - {value: 5.264162e-09}
+  - {value: 4.157424e-09}
+  - {value: 3.744782e-09}
+  - {value: 2.647585e-09}
+  - {value: 1.727847e-09}
+  - {value: 3.713775e-10}
+  - {value: 3.069767e-09}
+  - {value: 3.050686e-09}
+  - {value: 2.483005e-09}
+  - {value: 1.963745e-09}
+  - {value: 1.786047e-09}
+  - {value: 9.044723e-10}
+  - {value: 2.014311e-10}
+  - {value: 2.284794e-09}
+  - {value: 2.618962e-09}
+  - {value: 2.103518e-09}
+  - {value: 2.252355e-09}
+  - {value: 1.119857e-09}
+  - {value: 9.841383e-10}
+  - {value: 2.008825e-10}
+  - {value: 1.792487e-09}
+  - {value: 1.865236e-09}
+  - {value: 1.260346e-09}
+  - {value: 1.217889e-09}
+  - {value: 8.295766e-10}
+  - {value: 6.487776e-10}
+  - {value: 1.393918e-10}
+  - {value: 4.896840e-10}
+  - {value: 5.109123e-10}
+  - {value: 3.699463e-10}
+  - {value: 3.563506e-10}
+  - {value: 2.301252e-10}
+  - {value: 1.700417e-10}
+  - {value: 3.601670e-11}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
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+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
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+  - {high: 0.36, low: 0.18}
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+  - {high: 2.50, low: 1.09}
+  - {high: 0.18, low: 0.00}
+  - {high: 0.36, low: 0.18}
+  - {high: 0.54, low: 0.36}
+  - {high: 0.71, low: 0.54}
+  - {high: 0.90, low: 0.71}
+  - {high: 1.09, low: 0.90}
+  - {high: 2.50, low: 1.09}
+  - {high: 0.18, low: 0.00}
+  - {high: 0.36, low: 0.18}
+  - {high: 0.54, low: 0.36}
+  - {high: 0.71, low: 0.54}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table388.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table388.yaml
new file mode 100644
index 0000000000..74fbec417b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table388.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.070348e-10}
+  - {value: 2.574359e-10}
+  - {value: 2.095464e-10}
+  - {value: 1.373044e-10}
+  - {value: 3.697567e-11}
+  - {value: 2.574359e-10}
+  - {value: 2.538593e-10}
+  - {value: 1.163445e-10}
+  - {value: 8.231427e-11}
+  - {value: 2.163840e-11}
+  - {value: 2.095464e-10}
+  - {value: 1.163445e-10}
+  - {value: 1.697830e-10}
+  - {value: 6.172255e-11}
+  - {value: 1.740434e-11}
+  - {value: 1.373044e-10}
+  - {value: 8.231427e-11}
+  - {value: 6.172255e-11}
+  - {value: 8.820513e-11}
+  - {value: 1.270743e-11}
+  - {value: 3.697567e-11}
+  - {value: 2.163840e-11}
+  - {value: 1.740434e-11}
+  - {value: 1.270743e-11}
+  - {value: 4.236686e-12}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.20, low: 0.00}
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+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.20, low: 0.00}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
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+  - {high: 0.79, low: 0.59}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.39, low: 0.20}
+  - {high: 0.59, low: 0.39}
+  - {high: 0.79, low: 0.59}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.20, low: 0.00}
+  - {high: 0.39, low: 0.20}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table389.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table389.yaml
new file mode 100644
index 0000000000..c49d6eff3c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table389.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 175.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.129%}
+    - asymerror: {minus: +1.829%, plus: -1.829%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.955%, plus: -9.955%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.398%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.275%, plus: -0.274%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.610%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.945%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.343%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.289%, plus: -1.311%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.110%, plus: +0.123%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.113%, plus: +1.113%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.760%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.037%, plus: -1.977%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.426%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.224%, plus: +0.431%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.136%, plus: +6.136%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.221%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +1.491%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.099%, plus: -0.093%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.202%, plus: -0.202%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.111%, plus: +0.112%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.224%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.536%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.525%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.953%, plus: -0.137%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.271%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.013%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.590%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.707%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.750%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.294%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.628%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.389%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.323%, plus: -5.175%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: +0.055%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.216%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.010%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.528%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.141%, plus: -2.141%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.075%, plus: -2.075%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.727%, plus: +2.145%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.042%, plus: +0.041%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.172%, plus: -0.177%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.258%, plus: +1.211%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.185%, plus: +0.186%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.152%, plus: -0.046%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.330%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.530%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.410%, plus: +1.279%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.056%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.423%, plus: -0.421%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.581837e-06
+  - errors:
+    - {label: stat, symerror: +2.559%}
+    - asymerror: {minus: +3.645%, plus: -3.645%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.563%, plus: +3.563%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.069%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.176%, plus: -0.175%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.077%, plus: +0.030%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.308%, plus: -0.196%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.547%, plus: -0.556%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.247%, plus: +0.211%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.885%, plus: +0.885%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.288%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.227%, plus: -1.201%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.002%, plus: -0.302%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.350%, plus: +3.350%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.036%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.052%, plus: -0.401%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.214%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.132%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.020%, plus: +0.191%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.433%, plus: +0.027%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.491%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.238%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.104%, plus: -0.321%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.465%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.403%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.012%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.229%, plus: -0.688%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.156%, plus: +0.355%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.178%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.019%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.429%, plus: +0.429%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.102%, plus: +3.102%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.166%, plus: +0.455%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.724%, plus: +0.182%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.171%, plus: +0.172%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.082%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.097%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.279%, plus: -0.278%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.065230e-06
+  - errors:
+    - {label: stat, symerror: +4.713%}
+    - asymerror: {minus: +1.545%, plus: -1.545%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.103%, plus: +3.103%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.200%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.126%, plus: +0.126%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.136%, plus: +0.136%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.224%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.790%, plus: +0.227%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.278%, plus: +0.593%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.642%, plus: -0.648%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.106%, plus: +0.128%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.282%, plus: +1.282%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.225%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.061%, plus: -0.045%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.220%, plus: +0.454%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.691%, plus: +5.691%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.039%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.507%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.027%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.363%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.084%, plus: -0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.337%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.396%, plus: -0.030%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.882%, plus: -0.589%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.496%, plus: -1.249%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +1.093%, plus: -1.788%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.790%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.736%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.052%, plus: +0.176%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.572%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.514%, plus: +2.094%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.039%, plus: -0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.166%, plus: +0.335%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.883%, plus: +0.883%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.037%, plus: +3.037%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.085%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.247%, plus: +0.248%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.074%, plus: +0.074%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.306%, plus: +0.579%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.259%, plus: -0.272%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.041%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.234%, plus: +0.416%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.138%, plus: -0.138%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.004740e-07
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 175.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.964320e-06
+   - value: 7.500232e-06
+   - value: 4.548385e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 200.0, low: 0.0}
+  - {high: 305.0, low: 200.0}
+  - {high: 1000.0, low: 305.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table39.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table39.yaml
new file mode 100644
index 0000000000..a41fb2092a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table39.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/Rad$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.106000e-04}
+  - {value: 1.806000e-03}
+  - {value: 2.898000e-03}
+  - {value: 4.808000e-03}
+  - {value: 7.629000e-03}
+  - {value: 9.358000e-03}
+  - {value: 1.806000e-03}
+  - {value: 8.383000e-03}
+  - {value: 1.153000e-02}
+  - {value: 1.913000e-02}
+  - {value: 3.119000e-02}
+  - {value: 3.723000e-02}
+  - {value: 2.898000e-03}
+  - {value: 1.153000e-02}
+  - {value: 2.101000e-02}
+  - {value: 3.163000e-02}
+  - {value: 4.934000e-02}
+  - {value: 6.296000e-02}
+  - {value: 4.808000e-03}
+  - {value: 1.913000e-02}
+  - {value: 3.163000e-02}
+  - {value: 5.679000e-02}
+  - {value: 8.348000e-02}
+  - {value: 1.102000e-01}
+  - {value: 7.629000e-03}
+  - {value: 3.119000e-02}
+  - {value: 4.934000e-02}
+  - {value: 8.348000e-02}
+  - {value: 1.451000e-01}
+  - {value: 1.644000e-01}
+  - {value: 9.358000e-03}
+  - {value: 3.723000e-02}
+  - {value: 6.296000e-02}
+  - {value: 1.102000e-01}
+  - {value: 1.644000e-01}
+  - {value: 2.480000e-01}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table390.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table390.yaml
new file mode 100644
index 0000000000..81a55fd99b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table390.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 175.0 GeV < T2_PT < 275.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.334%}
+    - asymerror: {minus: -0.936%, plus: +0.936%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.924%, plus: -1.924%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.078%, plus: -0.374%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.167%, plus: -0.167%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.068%, plus: -0.069%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.052%, plus: -0.292%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.131%, plus: +0.165%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.136%, plus: +0.138%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.155%, plus: +0.179%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.922%, plus: +0.922%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.113%, plus: -0.025%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.709%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.995%, plus: +1.995%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.140%, plus: +0.140%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.146%, plus: +0.143%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.134%, plus: -0.134%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.001%, plus: -0.286%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.074%, plus: -0.385%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.330%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.023%, plus: -0.224%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.392%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.000%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.445%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.274%, plus: +0.075%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.493%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.429%, plus: -0.129%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.530%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.277%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.320%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.261%, plus: +0.505%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.030%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.522%, plus: -0.580%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.553%, plus: +0.276%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.509%, plus: -3.509%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.231%, plus: -2.231%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.608%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.077%, plus: -0.076%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.143%, plus: +0.144%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.059%, plus: +0.085%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.385%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.056%, plus: -0.437%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.847%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.567324e-06
+  - errors:
+    - {label: stat, symerror: +1.945%}
+    - asymerror: {minus: +0.756%, plus: -0.756%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.939%, plus: +2.939%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.015%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.395%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.265%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.259%, plus: +0.264%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.063%, plus: +0.069%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.729%, plus: +0.729%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.309%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.416%, plus: +0.014%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.190%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.446%, plus: +1.446%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.132%, plus: +0.131%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.315%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.117%, plus: +0.114%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.205%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.171%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.474%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.439%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.523%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.677%, plus: +0.199%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.705%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.471%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.322%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.131%, plus: -0.558%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.001%, plus: -0.366%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.169%, plus: -1.353%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.097%, plus: -0.235%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.636%, plus: -0.636%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.145%, plus: +0.145%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.496%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.043%, plus: -0.070%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.113%, plus: +0.113%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.077%, plus: +0.093%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.577%, plus: -0.717%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.386591e-05
+  - errors:
+    - {label: stat, symerror: +3.369%}
+    - asymerror: {minus: -0.379%, plus: +0.379%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.767%, plus: +1.767%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.084%, plus: +0.083%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.543%, plus: -0.116%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.171%, plus: +0.174%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.013%, plus: -0.086%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.174%, plus: +1.174%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.317%, plus: -0.011%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.294%, plus: +1.275%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.336%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.350%, plus: -0.235%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.059%, plus: +2.059%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.156%, plus: +0.154%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.298%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.011%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.082%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.079%, plus: -0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.022%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.314%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.040%, plus: -0.094%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.085%, plus: +0.241%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.449%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.322%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.740%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.940%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.420%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.309%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.196%, plus: -0.197%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.676%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.024%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.093%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.075%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.103%, plus: -0.103%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.612%, plus: -1.612%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.466%, plus: -0.341%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.117%, plus: +0.118%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.661%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.023%, plus: -0.095%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.010%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.984%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.112%, plus: +0.112%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.033677e-06
+  - errors:
+    - {label: stat, symerror: +6.883%}
+    - asymerror: {minus: +1.104%, plus: -1.104%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.250%, plus: -4.250%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.409%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.294%, plus: +0.293%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.074%, plus: +0.073%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.097%, plus: +0.097%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.370%, plus: -0.069%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.069%, plus: +1.207%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.104%, plus: +0.107%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.018%, plus: -0.050%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.704%, plus: +1.704%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.345%, plus: -0.212%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.857%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.150%, plus: +0.302%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.251%, plus: +0.135%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.251%, plus: +3.251%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.005%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.214%, plus: -0.212%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.198%, plus: +0.198%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.064%, plus: +0.249%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.231%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.370%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.375%, plus: -0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.166%, plus: +0.204%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.218%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.970%, plus: -0.072%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.203%, plus: -0.025%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.608%, plus: -0.079%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.383%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +1.155%, plus: -0.281%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.652%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.933%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.744%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.028%, plus: +0.518%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.407%, plus: +5.561%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.510%, plus: +1.405%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.853%, plus: -0.165%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.096%, plus: -0.096%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.535%, plus: +2.535%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.150%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.356%, plus: +0.357%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.139%, plus: +0.139%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.623%, plus: -0.284%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.430%, plus: -0.434%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.558%, plus: +0.032%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.570%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.400%, plus: +0.689%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.998%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.169%, plus: +0.168%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.925966e-07
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 175.0 GeV < T2_PT < 275.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.264877e-06
+   - value: 2.433914e-05
+   - value: 7.460222e-06
+   - value: 3.010645e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 260.0, low: 0.0}
+  - {high: 335.0, low: 260.0}
+  - {high: 430.0, low: 335.0}
+  - {high: 1000.0, low: 430.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table391.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table391.yaml
new file mode 100644
index 0000000000..adec2b36c5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table391.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 275.0 GeV < T2_PT < 385.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.832%}
+    - asymerror: {minus: -0.721%, plus: +0.721%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.271%, plus: -2.271%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.083%, plus: +0.082%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.530%, plus: +0.538%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.188%, plus: -0.173%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.131%, plus: +1.131%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.090%, plus: +0.092%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.200%, plus: +0.856%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.062%, plus: -0.176%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.369%, plus: +1.369%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.456%, plus: -0.028%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.112%, plus: +0.109%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.201%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.020%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.327%, plus: +0.246%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.019%, plus: -0.194%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.191%, plus: +0.063%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.456%, plus: +0.068%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.812%, plus: +0.689%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.218%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.384%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.174%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.064%, plus: -0.009%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.309%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.941%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.279%, plus: +1.279%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.280%, plus: -1.280%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.993%, plus: -0.393%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.352%, plus: -0.361%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.177%, plus: -0.300%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.167%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.100%, plus: +0.330%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.543%, plus: -0.263%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.223%, plus: +0.222%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.091395e-06
+  - errors:
+    - {label: stat, symerror: +2.488%}
+    - asymerror: {minus: -1.751%, plus: +1.751%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.546%, plus: -1.546%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.190%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.221%, plus: +0.220%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.154%, plus: -0.143%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.082%, plus: -0.227%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.572%, plus: +0.579%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.269%, plus: -0.248%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.950%, plus: +0.950%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.122%, plus: +0.877%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.456%, plus: -0.226%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.114%, plus: +1.114%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.068%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.103%, plus: -0.001%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.019%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.158%, plus: +0.158%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.021%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.047%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.131%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.158%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.384%, plus: -0.235%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.368%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.700%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.806%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.517%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.348%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.125%, plus: -0.197%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.084%, plus: +0.689%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.217%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.062%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.064%, plus: +0.269%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.340%, plus: +2.340%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.956%, plus: +0.956%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.763%, plus: -1.246%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.224%, plus: -0.578%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.098%, plus: -0.099%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.174%, plus: +0.045%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.311%, plus: -0.965%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.296%, plus: +0.295%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.218716e-05
+  - errors:
+    - {label: stat, symerror: +4.073%}
+    - asymerror: {minus: -1.192%, plus: +1.192%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.523%, plus: +4.523%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.323%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.319%, plus: +0.319%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.206%, plus: +0.949%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.511%, plus: +0.518%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.226%, plus: -0.228%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.295%, plus: +1.295%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.274%, plus: +0.551%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.425%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.316%, plus: +1.316%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.128%, plus: -0.127%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.440%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.247%, plus: -0.245%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.266%, plus: +0.267%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.254%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.026%, plus: -0.496%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.281%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.438%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.356%, plus: -0.136%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.270%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.808%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.877%, plus: -0.383%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.668%, plus: -0.267%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.319%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.614%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.127%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.367%, plus: +0.180%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.211%, plus: +0.552%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.821%, plus: +0.525%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.890%, plus: +0.383%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.702%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.266%, plus: +3.266%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.177%, plus: -2.177%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.837%, plus: -0.838%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.168%, plus: +0.168%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.667%, plus: -0.809%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.492%, plus: -0.496%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.033%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.484%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.889%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.278%, plus: -0.225%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.309%, plus: +0.308%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.977244e-07
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 275.0 GeV < T2_PT < 385.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.233572e-06
+   - value: 1.370167e-05
+   - value: 6.551426e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 345.0, low: 0.0}
+  - {high: 415.0, low: 345.0}
+  - {high: 1000.0, low: 415.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table392.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table392.yaml
new file mode 100644
index 0000000000..61b1055776
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table392.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 385.0 GeV < T2_PT < 1000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.657%}
+    - asymerror: {minus: -8.227%, plus: +8.227%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.631%, plus: +5.631%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.385%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.434%, plus: +0.434%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.040%, plus: -0.160%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.998%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.175%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.567%, plus: +0.573%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.466%, plus: -0.469%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.842%, plus: +1.842%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.140%, plus: +0.091%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.867%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.026%, plus: +0.204%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.376%, plus: +1.376%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.235%, plus: -0.232%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.906%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.156%, plus: -0.153%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.254%, plus: +0.255%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.011%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.378%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.024%, plus: -0.353%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.065%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.143%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.298%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.318%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.908%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.445%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.861%, plus: +0.424%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.411%, plus: +0.635%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.071%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.495%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.236%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.080%, plus: -1.530%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.721%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.956%, plus: +5.130%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.336%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.105%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.335%, plus: -1.138%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.493%, plus: +2.493%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.660%, plus: +1.660%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.813%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.037%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.058%, plus: -0.305%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.402%, plus: -0.404%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.026%, plus: +0.170%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.082%, plus: -0.714%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -1.037%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.009%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.423%, plus: +0.422%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.646542e-08
+  - errors:
+    - {label: stat, symerror: +4.200%}
+    - asymerror: {minus: -7.188%, plus: +7.188%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.478%, plus: +1.478%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.492%, plus: +0.492%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.115%, plus: +0.115%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.229%, plus: -0.310%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.134%, plus: +0.673%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.635%, plus: +0.642%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.447%, plus: -0.443%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.127%, plus: +1.127%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.042%, plus: +0.510%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.414%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.445%, plus: -0.174%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.035%, plus: +1.035%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.444%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.188%, plus: -0.142%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.547%, plus: -0.537%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.349%, plus: +0.350%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.113%, plus: +0.267%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.280%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.108%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.412%, plus: -0.017%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.164%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.716%, plus: -0.097%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.455%, plus: -0.630%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.677%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.099%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.305%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.131%, plus: -0.199%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.127%, plus: +0.359%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.372%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.494%, plus: +1.227%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.598%, plus: -0.240%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.453%, plus: +4.453%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.636%, plus: +0.636%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.128%, plus: -0.613%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.173%, plus: +0.173%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.309%, plus: -0.251%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.107%, plus: -1.106%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.293%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.281%, plus: +0.684%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.788%, plus: +1.808%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.396%, plus: +0.395%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.493623e-08
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 385.0 GeV < T2_PT < 1000.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.000522e-07
+   - value: 1.050994e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 455.0, low: 0.0}
+  - {high: 1000.0, low: 455.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table393.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table393.yaml
new file mode 100644
index 0000000000..3e33969605
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table393.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.075592e-13}
+  - {value: -1.516408e-14}
+  - {value: -1.112490e-15}
+  - {value: -1.516408e-14}
+  - {value: 2.924082e-13}
+  - {value: 5.942857e-15}
+  - {value: -1.112490e-15}
+  - {value: 5.942857e-15}
+  - {value: 1.349878e-15}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 0.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table394.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table394.yaml
new file mode 100644
index 0000000000..1ed845d287
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table394.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -3.098857e-14}
+  - {value: -1.062286e-13}
+  - {value: -4.538857e-15}
+  - {value: -1.430286e-14}
+  - {value: 5.648571e-14}
+  - {value: 1.086286e-15}
+  - {value: -2.367429e-15}
+  - {value: -8.074286e-14}
+  - {value: -3.794286e-15}
+  - {value: -1.517714e-15}
+  - {value: 1.742857e-15}
+  - {value: 9.754286e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 260.00, low: 0.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table395.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table395.yaml
new file mode 100644
index 0000000000..858472136e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table395.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.395000e-13}
+  - {value: -5.275000e-14}
+  - {value: 2.629000e-14}
+  - {value: -4.586000e-16}
+  - {value: -5.275000e-14}
+  - {value: 5.676000e-13}
+  - {value: -3.151000e-14}
+  - {value: -8.768000e-16}
+  - {value: 2.629000e-14}
+  - {value: -3.151000e-14}
+  - {value: 1.399000e-13}
+  - {value: -6.205000e-16}
+  - {value: -4.586000e-16}
+  - {value: -8.768000e-16}
+  - {value: -6.205000e-16}
+  - {value: 6.972000e-16}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 260.00, low: 0.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table396.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table396.yaml
new file mode 100644
index 0000000000..c431417efa
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table396.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.522597e-14}
+  - {value: -2.836883e-14}
+  - {value: -1.293506e-15}
+  - {value: -1.599481e-13}
+  - {value: -8.270130e-14}
+  - {value: -2.473247e-15}
+  - {value: 1.882597e-16}
+  - {value: -3.247792e-15}
+  - {value: -1.851948e-16}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table397.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table397.yaml
new file mode 100644
index 0000000000..ad1f3b5628
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table397.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.672727e-14}
+  - {value: -2.914545e-14}
+  - {value: 9.881818e-15}
+  - {value: 1.543636e-16}
+  - {value: 4.222727e-14}
+  - {value: -1.646364e-13}
+  - {value: -8.345455e-15}
+  - {value: 1.530909e-15}
+  - {value: -5.145455e-15}
+  - {value: 8.375455e-16}
+  - {value: 9.745455e-16}
+  - {value: -1.596364e-16}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table398.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table398.yaml
new file mode 100644
index 0000000000..3281ed6ad3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table398.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.407438e-14}
+  - {value: 4.345455e-14}
+  - {value: -2.501653e-16}
+  - {value: 4.345455e-14}
+  - {value: 5.761983e-13}
+  - {value: 8.685950e-16}
+  - {value: -2.501653e-16}
+  - {value: 8.685950e-16}
+  - {value: 1.746281e-15}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table399.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table399.yaml
new file mode 100644
index 0000000000..ac8bf33cfa
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table399.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -4.810221e-16}
+  - {value: -6.007898e-16}
+  - {value: -7.194425e-18}
+  - {value: -1.183740e-15}
+  - {value: -1.398374e-15}
+  - {value: -3.592102e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table4.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table4.yaml
new file mode 100644
index 0000000000..c2043e2c0b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table4.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DABS_T1_Y (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.552%}
+    - asymerror: {minus: -1.704%, plus: +1.704%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.217%, plus: -0.217%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.093%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.325%, plus: +0.223%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.026%, plus: -0.025%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.022%, plus: -0.013%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.584%, plus: +0.584%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.086%, plus: -0.221%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.089%, plus: +0.091%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.298%, plus: +1.298%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.003%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.030%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.038%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.132%, plus: +0.107%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.320%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.279%, plus: +0.084%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.434%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.355%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.606%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.688%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.302%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.030%, plus: -0.142%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.178%, plus: +0.656%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.092%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.001%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.142%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.414%, plus: +0.414%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.333%, plus: +0.333%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.568%, plus: +0.284%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.313%, plus: -0.164%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.217%, plus: +0.156%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.020%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.553%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.546080e-01
+  - errors:
+    - {label: stat, symerror: +1.729%}
+    - asymerror: {minus: -0.204%, plus: +0.204%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.230%, plus: -1.230%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.090%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.269%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.634%, plus: +0.634%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.229%, plus: -0.072%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.301%, plus: +0.794%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.096%, plus: +0.119%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.218%, plus: -0.097%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.395%, plus: +1.395%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.016%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.000%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.004%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.000%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.089%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.062%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.115%, plus: -0.089%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.381%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.408%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.350%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.325%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.103%, plus: +0.265%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.276%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.492%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.402%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.200%, plus: -0.784%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.044%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.116%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.512%, plus: +0.512%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.795%, plus: +1.795%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.568%, plus: -0.180%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.613%, plus: -0.384%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.115%, plus: -0.146%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.089%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.034%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.600%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.792574e-01
+  - errors:
+    - {label: stat, symerror: +1.871%}
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.386%, plus: +2.386%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.068%, plus: -0.059%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.598%, plus: -0.348%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.036%, plus: -0.035%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.011%, plus: -0.004%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.689%, plus: +0.689%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.023%, plus: +0.172%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.409%, plus: +0.487%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.542%, plus: +1.542%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.006%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.003%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.050%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.019%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.000%, plus: -0.055%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.016%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.330%, plus: +0.270%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.018%, plus: -0.291%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.059%, plus: +0.600%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.356%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.419%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.455%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.494%, plus: -0.189%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.198%, plus: +0.369%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.139%, plus: -1.152%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.008%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.671%, plus: -0.671%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.268%, plus: -2.268%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.364%, plus: -0.390%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.435%, plus: -0.328%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.010%, plus: +0.151%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.039%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.148%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.278%, plus: -0.507%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.006%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.027688e-01
+  - errors:
+    - {label: stat, symerror: +2.159%}
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.926%, plus: +0.926%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.131%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.116%, plus: -0.102%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.000%, plus: -0.001%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.008%, plus: -0.016%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.783%, plus: +0.783%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.304%, plus: -0.152%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.811%, plus: +1.811%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.018%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.001%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.032%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.063%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.021%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.020%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.155%, plus: -0.026%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.011%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.159%, plus: +0.151%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.371%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.175%, plus: -0.006%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.005%, plus: -0.322%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.169%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.300%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.556%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.046%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.096%, plus: -1.096%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.241%, plus: +0.241%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.122%, plus: -0.122%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.179%, plus: -0.287%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.050%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.123%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.502%, plus: -0.169%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.056%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.984650e-01
+  - errors:
+    - {label: stat, symerror: +1.799%}
+    - asymerror: {minus: +1.478%, plus: -1.478%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.400%, plus: -0.400%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.049%, plus: -0.048%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.035%, plus: +0.011%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.274%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.043%, plus: +0.042%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.026%, plus: +0.012%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.656%, plus: +0.656%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.183%, plus: -0.561%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.067%, plus: +0.093%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.147%, plus: +0.047%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.557%, plus: +1.557%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.022%, plus: -0.159%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.014%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.057%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.062%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.028%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.047%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.075%, plus: +0.042%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.574%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.509%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.690%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.504%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.556%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.488%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.309%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.075%, plus: -0.469%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.679%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.027%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.899%, plus: -0.899%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.502%, plus: +0.022%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.041%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.027%, plus: +0.597%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.019%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.037%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.611%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.035%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.190426e-01
+  - errors:
+    - {label: stat, symerror: +4.177%}
+    - asymerror: {minus: +3.252%, plus: -3.252%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.510%, plus: -4.510%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.136%, plus: +0.235%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.039%, plus: +0.091%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.607%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.321%, plus: +1.573%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.037%, plus: +0.036%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.102%, plus: +0.074%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.617%, plus: +1.617%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.394%, plus: +0.417%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.932%, plus: -1.439%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.065%, plus: -0.081%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.250%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.949%, plus: +3.949%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.110%, plus: +0.434%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.016%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.094%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.035%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.033%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.098%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.083%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.028%, plus: -0.074%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.332%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.943%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.676%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +2.148%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.342%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.860%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.235%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.061%, plus: +1.467%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.080%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.645%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.022%, plus: +0.239%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.216%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.114%, plus: +2.114%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.405%, plus: +2.405%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.824%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.555%, plus: +0.555%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.450%, plus: +1.445%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.238%, plus: +0.246%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.251%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.333%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.255%, plus: +1.853%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.863531e-02
+- header: {name: '1/SIG*DSIG/DABS_T1_Y (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.400203e-01
+   - value: 6.907396e-01
+   - value: 6.087181e-01
+   - value: 5.072619e-01
+   - value: 3.207148e-01
+   - value: 6.221307e-02
+independent_variables:
+- header: {name: 'ABS_T1_Y', units: ''}
+  values:
+  - {high: 0.3, low: 0.0}
+  - {high: 0.6, low: 0.3}
+  - {high: 0.9, low: 0.6}
+  - {high: 1.2, low: 0.9}
+  - {high: 1.8, low: 1.2}
+  - {high: 2.5, low: 1.8}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table40.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table40.yaml
new file mode 100644
index 0000000000..3f13e49e7b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table40.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DABSPOUT (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.515%}
+    - asymerror: {minus: -1.467%, plus: +1.467%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.584%, plus: +2.584%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.007%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.018%, plus: -0.082%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.168%, plus: -0.189%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.664%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.187%, plus: +0.190%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.584%, plus: +0.584%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.065%, plus: -0.060%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.138%, plus: +0.470%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.145%, plus: +1.145%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.119%, plus: -0.118%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.161%, plus: -0.269%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.066%, plus: +0.065%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.004%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.022%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.031%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.053%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.013%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.236%, plus: +0.060%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.008%, plus: -0.127%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.594%, plus: +0.018%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.423%, plus: +0.195%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.929%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.268%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.229%, plus: -0.068%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.040%, plus: -0.394%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.564%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.934%, plus: +0.934%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.162%, plus: +0.162%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.037%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.028%, plus: +0.033%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.030%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.039%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.182248e-02
+  - errors:
+    - {label: stat, symerror: +1.568%}
+    - asymerror: {minus: +1.094%, plus: -1.094%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.670%, plus: -1.670%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.035%, plus: -0.032%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.136%, plus: -0.236%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.107%, plus: +0.109%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.020%, plus: -0.015%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.614%, plus: +0.614%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.093%, plus: +0.061%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.104%, plus: +0.188%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.157%, plus: -0.338%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.272%, plus: +1.272%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.082%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.217%, plus: +0.303%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.034%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.010%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.030%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.033%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.004%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.088%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.087%, plus: -0.081%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.012%, plus: +0.159%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.335%, plus: -0.099%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.352%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.508%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.156%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.014%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.020%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.382%, plus: +0.382%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.375%, plus: +0.375%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.018%, plus: -0.272%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.046%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.381%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.131%, plus: +0.171%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.007%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.139%, plus: -0.399%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.006%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.827779e-03
+  - errors:
+    - {label: stat, symerror: +1.799%}
+    - asymerror: {minus: +1.181%, plus: -1.181%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.622%, plus: -1.622%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.095%, plus: +0.072%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.470%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.065%, plus: +0.075%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.686%, plus: +0.686%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.107%, plus: -0.047%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.487%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.017%, plus: -0.184%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.188%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.580%, plus: +1.580%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.008%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.054%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.008%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.010%, plus: +0.089%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.133%, plus: +0.335%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.400%, plus: -0.148%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.479%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.083%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.944%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.305%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.366%, plus: +0.262%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.312%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.592%, plus: +0.373%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.020%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.163%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.266%, plus: -0.266%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.202%, plus: -1.202%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.402%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.026%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.920661e-03
+  - errors:
+    - {label: stat, symerror: +1.913%}
+    - asymerror: {minus: +0.791%, plus: -0.791%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.816%, plus: -0.816%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.142%, plus: +0.126%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.168%, plus: +0.045%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.002%, plus: +0.357%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.161%, plus: -0.164%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.092%, plus: +0.101%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.683%, plus: +0.683%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.115%, plus: -0.246%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.847%, plus: +1.847%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.588%, plus: -0.131%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.569%, plus: -0.265%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.106%, plus: +0.034%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.411%, plus: +0.119%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.441%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.265%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.235%, plus: -0.182%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.256%, plus: +0.248%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.194%, plus: -0.060%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.042%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.117%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.624%, plus: -0.624%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.542%, plus: -0.542%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.502%, plus: +0.136%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.234%, plus: +0.371%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.028%, plus: -0.068%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.001%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.064%, plus: -0.176%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.534%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.063%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.114877e-03
+  - errors:
+    - {label: stat, symerror: +2.967%}
+    - asymerror: {minus: -1.082%, plus: +1.082%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.683%, plus: -0.683%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.367%, plus: +0.672%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.260%, plus: -0.265%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.093%, plus: +0.082%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.998%, plus: +0.998%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.234%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.472%, plus: -0.477%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.217%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.490%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.063%, plus: +3.063%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.111%, plus: +0.110%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.025%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.118%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.051%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.230%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.111%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.272%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.015%, plus: -0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.015%, plus: -0.098%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.601%, plus: -0.001%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.402%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.496%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.160%, plus: +0.181%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.384%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.950%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.347%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.062%, plus: +0.745%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.151%, plus: -0.226%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.113%, plus: -4.108%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.014%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.945%, plus: -1.945%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.221%, plus: -0.221%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.450%, plus: +0.812%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.183%, plus: +0.410%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.329%, plus: +0.340%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.039%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.249%, plus: +1.300%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.038%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.598236e-03
+  - errors:
+    - {label: stat, symerror: +2.930%}
+    - asymerror: {minus: +0.626%, plus: -0.626%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.931%, plus: +2.931%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.035%, plus: -0.036%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.132%, plus: -0.072%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.642%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.130%, plus: +0.443%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.272%, plus: -0.275%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.984%, plus: +0.984%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.088%, plus: +0.239%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.479%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.721%, plus: +2.721%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.224%, plus: +0.222%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.101%, plus: +0.135%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.076%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.107%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.028%, plus: -0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.043%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.004%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.025%, plus: -0.049%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.098%, plus: +0.040%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.686%, plus: -0.284%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.822%, plus: -0.466%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.171%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.428%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.650%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.263%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.198%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.399%, plus: -0.685%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.134%, plus: -1.134%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.173%, plus: +2.173%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.306%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.100%, plus: +0.097%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.227%, plus: -0.150%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.051%, plus: -0.121%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.157%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.287%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.539%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.116%, plus: -0.116%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.288316e-03
+  - errors:
+    - {label: stat, symerror: +2.993%}
+    - asymerror: {minus: -1.981%, plus: +1.981%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.777%, plus: -1.777%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.072%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.185%, plus: +0.185%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.088%, plus: +0.088%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.311%, plus: +0.008%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.107%, plus: +0.108%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.082%, plus: -0.085%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.842%, plus: +0.842%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.069%, plus: -0.082%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.675%, plus: +0.779%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.182%, plus: +0.041%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.800%, plus: +1.800%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.247%, plus: +0.245%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.068%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.096%, plus: -0.095%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.140%, plus: +0.141%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.103%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.111%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.021%, plus: -0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.011%, plus: -0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.361%, plus: +0.020%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.536%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.162%, plus: -0.069%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.117%, plus: +0.073%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.608%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.213%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.450%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.497%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.071%, plus: -0.331%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.026%, plus: -1.153%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.020%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.159%, plus: +0.269%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.095%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.312%, plus: +1.312%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.237%, plus: +0.237%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.862%, plus: -0.912%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.278%, plus: +0.279%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.391%, plus: -0.397%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.115%, plus: -0.116%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.164%, plus: -0.313%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.022%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.156%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.619%, plus: -0.573%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.029%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.101769e-04
+- header: {name: '1/SIG*DSIG/DABSPOUT (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.222414e-02
+   - value: 8.652045e-03
+   - value: 6.771915e-03
+   - value: 5.080677e-03
+   - value: 3.534202e-03
+   - value: 2.219740e-03
+   - value: 2.231799e-04
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV'}
+  values:
+  - {high: 20.0, low: 0.0}
+  - {high: 40.0, low: 20.0}
+  - {high: 65.0, low: 40.0}
+  - {high: 100.0, low: 65.0}
+  - {high: 120.0, low: 100.0}
+  - {high: 160.0, low: 120.0}
+  - {high: 500.0, low: 160.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table400.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table400.yaml
new file mode 100644
index 0000000000..fec512d57d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table400.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.243577e-15}
+  - {value: -6.344715e-16}
+  - {value: -3.317073e-16}
+  - {value: -3.411382e-17}
+  - {value: -4.417886e-16}
+  - {value: -2.112195e-15}
+  - {value: 1.983740e-17}
+  - {value: -1.172358e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table401.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table401.yaml
new file mode 100644
index 0000000000..58c3ecabfd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table401.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.841833e-16}
+  - {value: 8.523282e-16}
+  - {value: 1.593496e-16}
+  - {value: 2.727273e-16}
+  - {value: 3.484109e-15}
+  - {value: 1.456615e-16}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table402.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table402.yaml
new file mode 100644
index 0000000000..f240423f98
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table402.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.329632e-16}
+  - {value: 7.130676e-17}
+  - {value: 7.130676e-17}
+  - {value: 9.787825e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table403.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table403.yaml
new file mode 100644
index 0000000000..b8d365e47f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table403.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 175.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.373%}
+    - asymerror: {minus: -1.283%, plus: +1.283%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.231%, plus: -8.231%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.073%, plus: +0.558%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.479%, plus: +0.480%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.128%, plus: +0.867%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.717%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.220%, plus: -0.716%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.210%, plus: -2.202%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.261%, plus: +1.253%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.173%, plus: +1.173%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.909%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.705%, plus: -4.711%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.551%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.954%, plus: +1.225%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.689%, plus: +6.689%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.617%, plus: +0.618%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +1.675%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.670%, plus: +1.689%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.428%, plus: -0.427%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.011%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.110%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.850%, plus: -0.224%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.331%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.371%, plus: +0.953%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.437%, plus: -0.181%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.049%, plus: +0.989%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.387%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.764%, plus: +0.458%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.338%, plus: +1.163%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.749%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.307%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.190%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.088%, plus: -0.219%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.587%, plus: -6.101%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: +0.054%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.236%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.044%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.736%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.023%, plus: -6.023%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.026%, plus: +6.026%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.849%, plus: +5.452%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.173%, plus: +0.168%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.153%, plus: +0.153%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.553%, plus: +2.523%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.260%, plus: -0.260%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.248%, plus: -0.112%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.413%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.685%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.911%, plus: +4.779%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.090%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.044%, plus: +0.043%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.532378e-06
+  - errors:
+    - {label: stat, symerror: +2.731%}
+    - asymerror: {minus: +0.590%, plus: -0.590%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.546%, plus: +5.546%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.212%, plus: +0.277%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.389%, plus: +0.390%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.095%, plus: -0.095%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.270%, plus: +0.285%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.185%, plus: +0.107%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.387%, plus: -1.249%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.461%, plus: -1.454%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.396%, plus: +1.343%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.931%, plus: +0.931%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.428%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.873%, plus: -3.956%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.730%, plus: +0.486%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.633%, plus: +3.633%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.872%, plus: +0.873%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.766%, plus: +1.784%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.354%, plus: -0.353%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.314%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.004%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.445%, plus: -0.372%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.047%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.399%, plus: +0.618%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.942%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.416%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.373%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.885%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.853%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.935%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.825%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.231%, plus: -1.116%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.181%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.187%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.555%, plus: -3.555%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.632%, plus: +11.632%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.306%, plus: +3.707%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.264%, plus: +0.263%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.013%, plus: +1.480%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.274%, plus: -0.274%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.146%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.252%, plus: -0.148%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.535%, plus: +3.158%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.187%, plus: +0.187%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.696067e-05
+  - errors:
+    - {label: stat, symerror: +4.797%}
+    - asymerror: {minus: -1.576%, plus: +1.576%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.077%, plus: +5.077%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.408%, plus: +0.409%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.449%, plus: +0.451%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.480%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.014%, plus: +0.191%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.468%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.557%, plus: -1.545%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.257%, plus: +1.258%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.290%, plus: +1.290%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.703%, plus: -2.832%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.254%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.950%, plus: +1.248%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.855%, plus: +5.855%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.875%, plus: +0.877%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.481%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.742%, plus: +1.757%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.253%, plus: -0.253%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.014%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.278%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.020%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.450%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.235%, plus: +0.765%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.002%, plus: -0.033%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.621%, plus: -0.867%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.604%, plus: +0.021%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.636%, plus: -1.378%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.689%, plus: -2.313%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.711%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.050%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.213%, plus: -0.038%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.255%, plus: +1.098%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.039%, plus: -0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.186%, plus: +0.373%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.019%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.384%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.118%, plus: -3.118%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.561%, plus: +11.561%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.228%, plus: +3.022%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.590%, plus: +0.594%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.601%, plus: +1.883%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.428%, plus: -0.428%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.355%, plus: -0.338%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.777%, plus: +3.886%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.034%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.328%, plus: +0.328%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.421716e-07
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 175.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.298652e-06
+   - value: 1.593666e-05
+   - value: 9.664507e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 200.0, low: 0.0}
+  - {high: 305.0, low: 200.0}
+  - {high: 1000.0, low: 305.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table404.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table404.yaml
new file mode 100644
index 0000000000..8606f3d242
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table404.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 175.0 GeV < T2_PT < 275.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.404%}
+    - asymerror: {minus: -4.136%, plus: +4.136%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.215%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.116%, plus: +0.116%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.397%, plus: +0.397%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.194%, plus: -0.194%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.019%, plus: +0.068%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.892%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.773%, plus: -0.766%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.305%, plus: +1.310%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.964%, plus: +0.964%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.028%, plus: +0.122%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.368%, plus: -2.145%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.188%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.614%, plus: +0.951%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.860%, plus: +1.860%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.975%, plus: +0.980%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.453%, plus: +0.137%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.910%, plus: +1.930%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.360%, plus: -0.359%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.215%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.010%, plus: -0.312%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.276%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.469%, plus: +0.033%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.069%, plus: +0.030%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.075%, plus: -0.171%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.131%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.027%, plus: -0.663%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.965%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.161%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.259%, plus: +0.072%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.067%, plus: -0.529%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.996%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.502%, plus: -0.541%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.347%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.336%, plus: -7.336%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.857%, plus: +5.857%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.617%, plus: +3.865%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.268%, plus: +0.269%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.415%, plus: +1.119%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.302%, plus: -0.302%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.303%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.211%, plus: -0.524%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.734%, plus: +3.918%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.339%, plus: +0.340%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.170773e-05
+  - errors:
+    - {label: stat, symerror: +2.021%}
+    - asymerror: {minus: -2.390%, plus: +2.390%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.910%, plus: +4.910%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.227%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.198%, plus: +0.198%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.445%, plus: +0.446%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.190%, plus: -0.190%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.356%, plus: +0.211%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.620%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.318%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.648%, plus: -0.641%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.214%, plus: +1.199%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.772%, plus: +0.772%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.214%, plus: -2.775%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.040%, plus: -0.268%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.926%, plus: +0.733%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.192%, plus: +1.192%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.966%, plus: +0.971%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.882%, plus: +1.900%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.245%, plus: -0.244%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.110%, plus: -0.110%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.084%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.079%, plus: -0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.236%, plus: -0.488%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.173%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.549%, plus: +0.362%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.012%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.983%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.696%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.379%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.519%, plus: +0.067%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.648%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.169%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.891%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.133%, plus: -0.986%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.007%, plus: -0.971%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.431%, plus: -2.316%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.077%, plus: -0.196%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.088%, plus: -0.274%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.577%, plus: -4.577%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.431%, plus: +8.431%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.359%, plus: +2.725%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.311%, plus: +0.311%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.256%, plus: +1.225%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.332%, plus: -0.332%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.146%, plus: -0.272%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.994%, plus: +2.714%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.506%, plus: +0.507%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.018850e-05
+  - errors:
+    - {label: stat, symerror: +3.418%}
+    - asymerror: {minus: -3.561%, plus: +3.561%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.715%, plus: +3.715%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.035%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.367%, plus: +0.367%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.483%, plus: +0.485%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.188%, plus: +0.435%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.316%, plus: -0.152%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.158%, plus: -0.927%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.736%, plus: -0.730%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.140%, plus: +1.043%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.191%, plus: +1.191%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.176%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.338%, plus: -1.549%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.460%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.384%, plus: +0.554%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.921%, plus: +1.921%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.990%, plus: +0.994%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.442%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.778%, plus: +1.793%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.031%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.106%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.040%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.079%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.444%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.172%, plus: +0.549%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.013%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.286%, plus: +0.270%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.944%, plus: +0.090%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.402%, plus: +0.180%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.383%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.760%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.514%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.039%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.311%, plus: -0.430%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.202%, plus: -0.802%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.654%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.024%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.113%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.272%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.065%, plus: -4.065%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.527%, plus: +6.527%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.758%, plus: +2.886%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.462%, plus: +0.464%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.109%, plus: +0.109%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.646%, plus: +1.321%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.444%, plus: -0.444%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.119%, plus: -0.161%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.602%, plus: +3.634%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.577%, plus: +0.578%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.479138e-05
+  - errors:
+    - {label: stat, symerror: +6.912%}
+    - asymerror: {minus: -2.031%, plus: +2.031%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.417%, plus: -2.417%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.115%, plus: +0.569%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.576%, plus: +0.577%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.533%, plus: +0.535%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.173%, plus: +0.427%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.144%, plus: -0.105%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.804%, plus: -0.797%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.134%, plus: +1.079%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.696%, plus: +1.696%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.204%, plus: -0.065%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.520%, plus: -2.408%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.027%, plus: +0.224%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.981%, plus: +0.927%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.123%, plus: +3.123%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.830%, plus: +0.831%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.093%, plus: +0.103%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.557%, plus: +1.568%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.027%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.109%, plus: +0.321%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.226%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.443%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.372%, plus: -0.171%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.364%, plus: -0.212%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.231%, plus: +0.302%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.137%, plus: -0.137%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.210%, plus: +0.645%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.454%, plus: -0.116%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.305%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.597%, plus: +0.251%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.750%, plus: -0.814%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.870%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.545%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.249%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.310%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.147%, plus: +4.530%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.012%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.530%, plus: +1.444%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.140%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +1.062%, plus: -0.321%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.059%, plus: -4.059%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.017%, plus: +11.017%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.063%, plus: +3.373%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.700%, plus: +0.704%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.150%, plus: +0.150%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.684%, plus: +1.009%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.877%, plus: -0.876%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.463%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.654%, plus: -0.144%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.247%, plus: +0.601%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.375%, plus: +5.522%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.022%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.633%, plus: +0.635%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.153122e-07
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 175.0 GeV < T2_PT < 275.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.118693e-05
+   - value: 5.171634e-05
+   - value: 1.585164e-05
+   - value: 6.397085e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 260.0, low: 0.0}
+  - {high: 335.0, low: 260.0}
+  - {high: 430.0, low: 335.0}
+  - {high: 1000.0, low: 430.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table405.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table405.yaml
new file mode 100644
index 0000000000..36133ee9e8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table405.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 275.0 GeV < T2_PT < 385.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.874%}
+    - asymerror: {minus: -3.914%, plus: +3.914%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.399%, plus: -0.399%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.244%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.365%, plus: +0.365%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.478%, plus: +0.479%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.186%, plus: -0.186%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.459%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.040%, plus: -1.338%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.374%, plus: -0.370%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.966%, plus: +0.954%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.165%, plus: +1.165%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.231%, plus: +0.239%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.435%, plus: -1.956%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.186%, plus: -0.254%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.593%, plus: +0.989%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.013%, plus: +1.013%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.793%, plus: +0.796%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.367%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.877%, plus: +1.895%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.180%, plus: -0.179%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.099%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.060%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.264%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.255%, plus: -0.388%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.552%, plus: +0.339%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.011%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.837%, plus: +0.202%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.473%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.049%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.299%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.209%, plus: +0.151%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.694%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.806%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.066%, plus: -0.440%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.914%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.898%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.020%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.178%, plus: -0.279%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.738%, plus: -2.738%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.887%, plus: +6.887%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.215%, plus: +2.832%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.324%, plus: +0.324%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.127%, plus: +0.127%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.952%, plus: +0.930%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.389%, plus: -0.388%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.273%, plus: -0.366%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.250%, plus: -0.371%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.027%, plus: +3.184%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.686%, plus: +0.689%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.398071e-06
+  - errors:
+    - {label: stat, symerror: +2.525%}
+    - asymerror: {minus: -4.977%, plus: +4.977%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.339%, plus: +0.339%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.503%, plus: +0.504%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.514%, plus: +0.515%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.136%, plus: -0.136%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.040%, plus: +0.112%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.392%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.161%, plus: -1.280%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.333%, plus: -0.329%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.886%, plus: +0.879%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.985%, plus: +0.985%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.265%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.488%, plus: -1.937%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.106%, plus: -0.129%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.279%, plus: +0.563%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.672%, plus: +0.672%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.768%, plus: +0.771%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.748%, plus: +1.764%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.082%, plus: -0.082%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.024%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.146%, plus: -0.172%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.001%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.248%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.182%, plus: -0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.696%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.494%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.225%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.204%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.230%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.267%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.935%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.803%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.127%, plus: -0.626%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.806%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.176%, plus: -0.294%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.197%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.096%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.719%, plus: -1.719%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.309%, plus: +9.309%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.439%, plus: +1.951%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.395%, plus: +0.396%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.078%, plus: +0.711%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.544%, plus: -0.543%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.317%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.251%, plus: +2.457%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.076%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.759%, plus: +0.762%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.562882e-05
+  - errors:
+    - {label: stat, symerror: +4.091%}
+    - asymerror: {minus: -4.400%, plus: +4.400%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.524%, plus: +6.524%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.466%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.601%, plus: +0.603%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.549%, plus: +0.551%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.082%, plus: -0.082%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.206%, plus: +0.124%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.316%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.394%, plus: -0.390%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.929%, plus: +0.899%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.297%, plus: +1.297%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.434%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.359%, plus: -2.253%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.031%, plus: +0.362%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.911%, plus: +0.911%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.709%, plus: +0.711%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.260%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.524%, plus: +1.535%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.276%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.317%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.023%, plus: -0.500%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.031%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.503%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.456%, plus: +0.169%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.010%, plus: -0.127%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.058%, plus: +0.008%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.022%, plus: -0.514%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.265%, plus: -0.800%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.196%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.857%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.330%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.562%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.910%, plus: +0.422%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.087%, plus: -0.857%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.830%, plus: -0.830%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.916%, plus: +5.916%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.367%, plus: +2.372%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.512%, plus: +0.514%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.098%, plus: +0.098%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.640%, plus: +0.477%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.940%, plus: -0.938%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.101%, plus: -0.099%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.063%, plus: -0.544%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.736%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.283%, plus: +3.222%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.772%, plus: +0.775%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.256977e-06
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 275.0 GeV < T2_PT < 385.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.745943e-06
+   - value: 2.911361e-05
+   - value: 1.392061e-06
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 345.0, low: 0.0}
+  - {high: 415.0, low: 345.0}
+  - {high: 1000.0, low: 415.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table406.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table406.yaml
new file mode 100644
index 0000000000..1220da800a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table406.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 385.0 GeV < T2_PT < 1000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.672%}
+    - asymerror: {minus: -11.658%, plus: +11.658%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.654%, plus: +7.654%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.528%, plus: +0.227%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.715%, plus: +0.718%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.535%, plus: +0.537%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.154%, plus: +0.095%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.222%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -3.208%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.338%, plus: -0.335%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.691%, plus: +0.655%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.858%, plus: +1.858%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.279%, plus: +0.239%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.750%, plus: -3.488%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.750%, plus: +0.996%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.895%, plus: +0.895%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.603%, plus: +0.604%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.994%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.614%, plus: +1.628%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.111%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.088%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.441%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.021%, plus: -0.357%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.377%, plus: -0.355%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.208%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.675%, plus: +0.273%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.822%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.184%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.292%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.693%, plus: +0.292%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.802%, plus: +0.098%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.501%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.687%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.082%, plus: -1.953%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.317%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.698%, plus: +4.104%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.355%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.139%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.542%, plus: -1.291%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.572%, plus: -1.572%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.070%, plus: +10.070%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.468%, plus: +2.398%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.382%, plus: +0.383%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.127%, plus: +0.127%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.241%, plus: +0.987%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.850%, plus: -0.847%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.165%, plus: -0.775%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.885%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.520%, plus: +2.603%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.025%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.886%, plus: +0.890%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.028607e-07
+  - errors:
+    - {label: stat, symerror: +4.221%}
+    - asymerror: {minus: -10.586%, plus: +10.586%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.421%, plus: +3.421%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.136%, plus: +0.310%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.773%, plus: +0.776%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.575%, plus: +0.577%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.087%, plus: +0.313%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.003%, plus: -0.346%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.269%, plus: -0.267%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.711%, plus: +0.681%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.119%, plus: +1.119%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.182%, plus: +0.658%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.050%, plus: -2.386%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.208%, plus: -0.027%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.290%, plus: +0.615%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.448%, plus: +0.448%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.396%, plus: +0.397%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.230%, plus: +1.237%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.124%, plus: +0.124%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.014%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.019%, plus: +0.218%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.278%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.204%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.015%, plus: +0.284%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.220%, plus: +0.441%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.011%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.485%, plus: +0.205%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.152%, plus: -0.297%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.776%, plus: +0.014%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.053%, plus: -1.161%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.821%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.153%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.133%, plus: -0.629%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.250%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.634%, plus: -0.745%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.514%, plus: +1.266%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.806%, plus: -0.395%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.310%, plus: +0.310%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.961%, plus: +8.961%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.085%, plus: +2.604%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.517%, plus: +0.518%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.129%, plus: +0.129%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.993%, plus: +1.042%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.557%, plus: -1.545%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.376%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.128%, plus: +0.595%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.311%, plus: +5.326%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.859%, plus: +0.862%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.996449e-07
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 385.0 GeV < T2_PT < 1000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.125930e-07
+   - value: 2.233176e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 455.0, low: 0.0}
+  - {high: 1000.0, low: 455.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table407.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table407.yaml
new file mode 100644
index 0000000000..df97d2e0f0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table407.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.500082e-12}
+  - {value: 2.434612e-12}
+  - {value: 1.218939e-13}
+  - {value: 2.434612e-12}
+  - {value: 7.190204e-12}
+  - {value: 3.259755e-13}
+  - {value: 1.218939e-13}
+  - {value: 3.259755e-13}
+  - {value: 2.109388e-14}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 0.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table408.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table408.yaml
new file mode 100644
index 0000000000..a9bbcc5452
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table408.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.167429e-12}
+  - {value: 2.742857e-12}
+  - {value: 1.421143e-13}
+  - {value: 6.262857e-12}
+  - {value: 1.550857e-11}
+  - {value: 7.782857e-13}
+  - {value: 1.665714e-12}
+  - {value: 3.792000e-12}
+  - {value: 1.931429e-13}
+  - {value: 7.948571e-14}
+  - {value: 2.138286e-13}
+  - {value: 1.086857e-14}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 260.00, low: 0.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table409.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table409.yaml
new file mode 100644
index 0000000000..89ef2f0aab
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table409.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.128000e-12}
+  - {value: 7.579000e-12}
+  - {value: 2.091000e-12}
+  - {value: 1.054000e-13}
+  - {value: 7.579000e-12}
+  - {value: 4.086000e-11}
+  - {value: 9.959000e-12}
+  - {value: 5.188000e-13}
+  - {value: 2.091000e-12}
+  - {value: 9.959000e-12}
+  - {value: 3.161000e-12}
+  - {value: 1.361000e-13}
+  - {value: 1.054000e-13}
+  - {value: 5.188000e-13}
+  - {value: 1.361000e-13}
+  - {value: 1.016000e-14}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 260.00, low: 0.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 260.00, low: 0.00}
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+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
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+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table41.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table41.yaml
new file mode 100644
index 0000000000..12f22e2dc6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table41.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: '1/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.096000e-07}
+  - {value: -7.118000e-08}
+  - {value: -7.622000e-08}
+  - {value: -3.306000e-08}
+  - {value: -1.505000e-08}
+  - {value: 1.736000e-08}
+  - {value: -2.951000e-10}
+  - {value: -7.118000e-08}
+  - {value: 7.464000e-08}
+  - {value: 2.490000e-08}
+  - {value: -3.275000e-09}
+  - {value: -1.059000e-08}
+  - {value: -1.123000e-08}
+  - {value: 2.475000e-10}
+  - {value: -7.622000e-08}
+  - {value: 2.490000e-08}
+  - {value: 6.456000e-08}
+  - {value: 7.701000e-09}
+  - {value: -8.553000e-09}
+  - {value: -1.618000e-08}
+  - {value: -1.143000e-10}
+  - {value: -3.306000e-08}
+  - {value: -3.275000e-09}
+  - {value: 7.701000e-09}
+  - {value: 2.628000e-08}
+  - {value: 1.820000e-09}
+  - {value: -7.726000e-09}
+  - {value: -3.328000e-10}
+  - {value: -1.505000e-08}
+  - {value: -1.059000e-08}
+  - {value: -8.553000e-09}
+  - {value: 1.820000e-09}
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+  - {value: -1.283000e-09}
+  - {value: -1.402000e-10}
+  - {value: 1.736000e-08}
+  - {value: -1.123000e-08}
+  - {value: -1.618000e-08}
+  - {value: -7.726000e-09}
+  - {value: -1.283000e-09}
+  - {value: 1.859000e-08}
+  - {value: -4.880000e-10}
+  - {value: -2.951000e-10}
+  - {value: 2.475000e-10}
+  - {value: -1.143000e-10}
+  - {value: -3.328000e-10}
+  - {value: -1.402000e-10}
+  - {value: -4.880000e-10}
+  - {value: 1.111000e-10}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 20.00, low: 0.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 20.00, low: 0.00}
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+  - {high: 500.00, low: 160.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 500.00, low: 160.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
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+  - {high: 40.00, low: 20.00}
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+  - {high: 65.00, low: 40.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 120.00, low: 100.00}
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+  - {high: 500.00, low: 160.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 100.00, low: 65.00}
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+  - {high: 500.00, low: 160.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table410.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table410.yaml
new file mode 100644
index 0000000000..c7819a9b19
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table410.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.838961e-13}
+  - {value: 9.984416e-13}
+  - {value: 5.103377e-14}
+  - {value: 2.118442e-12}
+  - {value: 6.545455e-12}
+  - {value: 3.379740e-13}
+  - {value: 1.324675e-13}
+  - {value: 3.117403e-13}
+  - {value: 1.567792e-14}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table411.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table411.yaml
new file mode 100644
index 0000000000..c6910a95f8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table411.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.860909e-13}
+  - {value: 2.561818e-12}
+  - {value: 7.065455e-13}
+  - {value: 3.770000e-14}
+  - {value: 3.464545e-12}
+  - {value: 1.610909e-11}
+  - {value: 4.213636e-12}
+  - {value: 2.372727e-13}
+  - {value: 1.330000e-13}
+  - {value: 7.962727e-13}
+  - {value: 2.040000e-13}
+  - {value: 1.020909e-14}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table412.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table412.yaml
new file mode 100644
index 0000000000..54ab3e707d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table412.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.312397e-13}
+  - {value: 1.287603e-12}
+  - {value: 5.080992e-14}
+  - {value: 1.287603e-12}
+  - {value: 9.520661e-12}
+  - {value: 3.361983e-13}
+  - {value: 5.080992e-14}
+  - {value: 3.361983e-13}
+  - {value: 2.322314e-14}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 1000.00, low: 415.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table413.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table413.yaml
new file mode 100644
index 0000000000..6702b77c8d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table413.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.073635e-14}
+  - {value: 7.437863e-14}
+  - {value: 3.863415e-15}
+  - {value: 2.144483e-14}
+  - {value: 5.798839e-14}
+  - {value: 3.084785e-15}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 200.00, low: 0.00}
+  - {high: 305.00, low: 200.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table414.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table414.yaml
new file mode 100644
index 0000000000..39858430ac
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table414.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.772358e-14}
+  - {value: 1.988618e-13}
+  - {value: 5.411382e-14}
+  - {value: 2.560976e-15}
+  - {value: 3.065041e-14}
+  - {value: 1.516585e-13}
+  - {value: 4.219512e-14}
+  - {value: 2.133333e-15}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 260.00, low: 0.00}
+  - {high: 335.00, low: 260.00}
+  - {high: 430.00, low: 335.00}
+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table415.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table415.yaml
new file mode 100644
index 0000000000..8f60d08fef
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table415.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.443755e-14}
+  - {value: 9.664449e-14}
+  - {value: 5.067258e-15}
+  - {value: 1.234442e-14}
+  - {value: 8.478936e-14}
+  - {value: 3.929047e-15}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
+  - {high: 345.00, low: 0.00}
+  - {high: 415.00, low: 345.00}
+  - {high: 1000.00, low: 415.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table416.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table416.yaml
new file mode 100644
index 0000000000..3150cc9dfc
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table416.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.553308e-15}
+  - {value: 1.146143e-15}
+  - {value: 1.146143e-15}
+  - {value: 1.090356e-15}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 455.00, low: 0.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 1000.00, low: 455.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
+  - {high: 455.00, low: 0.00}
+  - {high: 1000.00, low: 455.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table417.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table417.yaml
new file mode 100644
index 0000000000..73349d5bfd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table417.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 645.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.665%}
+    - asymerror: {minus: +0.804%, plus: -0.804%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.632%, plus: -4.632%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.064%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.241%, plus: -0.241%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.065%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.642%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.485%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.679%, plus: -0.693%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.150%, plus: +0.143%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.631%, plus: +0.631%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.023%, plus: -1.024%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.687%, plus: +2.687%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.004%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.164%, plus: -0.164%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.170%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.065%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.077%, plus: -0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.148%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.415%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.690%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.081%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.547%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.672%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.032%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.546%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.725%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.497%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.872%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.063%, plus: -3.834%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.247%, plus: -0.237%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.007%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.163%, plus: +0.230%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.473%, plus: +0.473%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.793%, plus: -2.793%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.124%, plus: +1.477%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.132%, plus: -0.134%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.509%, plus: +0.430%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.170%, plus: +0.171%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.117%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.274%, plus: -0.296%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.819%, plus: +1.004%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.017%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.283%, plus: -0.282%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.636265e-06
+  - errors:
+    - {label: stat, symerror: +2.409%}
+    - asymerror: {minus: +2.547%, plus: -2.547%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.053%, plus: +3.053%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.005%, plus: +0.225%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.352%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.057%, plus: -0.032%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.258%, plus: -0.258%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.096%, plus: +0.087%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.850%, plus: +0.850%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.142%, plus: -0.130%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.626%, plus: +0.855%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.307%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.031%, plus: +3.031%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.270%, plus: -0.207%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.019%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.026%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.021%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.205%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.005%, plus: +0.264%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.008%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.030%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.174%, plus: +0.174%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.290%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.426%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.199%, plus: -0.565%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.287%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.009%, plus: -0.082%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.075%, plus: +0.008%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.005%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.060%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.416%, plus: +6.416%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.014%, plus: +2.014%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.371%, plus: -0.714%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.210%, plus: -0.043%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.098%, plus: +0.098%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.220%, plus: -1.281%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.086%, plus: -0.085%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.089554e-07
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 645.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.417413e-06
+   - value: 2.930473e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 255.0, low: 0.0}
+  - {high: 1000.0, low: 255.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table418.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table418.yaml
new file mode 100644
index 0000000000..a7a864271c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table418.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 645.0 GeV < TT_M < 795.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.387%}
+    - asymerror: {minus: -0.906%, plus: +0.906%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.061%, plus: -2.061%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.120%, plus: -0.238%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.035%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.552%, plus: +0.352%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.110%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.124%, plus: +0.125%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.068%, plus: +0.095%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.847%, plus: +0.847%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.132%, plus: -0.306%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.372%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.096%, plus: +0.050%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.115%, plus: +2.115%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.112%, plus: +0.110%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.037%, plus: -0.240%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.141%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.009%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.074%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.677%, plus: +0.174%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.674%, plus: +0.131%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.304%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.714%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.547%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.882%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.319%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.104%, plus: -0.265%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.152%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.836%, plus: -4.836%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.320%, plus: -0.320%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.190%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.024%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.029%, plus: -0.062%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.131%, plus: +0.132%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.102%, plus: +0.108%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.146%, plus: -0.194%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.052%, plus: -0.609%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.009%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.131102e-06
+  - errors:
+    - {label: stat, symerror: +3.042%}
+    - asymerror: {minus: +1.338%, plus: -1.338%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.894%, plus: +2.894%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.019%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.029%, plus: -0.068%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.261%, plus: -0.647%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.212%, plus: +0.221%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.129%, plus: -0.129%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.074%, plus: +1.074%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.070%, plus: -0.149%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.592%, plus: +0.922%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.184%, plus: +0.039%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.592%, plus: -0.012%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.476%, plus: +2.476%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.277%, plus: +0.326%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.068%, plus: +0.066%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.074%, plus: +0.074%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.032%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.242%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.021%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.026%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.269%, plus: +0.153%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.455%, plus: -0.020%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.107%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.213%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.348%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.197%, plus: -0.145%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.266%, plus: -0.010%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.010%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.074%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.740%, plus: +2.740%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.857%, plus: +1.857%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.932%, plus: -0.678%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.007%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.358%, plus: -0.430%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.458%, plus: -0.227%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.142%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.100%, plus: +0.275%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.482%, plus: -1.159%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.174%, plus: +0.173%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.105203e-06
+  - errors:
+    - {label: stat, symerror: +4.372%}
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.294%, plus: +1.294%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.103%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.177%, plus: +0.176%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.733%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.123%, plus: +2.205%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.176%, plus: -0.169%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.114%, plus: -0.077%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.350%, plus: +1.350%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.065%, plus: +0.107%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +1.892%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.131%, plus: +0.357%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.103%, plus: -0.368%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.764%, plus: +4.764%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.044%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.118%, plus: +0.808%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.129%, plus: -0.129%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.110%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.093%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.006%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.006%, plus: -0.198%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.009%, plus: +0.165%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.725%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.948%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.990%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.888%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.150%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.045%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.343%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.166%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.221%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.723%, plus: +6.468%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.036%, plus: +0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.157%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.073%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.281%, plus: +0.281%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.858%, plus: +1.858%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.746%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.258%, plus: +0.260%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.957%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.112%, plus: -0.114%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.028%, plus: -0.375%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.119%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.061%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.367%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.053%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.131%, plus: +0.130%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.308484e-07
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 645.0 GeV < TT_M < 795.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.260988e-06
+   - value: 1.070527e-05
+   - value: 4.545741e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 315.0, low: 0.0}
+  - {high: 370.0, low: 315.0}
+  - {high: 1000.0, low: 370.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table419.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table419.yaml
new file mode 100644
index 0000000000..2fee0b4ee5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table419.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 795.0 GeV < TT_M < 1080.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.279%}
+    - asymerror: {minus: +1.989%, plus: -1.989%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.652%, plus: +6.652%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.194%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.035%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.292%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.114%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.973%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.189%, plus: +0.188%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.242%, plus: +0.261%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.466%, plus: +1.466%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.109%, plus: +0.521%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.640%, plus: -0.486%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.212%, plus: -0.104%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.431%, plus: +0.460%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.399%, plus: +3.399%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.252%, plus: +0.251%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.247%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.175%, plus: +0.173%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.120%, plus: -0.121%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.077%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.019%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.234%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.021%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.072%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.015%, plus: -0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.529%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.038%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.600%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.862%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.900%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.626%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.217%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.669%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.742%, plus: +0.511%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.346%, plus: -1.149%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.735%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.104%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.026%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.053%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.902%, plus: -8.902%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.852%, plus: +2.852%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.065%, plus: +0.815%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.066%, plus: +0.076%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.162%, plus: +0.162%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.172%, plus: -0.132%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.007%, plus: -0.168%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.325%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.674%, plus: +0.880%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.105%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.151%, plus: -0.150%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.576312e-07
+  - errors:
+    - {label: stat, symerror: +4.130%}
+    - asymerror: {minus: +1.281%, plus: -1.281%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.415%, plus: +2.415%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.041%, plus: -0.282%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.068%, plus: +0.067%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.014%, plus: -0.361%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.726%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.479%, plus: +0.485%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.089%, plus: -0.081%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.507%, plus: +1.507%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.411%, plus: +0.348%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.352%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.121%, plus: +2.121%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.455%, plus: +0.271%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.123%, plus: +0.120%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.219%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.326%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.314%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.416%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.013%, plus: -0.307%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.102%, plus: -0.280%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.024%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.471%, plus: +0.241%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.741%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.218%, plus: -0.244%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.518%, plus: +0.153%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.066%, plus: +0.239%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.571%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.283%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.119%, plus: -0.932%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.647%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.073%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.215%, plus: -0.342%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.262%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.177%, plus: -2.177%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.969%, plus: +1.969%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.656%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.001%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.410%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.247%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.166%, plus: +0.166%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.278777e-06
+  - errors:
+    - {label: stat, symerror: +3.352%}
+    - asymerror: {minus: -4.749%, plus: +4.749%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.955%, plus: +1.955%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.016%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.226%, plus: +0.225%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.614%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.561%, plus: +0.569%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.224%, plus: -0.220%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.249%, plus: +1.249%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.017%, plus: +0.159%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.790%, plus: +0.443%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.189%, plus: -0.158%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.581%, plus: +1.581%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.010%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.169%, plus: -0.398%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.033%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.152%, plus: +0.153%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.275%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.082%, plus: -0.051%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.438%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.962%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.528%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.924%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.760%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.130%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.002%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.144%, plus: -0.135%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.396%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.315%, plus: -3.393%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.250%, plus: +0.234%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.046%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.084%, plus: -0.249%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.278%, plus: +1.278%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.125%, plus: -1.125%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.182%, plus: -0.934%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.067%, plus: +0.068%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.091%, plus: -0.092%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.082%, plus: +0.102%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.114%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.398%, plus: +1.170%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.292%, plus: +0.291%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.183696e-06
+  - errors:
+    - {label: stat, symerror: +2.552%}
+    - asymerror: {minus: -3.672%, plus: +3.672%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.252%, plus: +0.252%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.350%, plus: +0.350%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.079%, plus: +0.080%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.098%, plus: -0.172%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.383%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.118%, plus: +0.046%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.515%, plus: +0.523%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.271%, plus: -0.318%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.823%, plus: +0.823%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.676%, plus: +0.678%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.058%, plus: -0.080%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.199%, plus: -0.198%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.222%, plus: +1.222%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.131%, plus: -0.129%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.041%, plus: -0.113%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.185%, plus: -0.183%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.244%, plus: +0.245%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.101%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.079%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.104%, plus: -0.205%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.371%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.193%, plus: -0.271%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.764%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.121%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.547%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.252%, plus: +0.044%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.094%, plus: +1.320%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.239%, plus: +0.459%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.215%, plus: -0.170%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.648%, plus: +2.648%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.694%, plus: -0.694%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.214%, plus: -1.076%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.124%, plus: +0.124%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.581%, plus: -0.635%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.476%, plus: -0.478%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.233%, plus: +0.112%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.137%, plus: -0.218%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.350%, plus: +0.298%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.110%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.329%, plus: +0.328%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.995350e-07
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 795.0 GeV < TT_M < 1080.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.638789e-07
+   - value: 3.595607e-06
+   - value: 4.689010e-06
+   - value: 5.544960e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 305.0, low: 0.0}
+  - {high: 350.0, low: 305.0}
+  - {high: 395.0, low: 350.0}
+  - {high: 1000.0, low: 395.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table42.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table42.yaml
new file mode 100644
index 0000000000..06ba9867a9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table42.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: 'DSIG/DABSPOUT (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.636%}
+    - asymerror: {minus: -4.758%, plus: +4.758%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.052%, plus: +5.052%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.154%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.295%, plus: +0.296%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.432%, plus: +0.432%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.146%, plus: -0.146%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.202%, plus: +0.159%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.271%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.751%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.612%, plus: -0.606%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.077%, plus: +1.051%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.651%, plus: +0.651%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.172%, plus: +0.057%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.310%, plus: -2.925%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.189%, plus: -0.163%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.895%, plus: +1.220%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.143%, plus: +1.143%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.762%, plus: +0.764%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.055%, plus: -0.129%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.863%, plus: +1.881%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.253%, plus: -0.253%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.045%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.066%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.037%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.066%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.216%, plus: -0.374%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.064%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.506%, plus: +0.339%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.786%, plus: +0.026%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.468%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.553%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.284%, plus: +0.027%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.643%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.458%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.246%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.752%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.235%, plus: -0.556%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.051%, plus: -1.037%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.629%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.156%, plus: -0.247%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.434%, plus: -6.434%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.401%, plus: +8.401%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.244%, plus: +3.057%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.320%, plus: +0.320%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.331%, plus: +1.306%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.447%, plus: -0.446%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.079%, plus: -0.156%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.026%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.178%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.734%, plus: +3.333%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.554%, plus: +0.555%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.599554e-02
+  - errors:
+    - {label: stat, symerror: +1.697%}
+    - asymerror: {minus: -2.113%, plus: +2.113%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.695%, plus: +0.695%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.129%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.294%, plus: +0.295%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.450%, plus: +0.451%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.139%, plus: -0.139%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.184%, plus: +0.209%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.289%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.191%, plus: -1.329%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.692%, plus: -0.685%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.164%, plus: +1.145%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.675%, plus: +0.675%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.237%, plus: +0.170%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.643%, plus: -3.166%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.602%, plus: +0.406%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.315%, plus: +1.315%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.799%, plus: +0.802%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.322%, plus: +0.444%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.832%, plus: +1.849%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.244%, plus: -0.243%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.058%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.118%, plus: -0.130%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.100%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.015%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.287%, plus: -0.279%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.165%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.298%, plus: +0.322%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.610%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.271%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.976%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.050%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.698%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.895%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.956%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.589%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.093%, plus: -0.513%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.355%, plus: -0.899%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.047%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.140%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.946%, plus: -6.946%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.631%, plus: +8.631%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.194%, plus: +2.993%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.311%, plus: +0.311%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.100%, plus: +0.100%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.348%, plus: +0.888%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.442%, plus: -0.441%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.051%, plus: +0.109%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.063%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.150%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.462%, plus: +3.133%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.037%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.517%, plus: +0.519%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.941072e-02
+  - errors:
+    - {label: stat, symerror: +1.934%}
+    - asymerror: {minus: -2.023%, plus: +2.023%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.745%, plus: +0.745%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.068%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.286%, plus: +0.286%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.465%, plus: +0.466%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.194%, plus: +0.267%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.367%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.057%, plus: -0.630%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.807%, plus: -0.801%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.248%, plus: +1.236%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.739%, plus: +0.739%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.037%, plus: +0.061%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.228%, plus: -2.395%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.140%, plus: -0.287%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.790%, plus: +0.557%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.689%, plus: +1.689%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.835%, plus: +0.837%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.283%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.788%, plus: +1.805%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.236%, plus: -0.235%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.056%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.143%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.012%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.061%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.394%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.042%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.290%, plus: +0.563%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.003%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.561%, plus: +0.055%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.421%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.824%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.468%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.497%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.539%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.361%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.012%, plus: -0.335%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.551%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.168%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.172%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.546%, plus: -7.546%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.925%, plus: +6.925%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.017%, plus: +3.689%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.331%, plus: +0.332%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.191%, plus: +1.312%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.428%, plus: -0.427%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.147%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.348%, plus: +3.748%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.465%, plus: +0.466%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.521730e-02
+  - errors:
+    - {label: stat, symerror: +2.066%}
+    - asymerror: {minus: -2.426%, plus: +2.426%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.570%, plus: +1.570%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.153%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.261%, plus: +0.261%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.442%, plus: +0.444%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.361%, plus: +0.367%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.440%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.053%, plus: -0.742%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.962%, plus: -0.956%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.275%, plus: +1.263%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.730%, plus: +0.730%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.846%, plus: -3.041%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.106%, plus: -0.151%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.838%, plus: +0.679%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.038%, plus: +2.038%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.906%, plus: +0.910%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.773%, plus: +1.790%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.230%, plus: -0.230%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.036%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.115%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.247%, plus: -0.305%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.068%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.432%, plus: +0.387%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.020%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.033%, plus: -0.166%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.585%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.440%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.969%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.825%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.123%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.201%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.554%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.241%, plus: -0.670%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.399%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.476%, plus: -0.980%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.047%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.042%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.878%, plus: -7.878%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.639%, plus: +7.639%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.697%, plus: +3.414%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.329%, plus: +0.330%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.535%, plus: +1.649%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.412%, plus: -0.411%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.108%, plus: -0.130%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.058%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.203%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.112%, plus: +3.490%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.412%, plus: +0.413%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.124671e-02
+  - errors:
+    - {label: stat, symerror: +3.076%}
+    - asymerror: {minus: -4.359%, plus: +4.359%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.706%, plus: +1.706%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.153%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.263%, plus: +0.263%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.444%, plus: +0.445%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.110%, plus: -0.110%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.182%, plus: +0.395%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.639%, plus: +0.589%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.074%, plus: -1.003%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.062%, plus: -1.057%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.276%, plus: +1.244%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.025%, plus: +1.025%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.037%, plus: +0.343%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.213%, plus: -3.266%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.287%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.272%, plus: +0.980%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.201%, plus: +3.201%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.990%, plus: +0.994%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.262%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.773%, plus: +1.790%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.219%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.139%, plus: -0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.138%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.012%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.522%, plus: -0.312%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.275%, plus: +0.676%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.017%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.537%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.310%, plus: -0.343%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.657%, plus: +0.227%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.373%, plus: +0.177%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.575%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.178%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.533%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.831%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.057%, plus: +0.252%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.162%, plus: -0.870%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.395%, plus: -4.990%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.013%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.405%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.102%, plus: -9.102%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.986%, plus: +7.986%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.646%, plus: +4.112%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.301%, plus: +0.301%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.106%, plus: +0.106%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.485%, plus: +1.688%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.406%, plus: -0.405%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.249%, plus: +0.278%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.095%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.212%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.836%, plus: +4.893%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.006%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.377%, plus: +0.378%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.911883e-03
+  - errors:
+    - {label: stat, symerror: +3.029%}
+    - asymerror: {minus: -2.597%, plus: +2.597%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.407%, plus: +5.407%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.167%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.321%, plus: +0.321%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.415%, plus: +0.415%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.088%, plus: +0.169%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.368%, plus: -0.003%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.657%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.074%, plus: -1.067%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.213%, plus: +1.152%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.008%, plus: +1.008%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.232%, plus: +0.348%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.058%, plus: -2.337%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.173%, plus: -0.067%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.843%, plus: +0.533%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.813%, plus: +2.813%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.102%, plus: +1.108%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.207%, plus: +0.276%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.724%, plus: +1.740%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.188%, plus: -0.187%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.060%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.249%, plus: -0.198%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.360%, plus: +0.354%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.649%, plus: +0.006%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.098%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.451%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.404%, plus: -1.064%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.386%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.042%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.162%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.268%, plus: -0.406%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.069%, plus: -0.448%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.682%, plus: -1.599%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.142%, plus: -0.344%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.351%, plus: -8.351%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.577%, plus: +10.577%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.914%, plus: +3.483%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.456%, plus: +0.455%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.080%, plus: +1.121%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.401%, plus: -0.400%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.130%, plus: -0.183%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.241%, plus: +4.105%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.358%, plus: +0.359%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.031601e-03
+  - errors:
+    - {label: stat, symerror: +3.057%}
+    - asymerror: {minus: -5.288%, plus: +5.288%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.586%, plus: +0.586%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.213%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.487%, plus: +0.488%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.538%, plus: +0.539%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.269%, plus: +0.163%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.583%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.116%, plus: -0.911%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.692%, plus: -0.687%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.103%, plus: +1.075%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.842%, plus: +0.842%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.075%, plus: +0.027%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.034%, plus: -2.045%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.765%, plus: +0.614%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.742%, plus: +1.742%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.125%, plus: +1.130%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.129%, plus: +0.208%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.704%, plus: +1.718%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.144%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.179%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.258%, plus: -0.345%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.125%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.420%, plus: +0.277%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.016%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.910%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.876%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.803%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.981%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.205%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.760%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.809%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.933%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.983%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.082%, plus: -0.974%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.308%, plus: -2.063%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.019%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.154%, plus: +0.270%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.255%, plus: -0.234%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.084%, plus: -6.084%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.482%, plus: +8.482%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.377%, plus: +2.332%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.633%, plus: +0.637%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.119%, plus: +0.119%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.918%, plus: +0.872%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.554%, plus: -0.552%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.244%, plus: -0.375%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.078%, plus: -0.184%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.999%, plus: +2.953%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.061%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.512%, plus: +0.513%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.621418e-04
+- header: {name: 'DSIG/DABSPOUT (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.597378e-02
+   - value: 1.838381e-02
+   - value: 1.438892e-02
+   - value: 1.079539e-02
+   - value: 7.509453e-03
+   - value: 4.716490e-03
+   - value: 4.742113e-04
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV'}
+  values:
+  - {high: 20.0, low: 0.0}
+  - {high: 40.0, low: 20.0}
+  - {high: 65.0, low: 40.0}
+  - {high: 100.0, low: 65.0}
+  - {high: 120.0, low: 100.0}
+  - {high: 160.0, low: 120.0}
+  - {high: 500.0, low: 160.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table420.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table420.yaml
new file mode 100644
index 0000000000..f4994fa31d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table420.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 1080.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.911%}
+    - asymerror: {minus: +0.715%, plus: -0.715%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.736%, plus: -2.736%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.054%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.181%, plus: +0.180%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.266%, plus: +0.060%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.117%, plus: +0.120%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.541%, plus: +0.545%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.049%, plus: -0.058%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.399%, plus: +1.399%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.577%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.219%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.063%, plus: -0.322%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.136%, plus: +0.070%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.183%, plus: +2.183%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.053%, plus: +0.052%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.562%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.035%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.073%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.054%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.010%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.002%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.093%, plus: -0.259%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.059%, plus: +0.477%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.057%, plus: +0.118%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.867%, plus: +0.922%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.030%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.325%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.281%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.273%, plus: +0.358%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.180%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.383%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.002%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.068%, plus: -0.191%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.789%, plus: -6.789%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.757%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.059%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.156%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.518%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.155%, plus: +0.154%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.033113e-08
+  - errors:
+    - {label: stat, symerror: +4.874%}
+    - asymerror: {minus: -3.589%, plus: +3.589%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.654%, plus: +5.654%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.269%, plus: +0.254%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.473%, plus: +0.472%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.105%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.239%, plus: -0.233%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.056%, plus: +0.768%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.699%, plus: +0.707%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.364%, plus: -0.349%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.236%, plus: +1.236%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.020%, plus: +0.276%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.286%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.179%, plus: -0.100%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.287%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.279%, plus: +1.279%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.379%, plus: -0.375%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.140%, plus: -0.302%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.553%, plus: -0.543%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.348%, plus: +0.350%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.142%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.309%, plus: +0.234%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.194%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.386%, plus: -0.399%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.010%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.255%, plus: +0.288%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.065%, plus: +0.141%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.010%, plus: -0.049%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.074%, plus: +0.026%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.680%, plus: -0.116%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.670%, plus: -0.571%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.536%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.075%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.446%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.088%, plus: -0.074%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.675%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.963%, plus: +1.289%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.667%, plus: -0.691%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.062%, plus: +4.062%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.937%, plus: +1.937%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.720%, plus: -0.404%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.199%, plus: +0.199%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.255%, plus: -0.059%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.142%, plus: -1.142%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.336%, plus: -0.026%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.476%, plus: -0.384%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.647%, plus: +0.586%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.621%, plus: +1.846%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.092%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.350%, plus: +0.349%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.604890e-08
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 1080.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.059961e-08
+   - value: 2.724631e-08
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 450.0, low: 0.0}
+  - {high: 1000.0, low: 450.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table421.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table421.yaml
new file mode 100644
index 0000000000..659ffddff2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table421.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.254432e-15}
+  - {value: -4.884322e-16}
+  - {value: -4.884322e-16}
+  - {value: 6.927468e-16}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 255.00, low: 0.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 1000.00, low: 255.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table422.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table422.yaml
new file mode 100644
index 0000000000..fad87fe100
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table422.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -3.609302e-15}
+  - {value: -3.781912e-15}
+  - {value: -1.350904e-14}
+  - {value: 7.122481e-15}
+  - {value: -6.562274e-16}
+  - {value: 3.488372e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 315.00, low: 0.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table423.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table423.yaml
new file mode 100644
index 0000000000..7ff38b064a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table423.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.675556e-14}
+  - {value: -5.786667e-14}
+  - {value: -6.057778e-16}
+  - {value: -5.786667e-14}
+  - {value: 3.175111e-13}
+  - {value: 3.027111e-15}
+  - {value: -6.057778e-16}
+  - {value: 3.027111e-15}
+  - {value: 1.055111e-15}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 315.00, low: 0.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table424.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table424.yaml
new file mode 100644
index 0000000000..f0a7bf7ee7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table424.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.167823e-15}
+  - {value: -7.953216e-16}
+  - {value: -5.624915e-15}
+  - {value: -7.757378e-16}
+  - {value: -1.864817e-15}
+  - {value: -1.262070e-15}
+  - {value: -3.771522e-16}
+  - {value: 8.219774e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table425.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table425.yaml
new file mode 100644
index 0000000000..414623ceed
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table425.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.949708e-15}
+  - {value: -5.716959e-15}
+  - {value: 1.887251e-17}
+  - {value: 5.506433e-15}
+  - {value: 1.202339e-14}
+  - {value: 4.507602e-16}
+  - {value: -4.133333e-15}
+  - {value: -1.623860e-14}
+  - {value: -3.440936e-16}
+  - {value: -5.342690e-16}
+  - {value: -1.164678e-15}
+  - {value: -2.378947e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table426.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table426.yaml
new file mode 100644
index 0000000000..0a55d71bb1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table426.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.034780e-15}
+  - {value: 8.007387e-15}
+  - {value: -6.633426e-15}
+  - {value: -1.351801e-15}
+  - {value: 8.007387e-15}
+  - {value: 4.498615e-14}
+  - {value: -1.075408e-14}
+  - {value: -2.642044e-15}
+  - {value: -6.633426e-15}
+  - {value: -1.075408e-14}
+  - {value: 8.253616e-14}
+  - {value: 5.058787e-15}
+  - {value: -1.351801e-15}
+  - {value: -2.642044e-15}
+  - {value: 5.058787e-15}
+  - {value: 9.658356e-16}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table427.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table427.yaml
new file mode 100644
index 0000000000..6c6c0e25a3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table427.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -5.662145e-17}
+  - {value: -8.454457e-17}
+  - {value: -4.862726e-17}
+  - {value: 1.723191e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table428.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table428.yaml
new file mode 100644
index 0000000000..ea78a42fda
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table428.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.416667e-16}
+  - {value: -1.162153e-15}
+  - {value: -9.559028e-18}
+  - {value: -2.465278e-16}
+  - {value: 3.625000e-16}
+  - {value: 4.218750e-18}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table429.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table429.yaml
new file mode 100644
index 0000000000..460a19c836
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table429.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.997442e-16}
+  - {value: 2.711988e-16}
+  - {value: -3.075658e-16}
+  - {value: -5.385599e-17}
+  - {value: -1.771747e-17}
+  - {value: -1.714547e-17}
+  - {value: 3.072003e-16}
+  - {value: 2.470760e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table43.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table43.yaml
new file mode 100644
index 0000000000..c422048ce3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table43.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.358000e-05}
+  - {value: 8.344000e-06}
+  - {value: 6.152000e-06}
+  - {value: 5.048000e-06}
+  - {value: 4.058000e-06}
+  - {value: 2.840000e-06}
+  - {value: 2.035000e-07}
+  - {value: 8.344000e-06}
+  - {value: 6.260000e-06}
+  - {value: 4.518000e-06}
+  - {value: 3.543000e-06}
+  - {value: 2.800000e-06}
+  - {value: 1.867000e-06}
+  - {value: 1.405000e-07}
+  - {value: 6.152000e-06}
+  - {value: 4.518000e-06}
+  - {value: 3.559000e-06}
+  - {value: 2.695000e-06}
+  - {value: 2.106000e-06}
+  - {value: 1.378000e-06}
+  - {value: 1.031000e-07}
+  - {value: 5.048000e-06}
+  - {value: 3.543000e-06}
+  - {value: 2.695000e-06}
+  - {value: 2.262000e-06}
+  - {value: 1.715000e-06}
+  - {value: 1.110000e-06}
+  - {value: 8.242000e-08}
+  - {value: 4.058000e-06}
+  - {value: 2.800000e-06}
+  - {value: 2.106000e-06}
+  - {value: 1.715000e-06}
+  - {value: 1.525000e-06}
+  - {value: 8.934000e-07}
+  - {value: 6.664000e-08}
+  - {value: 2.840000e-06}
+  - {value: 1.867000e-06}
+  - {value: 1.378000e-06}
+  - {value: 1.110000e-06}
+  - {value: 8.934000e-07}
+  - {value: 6.826000e-07}
+  - {value: 4.312000e-08}
+  - {value: 2.035000e-07}
+  - {value: 1.405000e-07}
+  - {value: 1.031000e-07}
+  - {value: 8.242000e-08}
+  - {value: 6.664000e-08}
+  - {value: 4.312000e-08}
+  - {value: 3.808000e-09}
+independent_variables:
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 20.00, low: 0.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 500.00, low: 160.00}
+- header: {name: 'ABSPOUT', units: 'GeV' }
+  values:
+  - {high: 20.00, low: 0.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 500.00, low: 160.00}
+  - {high: 20.00, low: 0.00}
+  - {high: 40.00, low: 20.00}
+  - {high: 65.00, low: 40.00}
+  - {high: 100.00, low: 65.00}
+  - {high: 120.00, low: 100.00}
+  - {high: 160.00, low: 120.00}
+  - {high: 500.00, low: 160.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table430.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table430.yaml
new file mode 100644
index 0000000000..170e03749d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table430.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.780490e-17}
+  - {value: -5.932617e-18}
+  - {value: -5.932617e-18}
+  - {value: 6.309679e-18}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table431.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table431.yaml
new file mode 100644
index 0000000000..94734bd728
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table431.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 645.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.945%}
+    - asymerror: {minus: -2.370%, plus: +2.370%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.882%, plus: -2.882%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.062%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.431%, plus: +0.431%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.193%, plus: +0.303%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.425%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.132%, plus: -0.552%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.714%, plus: -1.705%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.267%, plus: +1.241%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.713%, plus: +0.713%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.082%, plus: +0.175%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.722%, plus: -3.699%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.106%, plus: -0.054%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.724%, plus: +0.972%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.254%, plus: +3.254%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.727%, plus: +0.728%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.317%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.745%, plus: +1.764%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.389%, plus: -0.388%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.096%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.119%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.064%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.365%, plus: -0.258%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.505%, plus: +0.410%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.026%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.106%, plus: +0.013%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.403%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.240%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.267%, plus: +0.425%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.089%, plus: +0.191%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.363%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.800%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.308%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.294%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.264%, plus: -4.745%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.249%, plus: -0.194%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.037%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.998%, plus: -2.998%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.476%, plus: +5.476%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.203%, plus: +4.762%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.201%, plus: +0.199%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.788%, plus: +1.729%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.270%, plus: -0.269%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.048%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.418%, plus: -0.390%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.304%, plus: +4.559%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.014%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.186%, plus: +0.186%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.407235e-06
+  - errors:
+    - {label: stat, symerror: +2.492%}
+    - asymerror: {minus: -0.571%, plus: +0.571%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.945%, plus: +4.945%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.131%, plus: +0.368%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.204%, plus: +0.204%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.432%, plus: +0.434%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.106%, plus: -0.106%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.186%, plus: +0.591%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.225%, plus: -0.999%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.289%, plus: -1.275%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.215%, plus: +1.185%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.874%, plus: +0.874%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.029%, plus: -1.872%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.255%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.824%, plus: +0.612%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.178%, plus: +3.178%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.850%, plus: +0.853%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.211%, plus: -0.033%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.730%, plus: +1.746%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.251%, plus: -0.251%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.061%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.263%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.237%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.205%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.423%, plus: -0.256%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.066%, plus: +0.360%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.282%, plus: +0.587%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.030%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.692%, plus: +0.150%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.128%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.839%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.040%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.650%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.671%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.053%, plus: -0.523%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.565%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.058%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.248%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.740%, plus: +2.740%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.692%, plus: +10.692%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.755%, plus: +2.501%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.299%, plus: +0.298%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.092%, plus: +0.092%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.079%, plus: +1.249%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.343%, plus: -0.342%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.276%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.337%, plus: +2.195%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.025%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.383%, plus: +0.384%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.433456e-07
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 645.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.011678e-06
+   - value: 6.226583e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 255.0, low: 0.0}
+  - {high: 1000.0, low: 255.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table432.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table432.yaml
new file mode 100644
index 0000000000..4208ef6d4a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table432.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 645.0 GeV < TT_M < 795.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.499%}
+    - asymerror: {minus: -4.135%, plus: +4.135%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.263%, plus: -0.263%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.197%, plus: +0.198%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.425%, plus: +0.426%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.172%, plus: -0.172%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.178%, plus: +0.188%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.767%, plus: +0.356%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.009%, plus: -2.131%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.903%, plus: -0.896%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.186%, plus: +1.193%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.896%, plus: +0.896%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.012%, plus: -0.172%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.290%, plus: -2.912%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.108%, plus: -0.139%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.829%, plus: +0.846%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.096%, plus: +2.096%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.892%, plus: +0.896%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.204%, plus: +0.143%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.859%, plus: +1.878%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.305%, plus: -0.305%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.011%, plus: -0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.140%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.297%, plus: -0.325%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.294%, plus: +0.429%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.657%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.604%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.906%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.481%, plus: +0.089%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.036%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.643%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.122%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.986%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.449%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.088%, plus: -2.254%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.106%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.030%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.124%, plus: -8.124%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.160%, plus: +8.160%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.298%, plus: +3.064%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.309%, plus: +0.310%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.123%, plus: +0.123%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.257%, plus: +1.231%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.309%, plus: -0.309%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.016%, plus: +0.051%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.289%, plus: -0.288%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.464%, plus: +2.889%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.410%, plus: +0.411%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.519973e-06
+  - errors:
+    - {label: stat, symerror: +3.070%}
+    - asymerror: {minus: -1.819%, plus: +1.819%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.782%, plus: +4.782%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.145%, plus: +0.269%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.309%, plus: +0.310%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.464%, plus: +0.465%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.149%, plus: +0.170%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.045%, plus: -0.643%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.814%, plus: -0.801%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.991%, plus: +0.967%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.095%, plus: +1.095%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.064%, plus: -1.807%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.146%, plus: +0.783%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.385%, plus: +2.385%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.855%, plus: +0.858%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.336%, plus: +0.501%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.816%, plus: +1.833%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.151%, plus: -0.151%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.103%, plus: -0.103%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.126%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.293%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.021%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.333%, plus: -0.184%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.072%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.233%, plus: +0.494%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.477%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.220%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.107%, plus: +0.028%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.924%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.088%, plus: -0.497%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.475%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.124%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.064%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.241%, plus: -0.585%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.290%, plus: -0.582%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.025%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.044%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.293%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.809%, plus: -0.809%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.522%, plus: +10.522%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.211%, plus: +2.538%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.340%, plus: +0.341%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.933%, plus: +0.858%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.402%, plus: -0.402%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.545%, plus: -0.284%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.211%, plus: -0.208%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.084%, plus: +2.320%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.641%, plus: +0.643%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.895999e-05
+  - errors:
+    - {label: stat, symerror: +4.414%}
+    - asymerror: {minus: -3.106%, plus: +3.106%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.153%, plus: +3.153%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.229%, plus: +0.249%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.451%, plus: +0.451%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.482%, plus: +0.484%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.141%, plus: +0.356%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.737%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.066%, plus: +1.151%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.205%, plus: -1.187%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.007%, plus: +1.019%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.357%, plus: +1.357%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.186%, plus: +0.242%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.808%, plus: -0.863%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.009%, plus: +0.304%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.632%, plus: +0.424%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.816%, plus: +4.816%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.763%, plus: +0.764%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.177%, plus: +0.983%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.622%, plus: +1.635%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.069%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.046%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.007%, plus: -0.203%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.324%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.223%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.366%, plus: +0.567%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.700%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.660%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.535%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.064%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.781%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.374%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.927%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.720%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.641%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.523%, plus: +5.459%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.036%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.155%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.256%, plus: -0.273%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.184%, plus: -3.184%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.523%, plus: +10.523%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.422%, plus: +3.494%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.590%, plus: +0.594%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.143%, plus: +0.143%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.341%, plus: +1.278%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.553%, plus: -0.553%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.115%, plus: -0.432%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.188%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.082%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.196%, plus: +3.974%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.022%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.599%, plus: +0.600%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.971663e-07
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 645.0 GeV < TT_M < 795.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.928852e-06
+   - value: 2.274625e-05
+   - value: 9.658658e-07
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 315.0, low: 0.0}
+  - {high: 370.0, low: 315.0}
+  - {high: 1000.0, low: 370.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table433.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table433.yaml
new file mode 100644
index 0000000000..0b334b5e5e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table433.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 795.0 GeV < TT_M < 1080.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.388%}
+    - asymerror: {minus: -1.148%, plus: +1.148%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.610%, plus: +8.610%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.320%, plus: +0.207%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.175%, plus: +0.174%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.425%, plus: +0.426%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.178%, plus: -0.178%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.328%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.001%, plus: -1.995%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.837%, plus: -0.833%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.358%, plus: +1.361%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.502%, plus: +1.502%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.230%, plus: +0.656%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.330%, plus: -3.176%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.333%, plus: -0.157%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.162%, plus: +1.259%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.384%, plus: +3.384%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.056%, plus: +1.062%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.306%, plus: +0.130%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.922%, plus: +1.942%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.345%, plus: -0.345%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.118%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.114%, plus: -0.255%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.285%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.266%, plus: -0.212%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.314%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.429%, plus: +0.436%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.008%, plus: -0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.045%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.321%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.435%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.590%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.373%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.958%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.522%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.077%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.699%, plus: +0.068%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.370%, plus: -1.715%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.762%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.106%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.057%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.236%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +12.049%, plus: -12.049%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.602%, plus: +11.602%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.176%, plus: +4.079%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.361%, plus: +0.362%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.179%, plus: +0.179%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.351%, plus: +1.370%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.279%, plus: -0.278%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.259%, plus: -0.189%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.076%, plus: -0.210%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.255%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.164%, plus: +4.431%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.136%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.318%, plus: +0.319%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.369402e-06
+  - errors:
+    - {label: stat, symerror: +4.163%}
+    - asymerror: {minus: -1.878%, plus: +1.878%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.295%, plus: +4.295%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.342%, plus: +0.342%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.456%, plus: +0.457%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.176%, plus: -0.176%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.361%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.261%, plus: -0.314%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.544%, plus: -0.540%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.032%, plus: +1.015%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.529%, plus: +1.529%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.531%, plus: +0.483%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.342%, plus: -3.004%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.780%, plus: +0.440%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.886%, plus: +1.886%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.881%, plus: +0.885%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.514%, plus: +0.446%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.870%, plus: +1.888%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.175%, plus: -0.174%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.112%, plus: -0.111%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.072%, plus: -0.401%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.313%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.310%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.256%, plus: +0.120%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.987%, plus: +0.217%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.025%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.624%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.323%, plus: +0.069%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.431%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.813%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.692%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.163%, plus: -1.369%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.216%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.088%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.218%, plus: -0.298%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.557%, plus: -5.557%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.644%, plus: +10.644%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.590%, plus: +2.560%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.332%, plus: +0.332%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.140%, plus: +0.140%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.072%, plus: +1.609%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.374%, plus: -0.373%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.047%, plus: -0.218%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.209%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.515%, plus: +3.095%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.218%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.634%, plus: +0.636%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.827480e-06
+  - errors:
+    - {label: stat, symerror: +3.370%}
+    - asymerror: {minus: -8.101%, plus: +8.101%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.826%, plus: +3.826%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.142%, plus: +0.236%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.500%, plus: +0.500%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.519%, plus: +0.521%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.139%, plus: -0.139%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.067%, plus: +0.274%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.484%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.640%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.461%, plus: -0.456%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.898%, plus: +0.875%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.269%, plus: +1.269%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.138%, plus: +0.294%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.861%, plus: -2.273%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.310%, plus: -0.210%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.865%, plus: +0.793%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.267%, plus: +1.267%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.796%, plus: +0.800%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.110%, plus: -0.225%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.782%, plus: +1.798%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.244%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.337%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.299%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.275%, plus: +0.349%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.954%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.244%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.204%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.726%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.234%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.474%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.187%, plus: -0.575%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.967%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.517%, plus: -4.308%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.248%, plus: +0.278%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.076%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.267%, plus: -0.370%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.221%, plus: -2.221%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.287%, plus: +7.287%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.938%, plus: +2.273%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.400%, plus: +0.401%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.105%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.312%, plus: +1.255%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.532%, plus: -0.531%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.104%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.898%, plus: +4.731%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.229%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.759%, plus: +0.762%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.711815e-06
+  - errors:
+    - {label: stat, symerror: +2.580%}
+    - asymerror: {minus: -6.990%, plus: +6.990%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.093%, plus: +2.093%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.188%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.624%, plus: +0.626%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.538%, plus: +0.540%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.079%, plus: +0.065%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.593%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.986%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.508%, plus: -0.502%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.851%, plus: +0.776%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.831%, plus: +0.831%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.076%, plus: +0.235%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.978%, plus: -2.043%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.180%, plus: -0.133%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.536%, plus: +0.596%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.858%, plus: +0.858%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.677%, plus: +0.679%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.061%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.568%, plus: +1.580%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.100%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.043%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.153%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.079%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.137%, plus: -0.271%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.065%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.254%, plus: +0.195%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.658%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.655%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.023%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.618%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.489%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.041%, plus: -0.986%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.529%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.360%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.237%, plus: +0.502%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.398%, plus: -0.291%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.899%, plus: -0.899%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.754%, plus: +7.754%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.938%, plus: +2.126%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.456%, plus: +0.457%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.137%, plus: +0.137%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.712%, plus: +0.650%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.919%, plus: -0.916%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.146%, plus: +0.054%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.206%, plus: -0.260%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.208%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.408%, plus: +3.199%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.796%, plus: +0.799%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.040194e-06
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 795.0 GeV < TT_M < 1080.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.410591e-06
+   - value: 7.639841e-06
+   - value: 9.963073e-06
+   - value: 1.178177e-06
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 305.0, low: 0.0}
+  - {high: 350.0, low: 305.0}
+  - {high: 395.0, low: 350.0}
+  - {high: 1000.0, low: 395.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table434.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table434.yaml
new file mode 100644
index 0000000000..84f8324871
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table434.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 1080.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.989%}
+    - asymerror: {minus: -2.462%, plus: +2.462%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.951%, plus: -0.951%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.180%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.454%, plus: +0.455%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.500%, plus: +0.502%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.422%, plus: +0.008%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.481%, plus: +0.064%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.913%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.482%, plus: -0.480%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.070%, plus: +1.038%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.430%, plus: +1.430%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.697%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.547%, plus: -3.890%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.184%, plus: -0.375%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.869%, plus: +0.866%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.039%, plus: +2.039%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.859%, plus: +0.862%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.784%, plus: +1.800%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.140%, plus: -0.139%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.114%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.044%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.105%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.010%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.102%, plus: -0.480%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.117%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.555%, plus: +0.050%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.427%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.284%, plus: +0.190%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.821%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.865%, plus: +0.034%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.229%, plus: +0.440%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.365%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.039%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.691%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.022%, plus: -0.638%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.893%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.381%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.251%, plus: -0.312%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.010%, plus: -10.010%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.422%, plus: +8.422%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.847%, plus: +2.940%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.417%, plus: +0.418%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.176%, plus: +0.176%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.331%, plus: +1.292%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.457%, plus: -0.456%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.064%, plus: -0.096%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.045%, plus: -0.143%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.979%, plus: +3.484%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.622%, plus: +0.624%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.256290e-07
+  - errors:
+    - {label: stat, symerror: +4.898%}
+    - asymerror: {minus: -6.904%, plus: +6.904%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.594%, plus: +7.594%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.395%, plus: +0.397%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.746%, plus: +0.749%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.564%, plus: +0.566%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.126%, plus: +0.372%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.022%, plus: -0.229%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.001%, plus: -0.272%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.322%, plus: -0.320%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.759%, plus: +0.745%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.226%, plus: +1.226%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.141%, plus: +0.411%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.966%, plus: -2.593%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.301%, plus: -0.153%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.018%, plus: +0.758%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.836%, plus: +0.836%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.431%, plus: +0.431%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.080%, plus: -0.128%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.206%, plus: +1.213%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.125%, plus: +0.125%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.183%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.215%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.245%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.386%, plus: -0.404%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.278%, plus: -0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.315%, plus: +0.384%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.422%, plus: +0.543%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.003%, plus: -0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.401%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.299%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.889%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.302%, plus: -1.046%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.848%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.283%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.131%, plus: -0.515%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.609%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.693%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.961%, plus: +1.333%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.021%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.851%, plus: -0.812%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.466%, plus: +0.466%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.609%, plus: +10.609%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.416%, plus: +2.821%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.531%, plus: +0.533%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.083%, plus: +0.084%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.034%, plus: +1.233%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.588%, plus: -1.576%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.423%, plus: -0.083%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.545%, plus: -0.426%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.505%, plus: +0.492%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.078%, plus: +5.431%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.123%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.817%, plus: +0.820%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.424227e-08
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 1080.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.287603e-07
+   - value: 5.789218e-08
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 450.0, low: 0.0}
+  - {high: 1000.0, low: 450.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table435.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table435.yaml
new file mode 100644
index 0000000000..74a13e9cdf
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table435.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.522505e-13}
+  - {value: 2.224386e-14}
+  - {value: 2.224386e-14}
+  - {value: 7.598101e-15}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 255.00, low: 0.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 1000.00, low: 255.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table436.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table436.yaml
new file mode 100644
index 0000000000..ac220c2221
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table436.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.868217e-13}
+  - {value: 4.228424e-14}
+  - {value: 7.805685e-13}
+  - {value: 1.908010e-13}
+  - {value: 4.058915e-14}
+  - {value: 8.479587e-15}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 315.00, low: 0.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table437.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table437.yaml
new file mode 100644
index 0000000000..73ef670c13
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table437.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.800000e-13}
+  - {value: 1.688444e-12}
+  - {value: 9.604444e-14}
+  - {value: 1.688444e-12}
+  - {value: 6.742222e-12}
+  - {value: 2.901333e-13}
+  - {value: 9.604444e-14}
+  - {value: 2.901333e-13}
+  - {value: 1.864444e-14}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 315.00, low: 0.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 1000.00, low: 370.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table438.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table438.yaml
new file mode 100644
index 0000000000..386956ebca
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table438.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.720250e-14}
+  - {value: 1.511764e-14}
+  - {value: 3.379301e-13}
+  - {value: 6.614987e-14}
+  - {value: 3.832993e-13}
+  - {value: 6.995784e-14}
+  - {value: 3.763906e-14}
+  - {value: 7.920577e-15}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table439.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table439.yaml
new file mode 100644
index 0000000000..b0dea3ab57
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table439.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.247018e-13}
+  - {value: 5.632749e-13}
+  - {value: 2.961404e-14}
+  - {value: 8.219883e-13}
+  - {value: 2.316491e-12}
+  - {value: 1.171228e-13}
+  - {value: 8.795322e-13}
+  - {value: 2.446784e-12}
+  - {value: 1.273918e-13}
+  - {value: 9.104094e-14}
+  - {value: 2.540351e-13}
+  - {value: 1.326316e-14}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table44.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table44.yaml
new file mode 100644
index 0000000000..30e586ad3c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table44.yaml
@@ -0,0 +1,1402 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DABSPCROSS (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.908%}
+    - asymerror: {minus: +1.116%, plus: -1.116%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.840%, plus: -4.840%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.117%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.176%, plus: +0.177%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.181%, plus: +0.079%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.180%, plus: +0.181%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.057%, plus: -0.063%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.418%, plus: +1.418%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.103%, plus: -0.178%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.688%, plus: +1.461%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.215%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.304%, plus: +0.106%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.179%, plus: +2.179%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.418%, plus: +0.415%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.580%, plus: +0.015%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.109%, plus: +0.107%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.132%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.157%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.024%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.053%, plus: -0.038%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.203%, plus: +0.468%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.234%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.252%, plus: -0.146%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.259%, plus: -0.404%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.191%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.395%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.576%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.463%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.210%, plus: +0.522%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.477%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.285%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.112%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.045%, plus: -0.186%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.282%, plus: -6.282%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.714%, plus: -1.714%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.941%, plus: -0.527%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.430%, plus: -0.388%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.038%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.000%, plus: -0.564%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.126%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.168%, plus: -0.167%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.285659e+00
+  - errors:
+    - {label: stat, symerror: +2.814%}
+    - asymerror: {minus: -0.363%, plus: +0.363%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.644%, plus: +0.644%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.179%, plus: +0.178%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.526%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.221%, plus: +0.223%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.077%, plus: -0.054%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.048%, plus: +1.048%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.002%, plus: +0.681%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.272%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.298%, plus: +0.016%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.724%, plus: +1.724%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.283%, plus: +0.281%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.246%, plus: +0.029%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.157%, plus: +0.154%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.354%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.560%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.588%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.558%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.486%, plus: +0.149%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.139%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.012%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.653%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.443%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.153%, plus: +1.390%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.021%, plus: -0.269%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.509%, plus: -1.509%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.204%, plus: +2.204%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.418%, plus: -0.956%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.124%, plus: +0.124%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.686%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.025%, plus: -0.128%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.519%, plus: -0.782%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.084%, plus: -0.083%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.055250e+00
+  - errors:
+    - {label: stat, symerror: +2.624%}
+    - asymerror: {minus: +0.711%, plus: -0.711%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.589%, plus: -0.589%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.018%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.154%, plus: +0.153%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.111%, plus: -0.143%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.509%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.872%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.195%, plus: +0.197%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.054%, plus: -0.091%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.966%, plus: +0.966%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.051%, plus: -0.049%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.406%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.068%, plus: -0.109%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.665%, plus: +1.665%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.217%, plus: +0.215%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.457%, plus: -0.182%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.101%, plus: +0.099%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.052%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.028%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.091%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.043%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.060%, plus: -0.187%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.397%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.673%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.410%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.567%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.857%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.746%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.058%, plus: +0.633%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.448%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.507%, plus: +1.014%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.024%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.021%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.670%, plus: +1.670%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.035%, plus: -1.035%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.758%, plus: -0.039%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.317%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.294%, plus: -0.016%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.102%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.825%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.016%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.066%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.569411e+00
+  - errors:
+    - {label: stat, symerror: +2.150%}
+    - asymerror: {minus: +0.689%, plus: -0.689%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.619%, plus: -0.619%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.092%, plus: +0.092%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.021%, plus: -0.170%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.409%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.140%, plus: -0.203%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.175%, plus: +0.177%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.041%, plus: -0.029%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.804%, plus: +0.804%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.344%, plus: +0.798%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.195%, plus: -0.106%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.519%, plus: +1.519%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.098%, plus: +0.097%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.338%, plus: -0.187%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.086%, plus: +0.084%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.047%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.126%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.013%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.147%, plus: -0.037%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.011%, plus: -0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.151%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.415%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.398%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.268%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.602%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.309%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.032%, plus: +0.089%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.372%, plus: -0.792%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.001%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.264%, plus: +0.264%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.650%, plus: +0.650%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.038%, plus: -0.442%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.304%, plus: -0.196%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.152%, plus: -0.380%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.023%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.814%, plus: -0.414%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.717716e+00
+  - errors:
+    - {label: stat, symerror: +2.305%}
+    - asymerror: {minus: +2.434%, plus: -2.434%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.631%, plus: +5.631%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.053%, plus: +0.052%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.553%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.679%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.159%, plus: +0.162%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.877%, plus: +0.877%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.729%, plus: +0.232%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.368%, plus: +0.203%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.153%, plus: -0.274%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.760%, plus: +1.760%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.012%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.422%, plus: +0.447%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.040%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.019%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.112%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.081%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.239%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.000%, plus: -0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.101%, plus: -0.185%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.025%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.961%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.033%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.171%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.599%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.892%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.516%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.009%, plus: -1.024%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.698%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.929%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.015%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.855%, plus: +0.855%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.292%, plus: +1.292%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.547%, plus: -0.574%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.203%, plus: +0.198%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.171%, plus: -0.533%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.351714e+00
+  - errors:
+    - {label: stat, symerror: +2.354%}
+    - asymerror: {minus: -0.801%, plus: +0.801%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.956%, plus: +1.956%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.003%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.043%, plus: +0.238%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.064%, plus: +0.070%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.012%, plus: -0.063%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.064%, plus: +0.065%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.027%, plus: +0.015%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.879%, plus: +0.879%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.027%, plus: -0.125%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.331%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.076%, plus: -0.091%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.921%, plus: +1.921%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.398%, plus: -0.205%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.019%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.018%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.012%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.216%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.036%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.236%, plus: +0.167%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.144%, plus: +0.610%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.281%, plus: +0.571%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.285%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.161%, plus: -0.049%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.194%, plus: +0.211%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.222%, plus: +2.222%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.156%, plus: -0.156%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.236%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.058%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.040%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.677878e+00
+  - errors:
+    - {label: stat, symerror: +2.726%}
+    - asymerror: {minus: -1.453%, plus: +1.453%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.906%, plus: +0.906%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.095%, plus: -0.094%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.483%, plus: -0.598%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.534%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.015%, plus: -0.014%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.058%, plus: +0.066%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.030%, plus: +1.030%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.022%, plus: +0.259%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.017%, plus: -0.467%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.153%, plus: -0.006%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.051%, plus: +0.026%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.463%, plus: +2.463%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.114%, plus: -0.113%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: +0.076%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.075%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.033%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.029%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.008%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.036%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.033%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.304%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.056%, plus: +0.141%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.747%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.291%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.729%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.272%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.145%, plus: +0.091%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.626%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.033%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.560%, plus: +1.560%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.583%, plus: -0.583%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.016%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.298%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.399%, plus: +0.395%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.008%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.023%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.057169e+00
+  - errors:
+    - {label: stat, symerror: +2.740%}
+    - asymerror: {minus: +0.887%, plus: -0.887%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.354%, plus: -1.354%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.153%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.159%, plus: -0.159%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.022%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.203%, plus: +0.038%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.108%, plus: +0.081%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.199%, plus: -0.201%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.066%, plus: +0.086%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.996%, plus: +0.996%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.016%, plus: +0.048%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.398%, plus: -0.787%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.102%, plus: +0.008%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.808%, plus: +2.808%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.230%, plus: -0.228%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.400%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.095%, plus: -0.093%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.046%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.016%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.076%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.079%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.031%, plus: -0.223%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.052%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.212%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.128%, plus: +0.079%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.107%, plus: -0.146%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.083%, plus: -0.250%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.352%, plus: -0.130%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.251%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.069%, plus: +0.031%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.611%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.959%, plus: -0.893%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.030%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.089%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.002%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.203%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.261%, plus: -1.261%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.218%, plus: -0.218%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.931%, plus: +0.562%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.601%, plus: +0.385%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.139%, plus: -0.072%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.145%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.094%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.040%, plus: +0.495%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.081%, plus: +0.081%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.334094e+00
+  - errors:
+    - {label: stat, symerror: +3.926%}
+    - asymerror: {minus: -7.021%, plus: +7.021%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.867%, plus: -5.867%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.079%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.292%, plus: -0.291%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.513%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.078%, plus: +0.287%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.402%, plus: -0.408%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.095%, plus: +0.077%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.414%, plus: +1.414%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.444%, plus: -1.399%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.543%, plus: +4.543%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.346%, plus: -0.342%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.337%, plus: +0.598%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.196%, plus: -0.191%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.102%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.044%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.036%, plus: -0.101%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.393%, plus: -0.283%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.771%, plus: +0.182%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.331%, plus: -0.009%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.617%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.254%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.155%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.256%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.379%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.720%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.818%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.047%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.113%, plus: -0.184%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.092%, plus: +0.291%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.743%, plus: -0.743%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.040%, plus: -3.040%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.766%, plus: +1.510%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.066%, plus: -0.072%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.094%, plus: +0.094%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.122%, plus: +0.072%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.226%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.133%, plus: -0.365%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.240%, plus: +1.434%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.036%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.110995e-01
+  - errors:
+    - {label: stat, symerror: +4.069%}
+    - asymerror: {minus: -0.135%, plus: +0.135%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.497%, plus: -4.497%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.372%, plus: -0.372%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.275%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.515%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.021%, plus: -1.036%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.038%, plus: +0.021%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.271%, plus: +1.271%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.118%, plus: -2.461%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.455%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.700%, plus: +5.700%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.501%, plus: -0.495%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.303%, plus: +0.248%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.397%, plus: -0.388%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.223%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.237%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.271%, plus: +0.435%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.033%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.575%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.035%, plus: +1.157%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.964%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.318%, plus: -0.217%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.459%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.227%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.385%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.925%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.544%, plus: +0.809%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.450%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.308%, plus: +0.222%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.205%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.050%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.244%, plus: -2.244%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.130%, plus: -0.130%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.710%, plus: +1.928%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.709%, plus: +0.470%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.108%, plus: +0.108%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.254%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.211%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.076%, plus: +1.407%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.171926e-01
+- header: {name: '1/SIG*DSIG/DABSPCROSS (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.346997e+00
+   - value: 3.137690e+00
+   - value: 3.786713e+00
+   - value: 3.820046e+00
+   - value: 3.324661e+00
+   - value: 2.672153e+00
+   - value: 1.973469e+00
+   - value: 1.290708e+00
+   - value: 7.493323e-01
+   - value: 1.133488e-01
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV'}
+  values:
+  - {high: 0.04, low: 0.0}
+  - {high: 0.07, low: 0.04}
+  - {high: 0.1, low: 0.07}
+  - {high: 0.14, low: 0.1}
+  - {high: 0.18, low: 0.14}
+  - {high: 0.23, low: 0.18}
+  - {high: 0.28, low: 0.23}
+  - {high: 0.36, low: 0.28}
+  - {high: 0.43, low: 0.36}
+  - {high: 1.0, low: 0.43}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table440.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table440.yaml
new file mode 100644
index 0000000000..0dccffdb15
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table440.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.509695e-14}
+  - {value: 2.635888e-13}
+  - {value: 2.436442e-13}
+  - {value: 2.379809e-14}
+  - {value: 2.635888e-13}
+  - {value: 1.112219e-12}
+  - {value: 1.008680e-12}
+  - {value: 1.003263e-13}
+  - {value: 2.436442e-13}
+  - {value: 1.008680e-12}
+  - {value: 1.524161e-12}
+  - {value: 1.423207e-13}
+  - {value: 2.379809e-14}
+  - {value: 1.003263e-13}
+  - {value: 1.423207e-13}
+  - {value: 1.630040e-14}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 1000.00, low: 395.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table441.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table441.yaml
new file mode 100644
index 0000000000..d92d03b920
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table441.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.098191e-15}
+  - {value: 8.648256e-16}
+  - {value: 2.806848e-15}
+  - {value: 6.500323e-16}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
+  - {high: 255.00, low: 0.00}
+  - {high: 1000.00, low: 255.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table442.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table442.yaml
new file mode 100644
index 0000000000..683be63840
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table442.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.715278e-14}
+  - {value: 3.506944e-14}
+  - {value: 1.989931e-15}
+  - {value: 5.614583e-15}
+  - {value: 2.036458e-14}
+  - {value: 9.743056e-16}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
+  - {high: 315.00, low: 0.00}
+  - {high: 370.00, low: 315.00}
+  - {high: 1000.00, low: 370.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table443.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table443.yaml
new file mode 100644
index 0000000000..171121a77c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table443.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.919591e-15}
+  - {value: 1.739218e-14}
+  - {value: 1.723319e-14}
+  - {value: 1.725694e-15}
+  - {value: 1.832968e-15}
+  - {value: 7.567617e-15}
+  - {value: 1.004751e-14}
+  - {value: 1.031250e-15}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
+  - {high: 305.00, low: 0.00}
+  - {high: 350.00, low: 305.00}
+  - {high: 395.00, low: 350.00}
+  - {high: 1000.00, low: 395.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table444.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table444.yaml
new file mode 100644
index 0000000000..2487c97b57
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table444.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.041884e-16}
+  - {value: 1.102431e-16}
+  - {value: 1.102431e-16}
+  - {value: 9.027778e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 450.00, low: 0.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 1000.00, low: 450.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
+  - {high: 450.00, low: 0.00}
+  - {high: 1000.00, low: 450.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table445.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table445.yaml
new file mode 100644
index 0000000000..5bbd541962
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table445.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DCHI_TT (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.574%}
+    - asymerror: {minus: +0.749%, plus: -0.749%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.108%, plus: +3.108%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.267%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.009%, plus: -0.423%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.108%, plus: -0.107%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.064%, plus: -0.060%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.590%, plus: +0.590%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.175%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.317%, plus: +1.317%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.024%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.023%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.024%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.260%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.399%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.075%, plus: +0.131%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.372%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.485%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.238%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.961%, plus: -3.312%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.565%, plus: +1.565%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.999%, plus: +0.999%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.459%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.162%, plus: -0.162%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.021%, plus: -0.374%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.141%, plus: +0.101%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.038%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.708%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.009%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.826282e-01
+  - errors:
+    - {label: stat, symerror: +1.488%}
+    - asymerror: {minus: -0.660%, plus: +0.660%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.721%, plus: +2.721%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.062%, plus: +0.498%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.033%, plus: -0.032%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.037%, plus: -0.045%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.553%, plus: +0.553%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.115%, plus: -0.075%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.013%, plus: -0.085%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.072%, plus: -0.048%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.231%, plus: +1.231%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.116%, plus: -0.064%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.038%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.079%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.242%, plus: +0.255%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.222%, plus: -0.007%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.481%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.402%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.244%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.320%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.241%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.312%, plus: -2.621%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.185%, plus: +1.185%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.193%, plus: -0.193%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.024%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.026%, plus: -0.228%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.004%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.776508e-01
+  - errors:
+    - {label: stat, symerror: +1.999%}
+    - asymerror: {minus: -0.379%, plus: +0.379%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.248%, plus: -3.248%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.002%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.762%, plus: -0.346%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.176%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.010%, plus: +0.026%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.718%, plus: +0.718%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.248%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.148%, plus: +0.285%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.150%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.614%, plus: +1.614%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.310%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.029%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.041%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.003%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.214%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.051%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.223%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.018%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.040%, plus: +0.002%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.363%, plus: +0.192%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.370%, plus: -0.243%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.280%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.188%, plus: -0.085%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.267%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.242%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.008%, plus: -0.077%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.118%, plus: +0.186%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.874%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.666%, plus: -0.666%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.489%, plus: +0.489%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.587%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.022%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.423%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.060%, plus: -0.067%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.399917e-01
+  - errors:
+    - {label: stat, symerror: +2.435%}
+    - asymerror: {minus: -1.526%, plus: +1.526%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.324%, plus: -4.324%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.018%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.008%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.269%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.028%, plus: +0.015%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.903%, plus: +0.903%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.043%, plus: +0.286%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.769%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.063%, plus: +0.180%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.058%, plus: +2.058%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.014%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.421%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.025%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.014%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.347%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.344%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.431%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.028%, plus: +0.122%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.410%, plus: +3.056%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.054%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.326%, plus: +0.326%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.061%, plus: -2.061%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.605%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.097%, plus: +0.097%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.022%, plus: +0.445%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.054%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.421%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.029%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.001%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.573798e-02
+  - errors:
+    - {label: stat, symerror: +3.316%}
+    - asymerror: {minus: +0.283%, plus: -0.283%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.978%, plus: +1.978%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.036%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.768%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.115%, plus: +0.273%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.136%, plus: +0.135%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.069%, plus: +0.083%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.194%, plus: +1.194%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.004%, plus: +0.036%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.246%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.303%, plus: -0.266%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.155%, plus: +0.614%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.883%, plus: +2.883%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.033%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.030%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.121%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.045%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.072%, plus: -0.120%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.474%, plus: -0.593%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.335%, plus: +0.249%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.218%, plus: -0.163%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.138%, plus: -1.057%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.737%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.494%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.201%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.077%, plus: -0.051%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.612%, plus: +3.594%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.103%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.019%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.066%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.226%, plus: -3.226%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.996%, plus: +1.996%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.493%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.041%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.197%, plus: +0.197%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.036%, plus: +0.367%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.192%, plus: -0.084%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.004%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.007%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.170%, plus: +0.247%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.576398e-02
+  - errors:
+    - {label: stat, symerror: +4.825%}
+    - asymerror: {minus: +2.451%, plus: -2.451%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.434%, plus: -3.434%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.382%, plus: -0.297%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.337%, plus: -0.379%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.204%, plus: +0.788%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.126%, plus: +0.125%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.103%, plus: +0.095%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.743%, plus: +1.743%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.206%, plus: -0.179%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.333%, plus: -0.537%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.376%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.444%, plus: +4.444%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.075%, plus: +0.074%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.184%, plus: -0.144%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.011%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.139%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.290%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.209%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.286%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.117%, plus: +0.454%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.144%, plus: -0.303%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.402%, plus: -0.219%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.047%, plus: -0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.011%, plus: -0.183%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.331%, plus: -0.332%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.449%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.014%, plus: -0.750%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.142%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.527%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.045%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.328%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.373%, plus: +0.215%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.776%, plus: +7.758%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.037%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.451%, plus: -0.375%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.032%, plus: -0.142%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.261%, plus: +0.559%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.521%, plus: -1.521%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.088%, plus: +1.088%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.513%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.316%, plus: +0.316%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.403%, plus: +0.089%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.170%, plus: -0.217%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.312%, plus: +0.289%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.034%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.867%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.075%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.058%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.807529e-02
+  - errors:
+    - {label: stat, symerror: +4.610%}
+    - asymerror: {minus: +2.490%, plus: -2.490%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.022%, plus: -7.022%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.072%, plus: +0.287%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.166%, plus: +0.213%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.084%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.120%, plus: +0.116%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.193%, plus: +0.177%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.559%, plus: +1.559%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.027%, plus: -1.378%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.277%, plus: -0.046%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.186%, plus: +0.125%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.669%, plus: +4.669%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.063%, plus: +0.062%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.169%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.040%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.188%, plus: -0.196%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.018%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.333%, plus: +0.144%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.032%, plus: -0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.020%, plus: -0.350%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.686%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.442%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.577%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.606%, plus: +0.077%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.738%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.235%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.204%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.288%, plus: +0.248%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.119%, plus: -1.075%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.625%, plus: +6.975%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.030%, plus: -0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.165%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.274%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.534%, plus: -5.534%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.996%, plus: -3.996%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.953%, plus: +0.104%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.144%, plus: +0.145%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.515%, plus: +0.515%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.213%, plus: +0.684%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.027%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.111%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.110%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.169%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.451%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.008%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.950821e-03
+- header: {name: '1/SIG*DSIG/DCHI_TT (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.795689e-01
+   - value: 2.788782e-01
+   - value: 1.464597e-01
+   - value: 7.457967e-02
+   - value: 3.565343e-02
+   - value: 1.707823e-02
+   - value: 2.789049e-03
+independent_variables:
+- header: {name: 'CHI_TT', units: ''}
+  values:
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
+  - {high: 3.75, low: 2.5}
+  - {high: 5.4, low: 3.75}
+  - {high: 7.6, low: 5.4}
+  - {high: 10.0, low: 7.6}
+  - {high: 30.0, low: 10.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table446.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table446.yaml
new file mode 100644
index 0000000000..77b39287a8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table446.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.366000e-04}
+  - {value: 1.097000e-04}
+  - {value: -8.412000e-05}
+  - {value: -6.659000e-05}
+  - {value: -2.129000e-06}
+  - {value: -7.802000e-06}
+  - {value: -4.482000e-06}
+  - {value: 1.097000e-04}
+  - {value: 1.085000e-04}
+  - {value: -4.087000e-05}
+  - {value: -2.710000e-05}
+  - {value: -1.098000e-06}
+  - {value: -6.805000e-06}
+  - {value: -2.442000e-06}
+  - {value: -8.412000e-05}
+  - {value: -4.087000e-05}
+  - {value: 3.742000e-05}
+  - {value: 1.262000e-05}
+  - {value: -1.233000e-06}
+  - {value: 1.676000e-06}
+  - {value: 7.004000e-07}
+  - {value: -6.659000e-05}
+  - {value: -2.710000e-05}
+  - {value: 1.262000e-05}
+  - {value: 2.173000e-05}
+  - {value: -2.923000e-06}
+  - {value: 6.343000e-07}
+  - {value: 6.831000e-07}
+  - {value: -2.129000e-06}
+  - {value: -1.098000e-06}
+  - {value: -1.233000e-06}
+  - {value: -2.923000e-06}
+  - {value: 5.413000e-06}
+  - {value: -2.928000e-07}
+  - {value: -1.340000e-07}
+  - {value: -7.802000e-06}
+  - {value: -6.805000e-06}
+  - {value: 1.676000e-06}
+  - {value: 6.343000e-07}
+  - {value: -2.928000e-07}
+  - {value: 2.286000e-06}
+  - {value: 1.360000e-07}
+  - {value: -4.482000e-06}
+  - {value: -2.442000e-06}
+  - {value: 7.004000e-07}
+  - {value: 6.831000e-07}
+  - {value: -1.340000e-07}
+  - {value: 1.360000e-07}
+  - {value: 1.324000e-07}
+independent_variables:
+- header: {name: 'CHI_TT'}
+  values:
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+- header: {name: 'CHI_TT'}
+  values:
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table447.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table447.yaml
new file mode 100644
index 0000000000..0d696e3472
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table447.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: 'DSIG/DCHI_TT (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.698%}
+    - asymerror: {minus: -2.314%, plus: +2.314%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.312%, plus: -2.312%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.207%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.291%, plus: +0.292%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.419%, plus: +0.420%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.329%, plus: +0.148%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.062%, plus: -1.511%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.925%, plus: -0.916%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.122%, plus: +1.101%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.640%, plus: +0.640%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.331%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.320%, plus: -2.873%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.811%, plus: +0.573%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.397%, plus: +1.397%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.861%, plus: +0.864%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.785%, plus: +1.802%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.216%, plus: -0.216%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.094%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.075%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.046%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.248%, plus: -0.384%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.103%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.547%, plus: +0.287%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.823%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.496%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.971%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.276%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.509%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.663%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.779%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.788%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.978%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.915%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.793%, plus: -1.639%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.033%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.115%, plus: -0.242%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.491%, plus: -6.491%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.898%, plus: -6.898%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.488%, plus: +2.788%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.318%, plus: +0.318%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.299%, plus: +0.299%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.300%, plus: +0.907%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.439%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.059%, plus: +0.034%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.016%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.101%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.775%, plus: +2.806%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.487%, plus: +0.489%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.149927e+02
+  - errors:
+    - {label: stat, symerror: +1.616%}
+    - asymerror: {minus: -3.767%, plus: +3.767%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.678%, plus: -2.678%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.144%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.307%, plus: +0.308%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.429%, plus: +0.430%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.116%, plus: -0.116%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.201%, plus: +0.263%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.358%, plus: +0.406%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.006%, plus: -1.102%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.849%, plus: -0.841%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.149%, plus: +1.117%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.605%, plus: +0.605%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.808%, plus: -2.591%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.142%, plus: -0.193%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.682%, plus: +0.701%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.309%, plus: +1.309%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.876%, plus: +0.879%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.783%, plus: +1.799%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.217%, plus: -0.217%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.035%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.128%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.107%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.214%, plus: -0.259%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.036%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.417%, plus: +0.318%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.386%, plus: +0.118%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.202%, plus: +0.070%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.660%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.686%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.981%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.808%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.089%, plus: -0.178%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.149%, plus: -0.438%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.139%, plus: -0.936%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.025%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.025%, plus: -0.168%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.841%, plus: -6.841%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.997%, plus: -7.997%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.115%, plus: +3.329%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.333%, plus: +0.335%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.356%, plus: +0.356%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.295%, plus: +1.054%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.443%, plus: -0.442%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.130%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.019%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.142%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.408%, plus: +3.616%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.011%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.481%, plus: +0.482%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.387408e+02
+  - errors:
+    - {label: stat, symerror: +2.103%}
+    - asymerror: {minus: -3.477%, plus: +3.477%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.333%, plus: -8.333%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.144%, plus: +0.251%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.324%, plus: +0.325%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.452%, plus: +0.453%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.116%, plus: +0.401%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.465%, plus: -0.438%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.084%, plus: -0.919%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.784%, plus: -0.778%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.195%, plus: +1.188%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.759%, plus: +0.759%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.022%, plus: +0.352%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.567%, plus: -2.540%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.630%, plus: +0.857%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.676%, plus: +1.676%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.907%, plus: +0.911%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.446%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.837%, plus: +1.854%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.225%, plus: -0.224%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.073%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.084%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.110%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.508%, plus: -0.227%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.130%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.196%, plus: +0.627%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.014%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.603%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.658%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.595%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.748%, plus: +0.103%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.676%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.316%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.572%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.493%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.620%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.068%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.396%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.545%, plus: -8.545%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.368%, plus: -7.368%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.640%, plus: +3.286%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.380%, plus: +0.381%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.459%, plus: +0.459%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.904%, plus: +1.439%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.446%, plus: -0.445%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.143%, plus: -0.135%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.165%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.154%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.350%, plus: +3.803%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.481%, plus: +0.482%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.203732e+02
+  - errors:
+    - {label: stat, symerror: +2.522%}
+    - asymerror: {minus: -4.660%, plus: +4.660%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.353%, plus: -9.353%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.123%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.308%, plus: +0.309%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.491%, plus: +0.492%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.240%, plus: +0.215%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.286%, plus: -0.826%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.762%, plus: -0.756%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.213%, plus: +1.177%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.935%, plus: +0.935%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.188%, plus: +0.390%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.509%, plus: -2.700%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.760%, plus: +0.718%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.105%, plus: +2.105%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.904%, plus: +0.907%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.102%, plus: +0.557%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.818%, plus: +1.835%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.227%, plus: -0.227%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.024%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.066%, plus: -0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.075%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.027%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.270%, plus: -0.381%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.091%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.397%, plus: +0.403%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.461%, plus: +0.008%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.859%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.689%, plus: +0.170%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.250%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.395%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.401%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.329%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.418%, plus: -0.390%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.557%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.840%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.052%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.033%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.236%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.631%, plus: -7.631%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.719%, plus: -9.719%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.118%, plus: +3.887%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.381%, plus: +0.382%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.559%, plus: +0.559%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.343%, plus: +1.736%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.433%, plus: -0.432%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.110%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.090%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.461%, plus: +3.974%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.473%, plus: +0.474%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.512406e+01
+  - errors:
+    - {label: stat, symerror: +3.401%}
+    - asymerror: {minus: -2.794%, plus: +2.794%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.382%, plus: -3.382%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.105%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.283%, plus: +0.283%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.456%, plus: +0.457%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.137%, plus: -0.137%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.273%, plus: +0.147%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.061%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.823%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.679%, plus: -0.676%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.254%, plus: +1.246%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.224%, plus: +1.224%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.148%, plus: +0.140%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.549%, plus: -3.056%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.433%, plus: -0.374%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.907%, plus: +1.368%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.935%, plus: +2.935%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.875%, plus: +0.879%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.163%, plus: +0.046%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.841%, plus: +1.858%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.243%, plus: -0.243%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.041%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.058%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.172%, plus: -0.285%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.216%, plus: +0.558%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.049%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.028%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.492%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.176%, plus: -0.959%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.293%, plus: +0.063%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.664%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.642%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.793%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.934%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.714%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.107%, plus: -0.425%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.095%, plus: -0.729%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +5.387%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.105%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.014%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.098%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.902%, plus: -10.902%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.979%, plus: -5.979%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.685%, plus: +3.080%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.398%, plus: +0.395%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.660%, plus: +0.660%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.356%, plus: +1.656%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.436%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.275%, plus: -0.152%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.146%, plus: -0.184%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.757%, plus: +3.794%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.040%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.467%, plus: +0.468%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.075202e+01
+  - errors:
+    - {label: stat, symerror: +4.900%}
+    - asymerror: {minus: -0.560%, plus: +0.560%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.510%, plus: -8.510%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.239%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.245%, plus: +0.244%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.474%, plus: +0.475%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.112%, plus: -0.140%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.099%, plus: +0.011%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.313%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.689%, plus: -0.686%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.288%, plus: +1.258%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.767%, plus: +1.767%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.062%, plus: -0.075%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.062%, plus: -3.338%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.235%, plus: -0.077%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.887%, plus: +0.370%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.482%, plus: +4.482%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.964%, plus: +0.968%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.075%, plus: -0.009%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.819%, plus: +1.836%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.237%, plus: -0.237%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.090%, plus: -0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.202%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.139%, plus: -0.255%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.299%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.065%, plus: -0.214%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.184%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.043%, plus: -0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.553%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.034%, plus: -0.699%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.400%, plus: +0.544%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.998%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.189%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.160%, plus: -0.566%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.967%, plus: +9.623%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.037%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.454%, plus: -0.369%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.097%, plus: +0.409%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.332%, plus: -9.332%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.816%, plus: -6.816%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.846%, plus: +3.791%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.310%, plus: +0.310%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.779%, plus: +0.779%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.719%, plus: +1.376%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.424%, plus: -0.423%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.253%, plus: -0.284%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.256%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.173%, plus: -0.266%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.048%, plus: +4.437%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.043%, plus: -0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.417%, plus: +0.418%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.554222e+01
+  - errors:
+    - {label: stat, symerror: +4.772%}
+    - asymerror: {minus: -0.519%, plus: +0.519%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +11.909%, plus: -11.909%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.213%, plus: +0.422%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.277%, plus: +0.278%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.532%, plus: +0.534%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.133%, plus: -0.133%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.390%, plus: +0.453%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.376%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.358%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.696%, plus: -0.694%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.376%, plus: +1.341%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.604%, plus: +1.604%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.370%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.748%, plus: -4.156%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.406%, plus: -0.154%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.937%, plus: +0.876%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.819%, plus: +4.819%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.975%, plus: +0.980%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.871%, plus: +1.889%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.254%, plus: -0.253%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.007%, plus: +0.253%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.257%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.109%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.481%, plus: -0.492%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.097%, plus: +0.298%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.721%, plus: +0.548%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.028%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.544%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.981%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.015%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.453%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.038%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.792%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.211%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.301%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.138%, plus: -1.746%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.822%, plus: +8.826%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.029%, plus: -0.051%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.163%, plus: +0.263%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.012%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.439%, plus: -0.353%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +13.027%, plus: -13.027%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.502%, plus: -11.502%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.131%, plus: +3.369%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.501%, plus: +0.503%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.980%, plus: +0.980%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.518%, plus: +1.978%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.411%, plus: -0.410%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.117%, plus: -0.178%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.166%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.308%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.992%, plus: +3.454%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.040%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.418%, plus: +0.419%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.537293e+00
+- header: {name: 'DSIG/DCHI_TT (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.978411e+02
+   - value: 2.313520e+02
+   - value: 1.215001e+02
+   - value: 6.186986e+01
+   - value: 2.957739e+01
+   - value: 1.416777e+01
+   - value: 2.313741e+00
+independent_variables:
+- header: {name: 'CHI_TT', units: ''}
+  values:
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
+  - {high: 3.75, low: 2.5}
+  - {high: 5.4, low: 3.75}
+  - {high: 7.6, low: 5.4}
+  - {high: 10.0, low: 7.6}
+  - {high: 30.0, low: 10.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table448.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table448.yaml
new file mode 100644
index 0000000000..91f79ce005
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table448.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.088000e+03}
+  - {value: 2.976000e+03}
+  - {value: 1.665000e+03}
+  - {value: 9.604000e+02}
+  - {value: 3.841000e+02}
+  - {value: 2.234000e+02}
+  - {value: 4.701000e+01}
+  - {value: 2.976000e+03}
+  - {value: 1.840000e+03}
+  - {value: 1.013000e+03}
+  - {value: 5.883000e+02}
+  - {value: 2.331000e+02}
+  - {value: 1.332000e+02}
+  - {value: 2.831000e+01}
+  - {value: 1.665000e+03}
+  - {value: 1.013000e+03}
+  - {value: 6.330000e+02}
+  - {value: 3.579000e+02}
+  - {value: 1.369000e+02}
+  - {value: 8.092000e+01}
+  - {value: 1.725000e+01}
+  - {value: 9.604000e+02}
+  - {value: 5.883000e+02}
+  - {value: 3.579000e+02}
+  - {value: 2.163000e+02}
+  - {value: 7.794000e+01}
+  - {value: 4.624000e+01}
+  - {value: 9.946000e+00}
+  - {value: 3.841000e+02}
+  - {value: 2.331000e+02}
+  - {value: 1.369000e+02}
+  - {value: 7.794000e+01}
+  - {value: 3.512000e+01}
+  - {value: 1.801000e+01}
+  - {value: 3.832000e+00}
+  - {value: 2.234000e+02}
+  - {value: 1.332000e+02}
+  - {value: 8.092000e+01}
+  - {value: 4.624000e+01}
+  - {value: 1.801000e+01}
+  - {value: 1.221000e+01}
+  - {value: 2.275000e+00}
+  - {value: 4.701000e+01}
+  - {value: 2.831000e+01}
+  - {value: 1.725000e+01}
+  - {value: 9.946000e+00}
+  - {value: 3.832000e+00}
+  - {value: 2.275000e+00}
+  - {value: 5.241000e-01}
+independent_variables:
+- header: {name: 'CHI_TT'}
+  values:
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+- header: {name: 'CHI_TT'}
+  values:
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table449.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table449.yaml
new file mode 100644
index 0000000000..a66b05db78
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table449.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DTT_PT (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +0.376%}
+    - asymerror: {minus: -0.261%, plus: +0.261%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.881%, plus: -4.881%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.032%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.079%, plus: +0.080%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.033%, plus: -0.028%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.142%, plus: +0.142%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.051%, plus: +0.050%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.304%, plus: +0.304%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.036%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.026%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.004%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.000%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.082%, plus: +0.015%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.242%, plus: +0.022%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.112%, plus: +0.008%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.233%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.193%, plus: -0.021%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.022%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.326%, plus: +0.326%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.909%, plus: -0.909%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.930314e-03
+  - errors:
+    - {label: stat, symerror: +1.804%}
+    - asymerror: {minus: +0.653%, plus: -0.653%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -19.344%, plus: +19.344%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.128%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.491%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.807%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.225%, plus: -0.228%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.143%, plus: +0.138%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.693%, plus: +0.693%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.219%, plus: -0.139%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.303%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.363%, plus: -0.181%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.518%, plus: +1.518%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.081%, plus: +0.080%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.078%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.027%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.309%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.284%, plus: -0.049%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.308%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.908%, plus: -0.025%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.567%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.750%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.894%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.438%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.371%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.427%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.423%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.533%, plus: -1.533%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.489%, plus: +3.489%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.077%, plus: +0.099%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.021%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.185%, plus: +0.105%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.077%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.907179e-03
+  - errors:
+    - {label: stat, symerror: +2.099%}
+    - asymerror: {minus: +2.590%, plus: -2.590%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -21.579%, plus: +21.579%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.153%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.446%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.043%, plus: +0.749%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.429%, plus: -0.434%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.124%, plus: +0.091%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.752%, plus: +0.752%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.452%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.049%, plus: +0.234%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.977%, plus: +1.977%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.150%, plus: +0.149%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.114%, plus: -0.112%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.060%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.088%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.055%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.039%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.030%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.014%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.038%, plus: -0.132%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.348%, plus: -0.172%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.524%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.014%, plus: -0.349%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.175%, plus: -0.135%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.080%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.017%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.347%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.233%, plus: +0.362%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.326%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.286%, plus: +0.304%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.264%, plus: +0.164%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.167%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.008%, plus: -1.008%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.467%, plus: +4.467%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.105%, plus: +0.104%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.259%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.024%, plus: -0.152%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.015%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.009%, plus: +0.494%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.132%, plus: -0.131%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.596056e-04
+  - errors:
+    - {label: stat, symerror: +3.538%}
+    - asymerror: {minus: -1.458%, plus: +1.458%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.577%, plus: +8.577%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.008%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.255%, plus: +0.255%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.116%, plus: +0.116%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.071%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.608%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.135%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.398%, plus: -0.402%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.068%, plus: +0.037%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.899%, plus: +0.899%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.251%, plus: -0.075%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.563%, plus: +0.763%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.185%, plus: +0.254%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.883%, plus: +2.883%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.370%, plus: +0.366%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.352%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.146%, plus: -0.144%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.109%, plus: +0.110%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.038%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.051%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.086%, plus: -0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.096%, plus: -0.096%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.027%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.021%, plus: -0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.692%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.382%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.692%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.859%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.559%, plus: -0.640%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.340%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.383%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.742%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.348%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.803%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.356%, plus: +0.121%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.345%, plus: +0.405%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.085%, plus: -0.271%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.990%, plus: -1.990%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.806%, plus: +0.806%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.386%, plus: -0.398%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.097%, plus: +0.097%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.340%, plus: +0.340%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.167%, plus: +0.167%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.427%, plus: -0.154%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.074%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.242%, plus: -0.333%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.254%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.179%, plus: -0.179%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.728791e-05
+  - errors:
+    - {label: stat, symerror: +9.334%}
+    - asymerror: {minus: -6.381%, plus: +6.381%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.638%, plus: +9.638%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.032%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.498%, plus: +0.499%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.088%, plus: -0.203%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.020%, plus: -0.190%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.047%, plus: +0.969%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.071%, plus: -0.081%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.965%, plus: +0.965%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.400%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.675%, plus: +1.528%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.164%, plus: -0.050%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.226%, plus: -0.119%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.584%, plus: +3.584%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.586%, plus: +0.580%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.613%, plus: -0.069%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.255%, plus: -0.251%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.214%, plus: +0.215%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.011%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.113%, plus: +0.237%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.077%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.278%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.251%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.105%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.507%, plus: -0.506%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.334%, plus: -0.360%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.016%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.612%, plus: -0.073%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.525%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.849%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.917%, plus: -0.267%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.878%, plus: -1.225%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.253%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.084%, plus: +0.074%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.625%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.888%, plus: +3.244%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.085%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.127%, plus: +0.594%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.040%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.354%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.874%, plus: +6.874%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.521%, plus: +0.521%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.713%, plus: -0.887%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.226%, plus: +0.226%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.926%, plus: +0.931%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.410%, plus: +0.411%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.860%, plus: -0.636%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.336%, plus: -0.339%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.184%, plus: -0.578%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.087%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.455%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.024%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.158%, plus: -0.158%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.685187e-06
+- header: {name: '1/SIG*DSIG/DTT_PT (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.954326e-03
+   - value: 1.879659e-03
+   - value: 5.385582e-04
+   - value: 8.497146e-05
+   - value: 6.288968e-06
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 100.0, low: 0.0}
+  - {high: 160.0, low: 100.0}
+  - {high: 290.0, low: 160.0}
+  - {high: 510.0, low: 290.0}
+  - {high: 1000.0, low: 510.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table45.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table45.yaml
new file mode 100644
index 0000000000..a8901d7b81
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table45.yaml
@@ -0,0 +1,310 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: '1/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.184000e-02}
+  - {value: 1.678000e-03}
+  - {value: -2.635000e-03}
+  - {value: -3.035000e-04}
+  - {value: -2.963000e-03}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table450.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table450.yaml
new file mode 100644
index 0000000000..e8e956e6e2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table450.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
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+  - {value: 2.853000e-11}
+  - {value: 1.347000e-11}
+  - {value: 1.956000e-12}
+independent_variables:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table451.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table451.yaml
new file mode 100644
index 0000000000..726ba3259c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table451.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
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+    - asymerror: {minus: +9.510%, plus: -9.510%}
+      label: 'sys,hardscat-model'
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+      label: 'sys,(jes) EffectiveNP Detector1'
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+      label: 'sys,(jes) Flavor Composition'
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+    - asymerror: {minus: +0.563%, plus: -0.557%}
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+      label: 'sys,QCD stat'
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+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.873%, plus: +1.891%}
+      label: 'sys,b tag eff (eig 2)'
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+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.061%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.108%, plus: -0.178%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.091%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.067%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.224%, plus: -0.338%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.082%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.471%, plus: +0.296%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.745%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.224%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.523%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.708%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.211%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.148%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.807%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.746%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.970%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.567%, plus: -4.030%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.094%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.081%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.053%, plus: -0.151%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.221%, plus: -6.221%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.201%, plus: -8.201%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.290%, plus: +3.231%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.273%, plus: +0.274%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.411%, plus: +0.411%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.464%, plus: +1.170%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.431%, plus: -0.430%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.103%, plus: -0.008%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.039%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.135%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.617%, plus: +3.366%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.055%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.554%, plus: +0.556%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.810045e+00
+  - errors:
+    - {label: stat, symerror: +1.652%}
+    - asymerror: {minus: -2.978%, plus: +2.978%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -13.535%, plus: +13.535%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.107%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.226%, plus: +0.226%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.447%, plus: +0.448%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.130%, plus: -0.129%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.224%, plus: +0.312%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.075%, plus: -0.099%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.243%, plus: -0.676%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.869%, plus: -0.863%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.275%, plus: +1.258%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.610%, plus: +0.610%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.050%, plus: +0.164%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.882%, plus: -3.068%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.451%, plus: +0.644%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.482%, plus: +1.482%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.886%, plus: +0.889%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.079%, plus: +0.204%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.771%, plus: +1.788%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.221%, plus: -0.221%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.146%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.292%, plus: -0.196%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.016%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.237%, plus: +0.485%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.373%, plus: +0.112%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.385%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.067%, plus: +0.005%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.368%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.262%, plus: -0.285%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.058%, plus: -0.437%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.931%, plus: -4.151%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.144%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.269%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.960%, plus: -7.960%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.126%, plus: -4.126%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.345%, plus: +3.354%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.318%, plus: +0.319%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.337%, plus: +0.337%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.244%, plus: +1.377%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.420%, plus: -0.419%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.099%, plus: +0.088%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.294%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.585%, plus: +3.488%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.453%, plus: +0.454%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.637763e+00
+  - errors:
+    - {label: stat, symerror: +1.801%}
+    - asymerror: {minus: -0.970%, plus: +0.970%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -15.662%, plus: +15.662%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.142%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.325%, plus: +0.325%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.462%, plus: +0.464%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.222%, plus: +0.336%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.377%, plus: +0.227%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.733%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.074%, plus: -1.068%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.255%, plus: +1.210%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.607%, plus: +0.607%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.107%, plus: +0.142%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.122%, plus: -2.528%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.854%, plus: +0.490%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.828%, plus: +1.828%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.955%, plus: +0.959%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.169%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.736%, plus: +1.751%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.198%, plus: -0.197%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.114%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.017%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.134%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.428%, plus: -0.302%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.107%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.383%, plus: +0.536%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.642%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.508%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.630%, plus: +0.018%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.489%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.665%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.937%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.352%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.166%, plus: -0.537%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.039%, plus: -3.717%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.008%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.192%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.003%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.261%, plus: -0.172%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.468%, plus: -7.468%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.220%, plus: -3.220%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.106%, plus: +3.468%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.402%, plus: +0.401%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.394%, plus: +0.394%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.203%, plus: +1.472%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.427%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.109%, plus: -0.169%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.063%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.084%, plus: -0.168%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.618%, plus: +3.934%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.396%, plus: +0.397%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.805534e-01
+  - errors:
+    - {label: stat, symerror: +3.378%}
+    - asymerror: {minus: -5.165%, plus: +5.165%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.293%, plus: +3.293%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.159%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.532%, plus: +0.534%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.447%, plus: +0.449%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.238%, plus: +0.254%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.218%, plus: -0.352%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.043%, plus: -1.037%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.201%, plus: +1.156%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.794%, plus: +0.794%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.079%, plus: -2.192%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.059%, plus: +0.035%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.723%, plus: +1.039%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.782%, plus: +2.782%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.173%, plus: +1.177%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.150%, plus: +0.432%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.705%, plus: +1.719%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.139%, plus: -0.139%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.053%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.081%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.040%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.302%, plus: -0.315%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.127%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.103%, plus: -0.103%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.373%, plus: +0.400%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.028%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.023%, plus: -0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.214%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.464%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.436%, plus: +0.433%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.168%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.684%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.040%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.303%, plus: -0.308%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.001%, plus: -0.064%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.000%, plus: -3.893%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.273%, plus: +0.326%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.179%, plus: -0.413%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.386%, plus: -8.386%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.612%, plus: -6.612%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.897%, plus: +2.841%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.636%, plus: +0.639%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.162%, plus: +0.162%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.403%, plus: +0.403%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.989%, plus: +1.054%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.506%, plus: -0.506%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.327%, plus: -0.349%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.014%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.420%, plus: +3.488%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.349%, plus: +0.349%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.636990e-02
+  - errors:
+    - {label: stat, symerror: +9.311%}
+    - asymerror: {minus: -10.269%, plus: +10.269%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.302%, plus: +4.302%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.119%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.775%, plus: +0.779%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.520%, plus: +0.522%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.407%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.516%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.664%, plus: -0.658%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.063%, plus: +1.036%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.890%, plus: +0.890%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.964%, plus: -1.449%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.291%, plus: -0.268%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.587%, plus: +0.706%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.530%, plus: +3.530%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.387%, plus: +1.394%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.451%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.598%, plus: +1.610%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.065%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.008%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.002%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.231%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.182%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.514%, plus: -0.513%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.087%, plus: -0.029%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.407%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.276%, plus: -1.750%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.844%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.660%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.022%, plus: -0.240%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.383%, plus: -0.895%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.054%, plus: +0.515%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.022%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.876%, plus: -6.876%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.613%, plus: +2.335%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.195%, plus: +0.195%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -1.220%, plus: +1.231%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.405%, plus: +0.405%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.340%, plus: +0.340%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.561%, plus: +0.567%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.769%, plus: -0.768%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.269%, plus: -0.595%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.125%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.170%, plus: +3.822%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.068%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.370%, plus: +0.370%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.882074e-03
+- header: {name: 'DSIG/DTT_PT (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.628559e+00
+   - value: 1.566372e+00
+   - value: 4.487954e-01
+   - value: 7.080906e-02
+   - value: 5.240771e-03
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 100.0, low: 0.0}
+  - {high: 160.0, low: 100.0}
+  - {high: 290.0, low: 160.0}
+  - {high: 510.0, low: 290.0}
+  - {high: 1000.0, low: 510.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table452.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table452.yaml
new file mode 100644
index 0000000000..d821c82bc0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table452.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.379000e+00}
+  - {value: 4.617000e-01}
+  - {value: 1.384000e-01}
+  - {value: 1.490000e-02}
+  - {value: 7.918000e-04}
+  - {value: 4.617000e-01}
+  - {value: 9.728000e-02}
+  - {value: 2.855000e-02}
+  - {value: 3.234000e-03}
+  - {value: 1.571000e-04}
+  - {value: 1.384000e-01}
+  - {value: 2.855000e-02}
+  - {value: 8.906000e-03}
+  - {value: 9.053000e-04}
+  - {value: 4.609000e-05}
+  - {value: 1.490000e-02}
+  - {value: 3.234000e-03}
+  - {value: 9.053000e-04}
+  - {value: 1.523000e-04}
+  - {value: 7.202000e-06}
+  - {value: 7.918000e-04}
+  - {value: 1.571000e-04}
+  - {value: 4.609000e-05}
+  - {value: 7.202000e-06}
+  - {value: 8.507000e-07}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 160.00, low: 100.00}
+  - {high: 160.00, low: 100.00}
+  - {high: 160.00, low: 100.00}
+  - {high: 160.00, low: 100.00}
+  - {high: 160.00, low: 100.00}
+  - {high: 290.00, low: 160.00}
+  - {high: 290.00, low: 160.00}
+  - {high: 290.00, low: 160.00}
+  - {high: 290.00, low: 160.00}
+  - {high: 290.00, low: 160.00}
+  - {high: 510.00, low: 290.00}
+  - {high: 510.00, low: 290.00}
+  - {high: 510.00, low: 290.00}
+  - {high: 510.00, low: 290.00}
+  - {high: 510.00, low: 290.00}
+  - {high: 1000.00, low: 510.00}
+  - {high: 1000.00, low: 510.00}
+  - {high: 1000.00, low: 510.00}
+  - {high: 1000.00, low: 510.00}
+  - {high: 1000.00, low: 510.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 100.00, low: 0.00}
+  - {high: 160.00, low: 100.00}
+  - {high: 290.00, low: 160.00}
+  - {high: 510.00, low: 290.00}
+  - {high: 1000.00, low: 510.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 160.00, low: 100.00}
+  - {high: 290.00, low: 160.00}
+  - {high: 510.00, low: 290.00}
+  - {high: 1000.00, low: 510.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 160.00, low: 100.00}
+  - {high: 290.00, low: 160.00}
+  - {high: 510.00, low: 290.00}
+  - {high: 1000.00, low: 510.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 160.00, low: 100.00}
+  - {high: 290.00, low: 160.00}
+  - {high: 510.00, low: 290.00}
+  - {high: 1000.00, low: 510.00}
+  - {high: 100.00, low: 0.00}
+  - {high: 160.00, low: 100.00}
+  - {high: 290.00, low: 160.00}
+  - {high: 510.00, low: 290.00}
+  - {high: 1000.00, low: 510.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table453.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table453.yaml
new file mode 100644
index 0000000000..cf9f101bd9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table453.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DDELTAPHI (breakdown of systematics)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.403%}
+    - asymerror: {minus: +0.718%, plus: -0.718%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.657%, plus: -8.657%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.064%, plus: -0.065%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.050%, plus: +0.138%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.633%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.468%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.706%, plus: -0.716%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.095%, plus: +0.075%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.707%, plus: +0.707%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.201%, plus: -0.053%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.425%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.148%, plus: +3.148%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.242%, plus: +0.239%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.269%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.079%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.039%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.205%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.010%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.390%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.276%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.497%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.403%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.385%, plus: -0.741%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.272%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.500%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.431%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.428%, plus: +2.807%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.026%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.602%, plus: -6.602%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.693%, plus: +1.693%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.475%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.097%, plus: +0.096%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.004%, plus: +0.291%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.150%, plus: +0.151%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.013%, plus: -0.183%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.031%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.330%, plus: -0.329%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.401824e-02
+  - errors:
+    - {label: stat, symerror: +3.136%}
+    - asymerror: {minus: +1.225%, plus: -1.225%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.870%, plus: -9.870%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.047%, plus: +0.019%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.918%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.440%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.474%, plus: -0.480%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.096%, plus: +0.107%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.051%, plus: +1.051%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.350%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.183%, plus: -0.332%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.080%, plus: +0.404%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.575%, plus: +3.575%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.170%, plus: +0.169%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.315%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.029%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.024%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.010%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.082%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.002%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.274%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.103%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.091%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.588%, plus: -0.189%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.543%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.666%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +3.072%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +3.034%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.195%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.024%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.445%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.493%, plus: +9.769%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.350%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.294%, plus: -3.294%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.966%, plus: +2.966%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.409%, plus: +1.352%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.099%, plus: +0.572%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.091%, plus: -0.089%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.264%, plus: +1.145%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.184%, plus: -0.183%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.578641e-01
+  - errors:
+    - {label: stat, symerror: +2.645%}
+    - asymerror: {minus: -0.716%, plus: +0.716%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.949%, plus: -0.949%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.012%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.038%, plus: +0.039%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.045%, plus: +0.061%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.320%, plus: +0.138%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.247%, plus: +0.915%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.236%, plus: -0.240%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.135%, plus: +0.098%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.904%, plus: +0.904%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.118%, plus: +0.152%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.515%, plus: -0.281%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.119%, plus: +0.057%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.444%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.606%, plus: +2.606%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.086%, plus: +0.085%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.408%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.095%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.063%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.078%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.123%, plus: +0.125%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.018%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.334%, plus: -0.262%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.463%, plus: -0.131%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.221%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.656%, plus: -0.123%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.330%, plus: +0.614%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.872%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.685%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.030%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.296%, plus: +0.209%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.051%, plus: +0.375%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.686%, plus: +2.448%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.030%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.045%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.464%, plus: -1.464%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.539%, plus: +1.539%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.399%, plus: +0.410%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.060%, plus: +0.173%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.018%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.135%, plus: +0.882%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.070%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.020314e-01
+  - errors:
+    - {label: stat, symerror: +1.937%}
+    - asymerror: {minus: -0.170%, plus: +0.170%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.061%, plus: +6.061%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.031%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.336%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.413%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.027%, plus: +0.028%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.095%, plus: +0.099%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.712%, plus: +0.712%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.144%, plus: -0.225%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.298%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.652%, plus: +1.652%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.233%, plus: +0.095%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.006%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.003%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.050%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.037%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.128%, plus: -0.033%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.186%, plus: +0.070%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.244%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.060%, plus: -0.051%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.036%, plus: -0.109%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.150%, plus: +0.271%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.322%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.689%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.146%, plus: +0.183%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.046%, plus: -0.442%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.011%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.073%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.067%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.062%, plus: +1.062%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.519%, plus: +0.519%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.051%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.049%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.010%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.424818e-01
+  - errors:
+    - {label: stat, symerror: +1.364%}
+    - asymerror: {minus: +0.994%, plus: -0.994%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.106%, plus: +2.106%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.004%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.384%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.946%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.280%, plus: +0.284%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.008%, plus: +0.026%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.509%, plus: +0.509%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.064%, plus: +0.007%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.070%, plus: +1.070%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.065%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.025%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.026%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.101%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.062%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.057%, plus: -0.073%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.400%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.335%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.940%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.593%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.107%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.207%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.653%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.381%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.471%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.414%, plus: -2.550%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.029%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.027%, plus: +2.027%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.788%, plus: -0.788%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.248%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.302%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.069%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.016%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.255%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.033%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.103%, plus: +0.103%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.450148e+00
+  - errors:
+    - {label: stat, symerror: +1.545%}
+    - asymerror: {minus: -1.526%, plus: +1.526%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.031%, plus: +3.031%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.030%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.025%, plus: -0.142%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.193%, plus: -0.237%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.043%, plus: -0.295%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.385%, plus: +0.391%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.208%, plus: -0.206%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.592%, plus: +0.592%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.420%, plus: +0.086%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.060%, plus: -0.128%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.057%, plus: +1.057%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.180%, plus: -0.178%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.118%, plus: -0.153%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.050%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.006%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.018%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.011%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.045%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.151%, plus: +0.043%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.120%, plus: +0.070%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.329%, plus: +0.212%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.358%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.166%, plus: -0.202%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.432%, plus: -2.770%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.008%, plus: -0.124%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.163%, plus: +3.163%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.021%, plus: -2.021%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.373%, plus: -0.411%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.148%, plus: -0.124%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.048%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.010%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.079%, plus: -0.335%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.012%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.193%, plus: +0.193%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.573369e+00
+- header: {name: '1/SIG*DSIG/DDELTAPHI (PWG+PY8)', units: ' Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.005300e-02
+   - value: 2.349608e-01
+   - value: 4.000643e-01
+   - value: 7.283252e-01
+   - value: 1.481868e+00
+   - value: 1.658991e+00
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 2.14, low: 0.0}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.2, low: 3.05}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table454.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table454.yaml
new file mode 100644
index 0000000000..557d2f4615
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table454.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: '1/Rad$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.550000e-05}
+  - {value: 2.239000e-04}
+  - {value: 3.073000e-05}
+  - {value: -4.457000e-04}
+  - {value: -4.329000e-04}
+  - {value: -6.990000e-04}
+  - {value: 2.239000e-04}
+  - {value: 9.093000e-04}
+  - {value: 1.551000e-04}
+  - {value: -1.370000e-03}
+  - {value: -1.141000e-03}
+  - {value: -1.902000e-03}
+  - {value: 3.073000e-05}
+  - {value: 1.551000e-04}
+  - {value: 3.651000e-04}
+  - {value: -4.459000e-05}
+  - {value: -4.736000e-04}
+  - {value: -6.673000e-04}
+  - {value: -4.457000e-04}
+  - {value: -1.370000e-03}
+  - {value: -4.459000e-05}
+  - {value: 3.281000e-03}
+  - {value: 1.666000e-03}
+  - {value: 2.484000e-03}
+  - {value: -4.329000e-04}
+  - {value: -1.141000e-03}
+  - {value: -4.736000e-04}
+  - {value: 1.666000e-03}
+  - {value: 2.880000e-03}
+  - {value: 3.320000e-03}
+  - {value: -6.990000e-04}
+  - {value: -1.902000e-03}
+  - {value: -6.673000e-04}
+  - {value: 2.484000e-03}
+  - {value: 3.320000e-03}
+  - {value: 7.210000e-03}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table455.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table455.yaml
new file mode 100644
index 0000000000..2cf1a738c6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table455.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'DSIG/DDELTAPHI (breakdown of systematics)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.662%}
+    - asymerror: {minus: -2.407%, plus: +2.407%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +13.697%, plus: -13.697%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.086%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.285%, plus: +0.285%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.386%, plus: +0.386%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.057%, plus: -0.058%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.278%, plus: +0.376%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.560%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.237%, plus: -0.658%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.520%, plus: -1.513%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.274%, plus: +1.232%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.752%, plus: +0.752%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.754%, plus: -2.356%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.689%, plus: +0.996%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.558%, plus: +3.558%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.119%, plus: +1.124%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.432%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.717%, plus: +1.734%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.267%, plus: -0.266%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.048%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.049%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.035%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.501%, plus: -0.400%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.048%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.390%, plus: +0.480%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.169%, plus: +0.047%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.490%, plus: +0.157%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.481%, plus: +0.073%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.884%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.034%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.254%, plus: -0.306%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.221%, plus: -0.228%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.303%, plus: +3.813%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.262%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +12.833%, plus: -12.833%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.424%, plus: -6.424%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.046%, plus: +3.766%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.453%, plus: +0.453%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.097%, plus: +0.098%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.342%, plus: +0.342%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.307%, plus: +1.563%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.286%, plus: -0.285%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.095%, plus: -0.251%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.163%, plus: -0.305%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.234%, plus: +3.593%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.040%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.140%, plus: +0.140%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.179854e+01
+  - errors:
+    - {label: stat, symerror: +3.235%}
+    - asymerror: {minus: -1.884%, plus: +1.884%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +14.843%, plus: -14.843%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.291%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.268%, plus: +0.269%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.465%, plus: +0.467%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.275%, plus: +0.255%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.645%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.303%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.286%, plus: -1.279%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.275%, plus: +1.264%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.071%, plus: +1.071%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.209%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.927%, plus: -3.092%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.809%, plus: +0.617%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.712%, plus: +3.712%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.049%, plus: +1.053%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.478%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.765%, plus: +1.783%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.254%, plus: -0.254%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.076%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.078%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.378%, plus: -0.366%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.082%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.368%, plus: +0.671%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.540%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.120%, plus: +0.728%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.592%, plus: -0.360%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.649%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.002%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.371%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.410%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.510%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.779%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.369%, plus: +10.843%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.022%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.096%, plus: -0.307%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.746%, plus: -9.746%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.253%, plus: -5.253%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.575%, plus: +4.672%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.376%, plus: +0.377%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.313%, plus: +0.313%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.401%, plus: +1.847%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.357%, plus: -0.356%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.173%, plus: -0.157%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.047%, plus: -0.119%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.239%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.811%, plus: +4.717%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.004%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.286%, plus: +0.286%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.203601e+02
+  - errors:
+    - {label: stat, symerror: +2.715%}
+    - asymerror: {minus: -3.886%, plus: +3.886%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.414%, plus: -6.414%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.135%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.249%, plus: +0.249%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.488%, plus: +0.490%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.106%, plus: -0.106%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.274%, plus: +0.298%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.590%, plus: +0.066%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.215%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.046%, plus: -1.040%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.314%, plus: +1.256%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.921%, plus: +0.921%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.258%, plus: +0.262%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.241%, plus: -3.043%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.831%, plus: +0.314%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.667%, plus: +2.667%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.965%, plus: +0.969%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.509%, plus: +0.050%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.768%, plus: +1.785%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.233%, plus: -0.233%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.056%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.095%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.010%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.008%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.374%, plus: -0.314%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.039%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.515%, plus: +0.521%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.180%, plus: -0.490%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.228%, plus: -0.040%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.285%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.743%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.797%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.904%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.467%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.283%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.541%, plus: +3.450%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.030%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.211%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.038%, plus: -8.038%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.566%, plus: -6.566%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.565%, plus: +3.699%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.395%, plus: +0.396%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.345%, plus: +0.345%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.362%, plus: +1.443%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.394%, plus: -0.393%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.151%, plus: -0.232%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.686%, plus: +4.445%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.036%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.385%, plus: +0.385%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.435595e+02
+  - errors:
+    - {label: stat, symerror: +2.003%}
+    - asymerror: {minus: -3.323%, plus: +3.323%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.209%, plus: +0.209%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.116%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.254%, plus: +0.254%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.455%, plus: +0.456%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.156%, plus: +0.327%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.524%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.094%, plus: -0.712%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.781%, plus: -0.775%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.274%, plus: +1.256%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.743%, plus: +0.743%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.170%, plus: +0.097%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.859%, plus: -2.988%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.076%, plus: -0.152%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.453%, plus: +0.763%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.623%, plus: +1.623%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.889%, plus: +0.892%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.335%, plus: +0.258%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.786%, plus: +1.802%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.216%, plus: -0.216%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.059%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.107%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.070%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.001%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.246%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.044%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.265%, plus: +0.362%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.742%, plus: +0.024%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.603%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.922%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.844%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.563%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.306%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.326%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.070%, plus: -1.095%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.152%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.073%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.681%, plus: -5.681%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.505%, plus: -7.505%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.289%, plus: +2.985%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.323%, plus: +0.324%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.400%, plus: +0.400%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.225%, plus: +1.313%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.436%, plus: -0.435%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.067%, plus: -0.017%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.050%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.084%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.603%, plus: +3.410%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.044%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.477%, plus: +0.478%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.344945e+02
+  - errors:
+    - {label: stat, symerror: +1.475%}
+    - asymerror: {minus: -2.123%, plus: +2.123%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.528%, plus: -3.528%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.143%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.315%, plus: +0.316%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.465%, plus: +0.466%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.146%, plus: -0.146%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.233%, plus: +0.203%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.653%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.055%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.526%, plus: -0.520%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.188%, plus: +1.183%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.579%, plus: +0.579%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.204%, plus: +0.116%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.508%, plus: -2.812%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.109%, plus: -0.165%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.917%, plus: +0.672%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.922%, plus: +0.922%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.815%, plus: +0.818%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.155%, plus: +0.036%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.819%, plus: +1.835%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.206%, plus: -0.206%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.083%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.085%, plus: -0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.086%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.015%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.195%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.142%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.336%, plus: +0.323%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.956%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.693%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.912%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.468%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.009%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.698%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.723%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.146%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.888%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.124%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.596%, plus: -1.597%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.047%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.137%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.780%, plus: -4.780%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.708%, plus: -8.708%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.303%, plus: +3.019%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.328%, plus: +0.329%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.453%, plus: +0.453%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.436%, plus: +0.962%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.489%, plus: -0.488%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.043%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.117%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.696%, plus: +3.268%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.067%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.571%, plus: +0.573%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.239237e+03
+  - errors:
+    - {label: stat, symerror: +1.628%}
+    - asymerror: {minus: -4.722%, plus: +4.722%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.653%, plus: -2.653%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.177%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.364%, plus: +0.365%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.457%, plus: +0.458%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.158%, plus: -0.158%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.204%, plus: +0.095%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.104%, plus: -1.412%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.420%, plus: -0.414%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.974%, plus: +0.949%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.658%, plus: +0.658%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.244%, plus: +0.080%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.280%, plus: -2.686%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.178%, plus: -0.234%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.743%, plus: +0.899%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.830%, plus: +0.830%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.701%, plus: +0.703%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.843%, plus: +1.860%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.205%, plus: -0.205%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.046%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.105%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.084%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.056%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.242%, plus: -0.385%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.074%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.493%, plus: +0.314%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.000%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.708%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.206%, plus: +0.050%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.610%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.969%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.781%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.418%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.182%, plus: -0.710%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.710%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.625%, plus: -1.818%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.073%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.174%, plus: -0.284%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.720%, plus: -3.720%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.842%, plus: -9.842%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.817%, plus: +2.851%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.320%, plus: +0.321%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.485%, plus: +0.485%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.157%, plus: +1.142%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.521%, plus: -0.519%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.043%, plus: -0.082%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.109%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.123%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.480%, plus: +3.185%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.661%, plus: +0.663%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.344537e+03
+- header: {name: 'DSIG/DDELTAPHI (PWG+PY8)', units: 'pb Rad$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.676602e+01
+   - value: 1.959626e+02
+   - value: 3.336627e+02
+   - value: 6.074397e+02
+   - value: 1.235912e+03
+   - value: 1.383636e+03
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad'}
+  values:
+  - {high: 2.14, low: 0.0}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.2, low: 3.05}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table456.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table456.yaml
new file mode 100644
index 0000000000..3307938aa3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table456.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/Rad$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.753000e+02}
+  - {value: 1.079000e+03}
+  - {value: 1.238000e+03}
+  - {value: 1.569000e+03}
+  - {value: 3.875000e+03}
+  - {value: 4.001000e+03}
+  - {value: 1.079000e+03}
+  - {value: 3.404000e+03}
+  - {value: 3.722000e+03}
+  - {value: 4.571000e+03}
+  - {value: 1.159000e+04}
+  - {value: 1.197000e+04}
+  - {value: 1.238000e+03}
+  - {value: 3.722000e+03}
+  - {value: 4.762000e+03}
+  - {value: 6.390000e+03}
+  - {value: 1.490000e+04}
+  - {value: 1.581000e+04}
+  - {value: 1.569000e+03}
+  - {value: 4.571000e+03}
+  - {value: 6.390000e+03}
+  - {value: 1.050000e+04}
+  - {value: 2.253000e+04}
+  - {value: 2.440000e+04}
+  - {value: 3.875000e+03}
+  - {value: 1.159000e+04}
+  - {value: 1.490000e+04}
+  - {value: 2.253000e+04}
+  - {value: 5.355000e+04}
+  - {value: 5.727000e+04}
+  - {value: 4.001000e+03}
+  - {value: 1.197000e+04}
+  - {value: 1.581000e+04}
+  - {value: 2.440000e+04}
+  - {value: 5.727000e+04}
+  - {value: 6.375000e+04}
+independent_variables:
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+  - {high: 3.20, low: 3.05}
+- header: {name: 'DELTAPHI', units: 'Rad' }
+  values:
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
+  - {high: 2.14, low: 0.00}
+  - {high: 2.43, low: 2.14}
+  - {high: 2.66, low: 2.43}
+  - {high: 2.87, low: 2.66}
+  - {high: 3.05, low: 2.87}
+  - {high: 3.20, low: 3.05}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table457.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table457.yaml
new file mode 100644
index 0000000000..3bc2ef8445
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table457.yaml
@@ -0,0 +1,1124 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DT2_PT (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +0.954%}
+    - asymerror: {minus: +0.858%, plus: -0.858%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.590%, plus: -0.590%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.031%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.641%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.227%, plus: -0.234%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.282%, plus: +0.282%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.243%, plus: -0.152%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.043%, plus: +0.309%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.775%, plus: +1.775%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.122%, plus: -0.122%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.007%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.052%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.017%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.079%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.008%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.058%, plus: +0.161%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.576%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.520%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.626%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.412%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.400%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.679%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.531%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.610%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.080%, plus: +0.288%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.039%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.122%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.065%, plus: +3.065%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.703%, plus: +0.703%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.175%, plus: +0.510%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.024%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.068%, plus: +0.368%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.046%, plus: -0.018%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.126%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.153%, plus: +0.352%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.691802e-03
+  - errors:
+    - {label: stat, symerror: +1.987%}
+    - asymerror: {minus: -0.376%, plus: +0.376%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.428%, plus: -3.428%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.072%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.049%, plus: -0.113%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.169%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.015%, plus: -0.016%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.051%, plus: +0.047%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.609%, plus: +0.609%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.302%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.435%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.092%, plus: -0.680%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.370%, plus: +3.370%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.161%, plus: +0.160%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.235%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.000%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.016%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.131%, plus: -0.215%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.069%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.041%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.215%, plus: -0.195%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.011%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.101%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.975%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.880%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.664%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.843%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.094%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.011%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.897%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.043%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.817%, plus: +0.696%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.046%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.204%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.122%, plus: -4.122%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.936%, plus: +0.936%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.639%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.028%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.154%, plus: +0.154%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.175%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.031%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.134%, plus: +0.066%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.248%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.095%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.660%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.056%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.976600e-03
+  - errors:
+    - {label: stat, symerror: +2.696%}
+    - asymerror: {minus: -2.176%, plus: +2.176%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.619%, plus: +2.619%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.058%, plus: -0.059%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.088%, plus: -0.088%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.170%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.579%, plus: +0.597%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.048%, plus: +0.044%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.869%, plus: +0.869%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.393%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.212%, plus: +0.833%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.023%, plus: -0.505%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.853%, plus: +3.853%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.363%, plus: +0.363%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.595%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.058%, plus: +0.054%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.293%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.201%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.347%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.106%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.310%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.795%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.645%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.750%, plus: +0.066%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.467%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.262%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.759%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.948%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.996%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.086%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.001%, plus: -0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.136%, plus: -0.254%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.249%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.813%, plus: -8.813%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.027%, plus: -2.027%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.986%, plus: -0.630%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.238%, plus: +0.238%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.229%, plus: -1.073%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.027%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.816%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.036134e-03
+  - errors:
+    - {label: stat, symerror: +2.894%}
+    - asymerror: {minus: -2.670%, plus: +2.670%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.880%, plus: +6.880%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.104%, plus: +0.103%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.029%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.499%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.293%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.034%, plus: +1.066%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.062%, plus: -0.045%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.959%, plus: +0.959%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.336%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.987%, plus: +0.855%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.414%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.036%, plus: -0.367%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.142%, plus: +3.142%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.329%, plus: +0.330%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.535%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.123%, plus: +0.118%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.111%, plus: -0.111%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.033%, plus: -0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.143%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.289%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.027%, plus: -0.244%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.442%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.363%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.351%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.835%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.877%, plus: +0.295%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.695%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.473%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.147%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.971%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.133%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.538%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.283%, plus: -3.589%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.194%, plus: -0.351%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.041%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.332%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.539%, plus: -7.539%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.095%, plus: -4.095%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.026%, plus: -1.500%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.161%, plus: +0.161%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.440%, plus: -1.177%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.186%, plus: -1.030%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.079%, plus: -0.130%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.277%, plus: +0.277%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.862979e-04
+  - errors:
+    - {label: stat, symerror: +2.925%}
+    - asymerror: {minus: -2.048%, plus: +2.048%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -11.379%, plus: +11.379%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.199%, plus: +0.199%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.122%, plus: -0.122%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.022%, plus: -0.571%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.603%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.226%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.267%, plus: +1.307%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.244%, plus: -0.230%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.985%, plus: +0.985%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.344%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.719%, plus: +1.695%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.372%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.125%, plus: -0.469%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.679%, plus: +2.679%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.219%, plus: +0.219%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.585%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.088%, plus: +0.083%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.209%, plus: +0.209%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.118%, plus: -0.117%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.550%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.037%, plus: -0.673%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.274%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.376%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.671%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.180%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.147%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.992%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.684%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.142%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.436%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.445%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.079%, plus: -5.891%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.061%, plus: -0.325%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.007%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.350%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.975%, plus: -4.975%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.590%, plus: -6.590%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.102%, plus: -2.464%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.105%, plus: +0.106%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.756%, plus: -1.579%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.282%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.454%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.920%, plus: -1.690%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.440%, plus: +0.440%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.760137e-04
+  - errors:
+    - {label: stat, symerror: +3.115%}
+    - asymerror: {minus: -5.068%, plus: +5.068%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.122%, plus: +10.122%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.015%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.399%, plus: +0.399%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.088%, plus: -0.088%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.068%, plus: -0.332%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.620%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.496%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.394%, plus: +1.437%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.418%, plus: -0.401%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.081%, plus: +1.081%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.569%, plus: +1.619%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.295%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.462%, plus: -0.502%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.580%, plus: +2.580%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.101%, plus: +0.102%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.344%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.015%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.313%, plus: +0.314%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.094%, plus: -0.094%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.060%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.268%, plus: +0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.272%, plus: -0.467%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.229%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.045%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.559%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.395%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.079%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.802%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.486%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.301%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.047%, plus: -1.155%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.404%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.633%, plus: -5.944%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.985%, plus: -2.985%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.184%, plus: -5.184%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.851%, plus: -2.358%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.158%, plus: +0.159%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.817%, plus: -1.414%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.273%, plus: -0.274%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.169%, plus: +0.027%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.289%, plus: +0.226%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.965%, plus: -1.670%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.573%, plus: +0.574%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.625465e-04
+  - errors:
+    - {label: stat, symerror: +3.661%}
+    - asymerror: {minus: -8.107%, plus: +8.107%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -14.755%, plus: +14.755%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.244%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.603%, plus: +0.605%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.051%, plus: -0.373%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.839%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.473%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.414%, plus: +1.456%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.572%, plus: -0.559%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.266%, plus: +1.266%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.612%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.462%, plus: +1.204%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.440%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.487%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.837%, plus: +2.837%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.062%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.483%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.186%, plus: -0.185%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.409%, plus: +0.411%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.048%, plus: -0.548%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.532%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.273%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.928%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.832%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.872%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.365%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.314%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.698%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.103%, plus: -8.361%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.672%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.127%, plus: -0.621%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.164%, plus: -2.164%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.359%, plus: -7.359%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.660%, plus: -2.459%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.148%, plus: +0.149%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.153%, plus: -0.153%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.673%, plus: -1.485%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.597%, plus: -0.598%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.144%, plus: +0.118%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.391%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.702%, plus: +0.395%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.273%, plus: -0.706%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.664%, plus: +0.665%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.446423e-05
+  - errors:
+    - {label: stat, symerror: +5.448%}
+    - asymerror: {minus: -12.622%, plus: +12.622%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.487%, plus: +8.487%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.165%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.712%, plus: +0.713%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.116%, plus: +0.115%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.419%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.445%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.445%, plus: +1.487%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.668%, plus: -0.667%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.454%, plus: +1.454%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.480%, plus: +0.539%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.594%, plus: +1.318%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.309%, plus: -0.799%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.064%, plus: +3.064%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.325%, plus: -0.320%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.466%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.600%, plus: -0.590%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.524%, plus: +0.527%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.354%, plus: +0.355%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.225%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.242%, plus: -0.224%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.386%, plus: +0.298%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.072%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.060%, plus: -0.061%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.061%, plus: -0.479%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.829%, plus: +0.218%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.091%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.119%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.370%, plus: +0.005%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.652%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.290%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.219%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.608%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.094%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.984%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.270%, plus: -6.237%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.570%, plus: +0.853%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.252%, plus: -0.383%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.839%, plus: -0.839%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.702%, plus: -8.702%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.428%, plus: -2.291%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.249%, plus: +0.250%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.199%, plus: -0.199%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.796%, plus: -1.504%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.337%, plus: -1.332%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.253%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.048%, plus: -0.240%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.686%, plus: +0.505%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.376%, plus: +0.634%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.690%, plus: +0.691%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.264563e-06
+- header: {name: '1/SIG*DSIG/DT2_PT (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.657389e-03
+   - value: 3.911583e-03
+   - value: 1.997903e-03
+   - value: 9.530448e-04
+   - value: 4.329457e-04
+   - value: 1.873340e-04
+   - value: 7.470709e-05
+   - value: 1.154646e-05
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 115.0, low: 0.0}
+  - {high: 160.0, low: 115.0}
+  - {high: 205.0, low: 160.0}
+  - {high: 250.0, low: 205.0}
+  - {high: 300.0, low: 250.0}
+  - {high: 355.0, low: 300.0}
+  - {high: 425.0, low: 355.0}
+  - {high: 720.0, low: 425.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table458.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table458.yaml
new file mode 100644
index 0000000000..119a0e1dfc
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table458.yaml
@@ -0,0 +1,202 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: '1/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.991000e-08}
+  - {value: -4.302000e-08}
+  - {value: -4.986000e-08}
+  - {value: -2.101000e-08}
+  - {value: -7.667000e-09}
+  - {value: -2.555000e-09}
+  - {value: -9.394000e-10}
+  - {value: -8.697000e-11}
+  - {value: -4.302000e-08}
+  - {value: 7.617000e-08}
+  - {value: 3.286000e-08}
+  - {value: 6.134000e-09}
+  - {value: -1.706000e-09}
+  - {value: -1.047000e-09}
+  - {value: -9.173000e-10}
+  - {value: -9.576000e-11}
+  - {value: -4.986000e-08}
+  - {value: 3.286000e-08}
+  - {value: 5.442000e-08}
+  - {value: 2.362000e-08}
+  - {value: 9.102000e-09}
+  - {value: 3.104000e-09}
+  - {value: 1.216000e-09}
+  - {value: 1.071000e-10}
+  - {value: -2.101000e-08}
+  - {value: 6.134000e-09}
+  - {value: 2.362000e-08}
+  - {value: 1.289000e-08}
+  - {value: 5.844000e-09}
+  - {value: 2.079000e-09}
+  - {value: 9.281000e-10}
+  - {value: 8.657000e-11}
+  - {value: -7.667000e-09}
+  - {value: -1.706000e-09}
+  - {value: 9.102000e-09}
+  - {value: 5.844000e-09}
+  - {value: 3.263000e-09}
+  - {value: 1.195000e-09}
+  - {value: 5.704000e-10}
+  - {value: 5.787000e-11}
+  - {value: -2.555000e-09}
+  - {value: -1.047000e-09}
+  - {value: 3.104000e-09}
+  - {value: 2.079000e-09}
+  - {value: 1.195000e-09}
+  - {value: 4.751000e-10}
+  - {value: 2.192000e-10}
+  - {value: 2.208000e-11}
+  - {value: -9.394000e-10}
+  - {value: -9.173000e-10}
+  - {value: 1.216000e-09}
+  - {value: 9.281000e-10}
+  - {value: 5.704000e-10}
+  - {value: 2.192000e-10}
+  - {value: 1.213000e-10}
+  - {value: 1.270000e-11}
+  - {value: -8.697000e-11}
+  - {value: -9.576000e-11}
+  - {value: 1.071000e-10}
+  - {value: 8.657000e-11}
+  - {value: 5.787000e-11}
+  - {value: 2.208000e-11}
+  - {value: 1.270000e-11}
+  - {value: 2.034000e-12}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table459.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table459.yaml
new file mode 100644
index 0000000000..e4fc97896b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table459.yaml
@@ -0,0 +1,1124 @@
+dependent_variables:
+- header: {name: 'DSIG/DT2_PT (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.812%}
+    - asymerror: {minus: +0.264%, plus: -0.264%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.229%, plus: -12.229%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.085%, plus: +0.431%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.481%, plus: +0.483%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.190%, plus: +0.604%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.451%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.631%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.912%, plus: -1.903%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.295%, plus: +1.268%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.817%, plus: +0.817%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.390%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.729%, plus: -3.685%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.390%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.865%, plus: +1.505%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.290%, plus: +5.290%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.544%, plus: +0.542%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.574%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.753%, plus: +1.772%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.401%, plus: -0.400%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.017%, plus: +0.335%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.275%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.019%, plus: +0.394%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.612%, plus: -0.404%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.067%, plus: +0.392%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.482%, plus: +0.950%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.035%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.142%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.336%, plus: -0.005%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.494%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.557%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.910%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.007%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.107%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.619%, plus: +7.674%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.073%, plus: +0.312%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.227%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.489%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.822%, plus: +4.822%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.406%, plus: -2.406%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.303%, plus: +5.151%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.252%, plus: +0.253%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.419%, plus: +0.419%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.739%, plus: +2.667%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.305%, plus: -0.305%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.204%, plus: -0.099%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.374%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.451%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.396%, plus: +4.635%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.020%, plus: +0.145%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.173%, plus: +0.172%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.949213e+00
+  - errors:
+    - {label: stat, symerror: +2.160%}
+    - asymerror: {minus: -0.978%, plus: +0.978%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +14.735%, plus: -14.735%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.014%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.110%, plus: +0.110%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.426%, plus: +0.427%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.142%, plus: +0.389%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.237%, plus: +0.060%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.087%, plus: -1.179%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.696%, plus: -1.687%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.339%, plus: +1.309%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.713%, plus: +0.713%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.256%, plus: +0.167%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.279%, plus: -3.958%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.201%, plus: -0.030%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.731%, plus: +0.504%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.226%, plus: +3.226%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.824%, plus: +0.826%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.308%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.732%, plus: +1.750%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.363%, plus: -0.362%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.023%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.462%, plus: -0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.018%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.210%, plus: +0.591%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.649%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.022%, plus: -0.362%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.511%, plus: +0.177%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.739%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.750%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.623%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.029%, plus: -0.427%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.093%, plus: -0.555%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.337%, plus: +8.112%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.012%, plus: -0.124%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.488%, plus: -2.488%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.180%, plus: -2.180%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.681%, plus: +3.949%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.304%, plus: +0.302%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.660%, plus: +0.660%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.816%, plus: +2.112%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.286%, plus: -0.286%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.024%, plus: -0.016%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.001%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.273%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.665%, plus: +3.581%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.072%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.163%, plus: +0.163%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.457787e+00
+  - errors:
+    - {label: stat, symerror: +1.817%}
+    - asymerror: {minus: -2.788%, plus: +2.788%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.396%, plus: -9.396%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.183%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.166%, plus: +0.166%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.406%, plus: +0.406%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.146%, plus: -0.146%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.305%, plus: +0.323%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.121%, plus: +0.183%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.143%, plus: -1.181%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.092%, plus: -1.085%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.336%, plus: +1.306%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.674%, plus: +0.674%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.347%, plus: +0.112%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.258%, plus: -2.734%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.033%, plus: -0.143%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.799%, plus: +0.681%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.699%, plus: +1.699%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.026%, plus: +1.031%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.365%, plus: +0.373%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.816%, plus: +1.833%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.310%, plus: -0.310%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.021%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.425%, plus: -0.336%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.074%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.469%, plus: +0.475%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.825%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.825%, plus: +0.006%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.474%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.479%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.508%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.207%, plus: +8.531%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.001%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.102%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.117%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.259%, plus: -7.259%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.052%, plus: -5.052%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.190%, plus: +3.959%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.298%, plus: +0.298%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.744%, plus: +0.744%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.446%, plus: +1.193%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.307%, plus: -0.306%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.150%, plus: -0.054%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.241%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.468%, plus: +4.117%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.047%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.294%, plus: +0.294%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.770487e+00
+  - errors:
+    - {label: stat, symerror: +1.855%}
+    - asymerror: {minus: -3.285%, plus: +3.285%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.634%, plus: -5.634%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.103%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.227%, plus: +0.227%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.434%, plus: +0.435%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.182%, plus: -0.182%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.200%, plus: +0.227%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.023%, plus: -1.304%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.630%, plus: -0.624%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.227%, plus: +1.216%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.693%, plus: +0.693%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.456%, plus: -2.713%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.121%, plus: -0.193%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.786%, plus: +0.821%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.158%, plus: +1.158%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.992%, plus: +0.997%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.880%, plus: +1.898%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.246%, plus: -0.246%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.106%, plus: -0.106%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.072%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.019%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.035%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.242%, plus: -0.290%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.032%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.425%, plus: +0.342%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.912%, plus: +0.011%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.741%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.470%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.952%, plus: +0.234%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.602%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.682%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.509%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.582%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.664%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.061%, plus: -1.053%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.291%, plus: +3.512%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.160%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.032%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.033%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.962%, plus: -5.962%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.056%, plus: -7.056%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.151%, plus: +3.048%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.345%, plus: +0.346%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.666%, plus: +0.666%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.239%, plus: +1.087%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.358%, plus: -0.357%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.141%, plus: -0.174%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.222%, plus: -0.247%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.113%, plus: +3.195%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.049%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.495%, plus: +0.496%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.706657e-01
+  - errors:
+    - {label: stat, symerror: +1.965%}
+    - asymerror: {minus: -2.660%, plus: +2.660%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.661%, plus: -1.661%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.322%, plus: +0.322%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.469%, plus: +0.470%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.180%, plus: -0.179%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.304%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.392%, plus: -0.387%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.048%, plus: +1.029%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.741%, plus: +0.741%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.028%, plus: -0.049%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.698%, plus: -1.903%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.698%, plus: +0.718%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.832%, plus: +0.832%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.882%, plus: +0.885%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.845%, plus: +1.862%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.157%, plus: -0.157%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.072%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.243%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.268%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.387%, plus: +0.109%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.823%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.766%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.305%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.256%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.055%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.195%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.038%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.754%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.060%, plus: -0.969%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.958%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.515%, plus: +1.040%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.028%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.015%, plus: -0.174%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.355%, plus: -3.355%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.474%, plus: -9.474%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.119%, plus: +2.040%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.381%, plus: +0.382%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.589%, plus: +0.589%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.928%, plus: +0.676%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.431%, plus: -0.430%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.031%, plus: -0.094%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.411%, plus: +2.506%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.658%, plus: +0.660%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.269565e-01
+  - errors:
+    - {label: stat, symerror: +2.292%}
+    - asymerror: {minus: -5.698%, plus: +5.698%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.772%, plus: -2.772%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.071%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.521%, plus: +0.523%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.526%, plus: +0.528%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.146%, plus: -0.145%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.123%, plus: +0.168%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.600%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.042%, plus: -1.507%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.263%, plus: -0.260%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.876%, plus: +0.855%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.886%, plus: +0.886%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.218%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.853%, plus: -1.976%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.202%, plus: -0.074%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.364%, plus: +0.685%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.624%, plus: +0.624%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.765%, plus: +0.768%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.161%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.745%, plus: +1.760%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.052%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.075%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.071%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.263%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.079%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.154%, plus: +0.316%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.778%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.562%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.470%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.049%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.007%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.842%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.913%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.204%, plus: -0.687%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.917%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.983%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.089%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.277%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.332%, plus: -1.332%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.112%, plus: -8.112%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.360%, plus: +2.151%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.434%, plus: +0.435%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.452%, plus: +0.452%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.869%, plus: +0.844%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.591%, plus: -0.590%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.186%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.325%, plus: +2.528%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.791%, plus: +0.794%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.413397e-01
+  - errors:
+    - {label: stat, symerror: +2.996%}
+    - asymerror: {minus: -8.755%, plus: +8.755%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.319%, plus: +1.319%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.330%, plus: +0.261%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.726%, plus: +0.729%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.554%, plus: +0.556%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.140%, plus: +0.127%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.820%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.483%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.243%, plus: -0.241%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.724%, plus: +0.695%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.107%, plus: +1.107%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.566%, plus: +0.139%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.965%, plus: -2.377%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.200%, plus: -0.219%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.932%, plus: +0.700%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.557%, plus: +0.557%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.603%, plus: +0.605%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.253%, plus: +0.025%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.577%, plus: +1.589%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.102%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.070%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.215%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.073%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.253%, plus: -0.375%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.077%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.377%, plus: +0.235%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.082%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.663%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.563%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.076%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.802%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.077%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.977%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.847%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.213%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.432%, plus: -1.612%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.014%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.705%, plus: +0.428%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.107%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.494%, plus: -0.717%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.496%, plus: -0.496%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.219%, plus: -10.219%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.543%, plus: +2.046%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.424%, plus: +0.425%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.351%, plus: +0.351%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.010%, plus: +0.771%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.917%, plus: -0.914%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.240%, plus: -0.386%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.336%, plus: +0.273%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.988%, plus: +3.533%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.101%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.881%, plus: +0.885%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.605381e-02
+  - errors:
+    - {label: stat, symerror: +5.053%}
+    - asymerror: {minus: -13.297%, plus: +13.297%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.215%, plus: -4.215%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.251%, plus: +0.342%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.834%, plus: +0.838%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.579%, plus: +0.581%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.222%, plus: +0.179%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.212%, plus: -0.210%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.629%, plus: +0.586%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.327%, plus: +1.327%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.434%, plus: +0.837%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.863%, plus: -2.267%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.516%, plus: +0.384%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.461%, plus: +0.461%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.342%, plus: +0.343%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.236%, plus: +0.057%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.170%, plus: +1.177%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.160%, plus: +0.160%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.164%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.133%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.228%, plus: +0.336%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.351%, plus: -0.203%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.144%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.131%, plus: +0.295%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.364%, plus: +0.305%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.376%, plus: +0.276%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.017%, plus: -0.480%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.751%, plus: +0.103%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.446%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.622%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.514%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.593%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.218%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.043%, plus: -0.625%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.496%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.669%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.603%, plus: +1.025%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.014%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.619%, plus: -0.479%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.852%, plus: +0.852%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.521%, plus: -11.521%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.807%, plus: +2.221%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.525%, plus: +0.527%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.304%, plus: +0.304%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.889%, plus: +0.753%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.659%, plus: -1.645%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.296%, plus: -0.235%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.320%, plus: +0.382%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.610%, plus: +4.930%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.907%, plus: +0.911%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.055848e-03
+- header: {name: 'DSIG/DT2_PT (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.714197e+00
+   - value: 3.259449e+00
+   - value: 1.664816e+00
+   - value: 7.941545e-01
+   - value: 3.607656e-01
+   - value: 1.561019e-01
+   - value: 6.225202e-02
+   - value: 9.621453e-03
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 115.0, low: 0.0}
+  - {high: 160.0, low: 115.0}
+  - {high: 205.0, low: 160.0}
+  - {high: 250.0, low: 205.0}
+  - {high: 300.0, low: 250.0}
+  - {high: 355.0, low: 300.0}
+  - {high: 425.0, low: 355.0}
+  - {high: 720.0, low: 425.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table46.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table46.yaml
new file mode 100644
index 0000000000..67ec965bef
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table46.yaml
@@ -0,0 +1,1402 @@
+dependent_variables:
+- header: {name: 'DSIG/DABSPCROSS (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.974%}
+    - asymerror: {minus: -2.109%, plus: +2.109%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.667%, plus: -2.667%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.262%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.484%, plus: +0.486%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.370%, plus: +0.370%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.095%, plus: -0.095%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.284%, plus: +0.237%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.464%, plus: +0.016%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.041%, plus: -1.103%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.635%, plus: -0.631%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.119%, plus: +1.089%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.444%, plus: +1.444%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.979%, plus: -1.372%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.326%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.056%, plus: +0.859%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.099%, plus: +2.099%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.299%, plus: +1.307%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.695%, plus: +0.165%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.904%, plus: +1.923%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.244%, plus: -0.244%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.182%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.051%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.190%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.275%, plus: -0.411%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.205%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.549%, plus: +0.428%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.029%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.505%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.492%, plus: +0.127%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.732%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.626%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.017%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.747%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.087%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.235%, plus: -0.021%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.034%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.283%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.148%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.213%, plus: -0.339%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +11.990%, plus: -11.990%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.257%, plus: +6.257%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.295%, plus: +2.675%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.393%, plus: +0.393%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.892%, plus: +0.866%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.427%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.095%, plus: -0.002%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.097%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.065%, plus: -0.163%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.621%, plus: +2.897%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.160%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.303%, plus: +0.304%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.801479e+00
+  - errors:
+    - {label: stat, symerror: +2.888%}
+    - asymerror: {minus: -3.636%, plus: +3.636%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.942%, plus: +2.942%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.180%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.486%, plus: +0.488%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.432%, plus: +0.433%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.237%, plus: +0.169%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.704%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.022%, plus: -1.368%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.594%, plus: -0.590%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.099%, plus: +1.098%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.079%, plus: +1.079%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.338%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.657%, plus: -2.130%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.050%, plus: +0.768%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.656%, plus: +1.656%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.165%, plus: +1.172%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.362%, plus: +0.179%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.952%, plus: +1.971%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.253%, plus: -0.252%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.026%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.124%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.257%, plus: -0.364%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.169%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.427%, plus: +0.301%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.612%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.898%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.468%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.910%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.697%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.483%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.156%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.922%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.726%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.445%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.023%, plus: -0.264%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.507%, plus: -7.507%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.493%, plus: +10.493%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.801%, plus: +2.232%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.483%, plus: +0.485%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.490%, plus: +0.565%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.432%, plus: -0.431%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.103%, plus: -0.185%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.043%, plus: -0.263%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.085%, plus: +2.671%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.387%, plus: +0.388%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.657458e+00
+  - errors:
+    - {label: stat, symerror: +2.695%}
+    - asymerror: {minus: -2.527%, plus: +2.527%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.681%, plus: +1.681%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.127%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.461%, plus: +0.463%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.413%, plus: +0.414%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.109%, plus: +0.096%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.185%, plus: +0.446%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.093%, plus: -0.233%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.621%, plus: -0.615%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.122%, plus: +1.060%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.998%, plus: +0.998%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.091%, plus: +0.061%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.103%, plus: -2.464%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.178%, plus: -0.205%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.752%, plus: +0.901%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.604%, plus: +1.604%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.100%, plus: +1.105%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.341%, plus: -0.032%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.896%, plus: +1.915%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.238%, plus: -0.237%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.041%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.199%, plus: -0.236%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.036%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.333%, plus: +0.210%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.162%, plus: +0.012%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.297%, plus: +0.042%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.469%, plus: +0.032%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.306%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.726%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.061%, plus: +0.148%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.229%, plus: -0.218%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.211%, plus: +0.072%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.022%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.084%, plus: -0.243%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.522%, plus: -4.522%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.991%, plus: +6.991%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.472%, plus: +3.179%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.352%, plus: +0.352%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.285%, plus: +1.580%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.436%, plus: -0.435%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.372%, plus: -0.074%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.789%, plus: +3.671%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.405%, plus: +0.406%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.777826e+00
+  - errors:
+    - {label: stat, symerror: +2.236%}
+    - asymerror: {minus: -2.550%, plus: +2.550%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.650%, plus: +1.650%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.101%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.400%, plus: +0.401%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.440%, plus: +0.441%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.198%, plus: +0.069%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.189%, plus: -1.297%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.641%, plus: -0.635%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.135%, plus: +1.123%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.842%, plus: +0.842%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.052%, plus: +0.195%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.332%, plus: -2.017%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.306%, plus: -0.202%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.620%, plus: +0.907%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.494%, plus: +1.494%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.982%, plus: +0.986%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.222%, plus: -0.038%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.882%, plus: +1.900%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.242%, plus: -0.241%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.097%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.135%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.058%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.164%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.092%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.247%, plus: +0.361%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.005%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.407%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.102%, plus: +0.074%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.706%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.591%, plus: +0.228%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.348%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.975%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.449%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.306%, plus: -0.389%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.576%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.671%, plus: -1.717%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.037%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.194%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.842%, plus: -5.842%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.813%, plus: +8.813%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.201%, plus: +2.762%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.397%, plus: +0.398%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.016%, plus: +1.061%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.436%, plus: -0.435%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.230%, plus: -0.438%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.036%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.169%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.800%, plus: +3.053%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.005%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.450%, plus: +0.451%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.100986e+00
+  - errors:
+    - {label: stat, symerror: +2.382%}
+    - asymerror: {minus: -0.748%, plus: +0.748%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.043%, plus: +8.043%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.361%, plus: +0.361%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.460%, plus: +0.461%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.268%, plus: +0.069%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.835%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.767%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.656%, plus: -0.650%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.169%, plus: +1.156%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.911%, plus: +0.911%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.152%, plus: +0.098%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.937%, plus: -2.566%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.258%, plus: +0.106%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.602%, plus: +0.476%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.750%, plus: +1.750%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.897%, plus: +0.899%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.537%, plus: +0.597%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.837%, plus: +1.854%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.225%, plus: -0.224%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.051%, plus: -0.320%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.293%, plus: +0.212%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.513%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.369%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.123%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.470%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.501%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.039%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -4.270%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.007%, plus: -1.500%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.357%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.969%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.014%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.026%, plus: -0.210%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.287%, plus: -5.287%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.507%, plus: +9.507%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.676%, plus: +2.627%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.362%, plus: +0.363%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.331%, plus: +1.110%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.451%, plus: -0.450%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.125%, plus: +0.141%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.123%, plus: -0.217%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.419%, plus: +2.930%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.496%, plus: +0.498%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.303458e+00
+  - errors:
+    - {label: stat, symerror: +2.451%}
+    - asymerror: {minus: -4.088%, plus: +4.088%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.284%, plus: +4.284%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.124%, plus: +0.255%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.311%, plus: +0.311%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.485%, plus: +0.486%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.262%, plus: +0.478%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.347%, plus: +0.006%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.061%, plus: -1.158%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.753%, plus: -0.746%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.202%, plus: +1.167%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.917%, plus: +0.917%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.025%, plus: -2.603%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.186%, plus: -0.188%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.556%, plus: +0.808%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.952%, plus: +1.952%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.848%, plus: +0.850%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.282%, plus: -0.056%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.816%, plus: +1.833%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.224%, plus: -0.224%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.069%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.166%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.032%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.001%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.507%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.115%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.360%, plus: +0.527%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.508%, plus: +0.040%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.197%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.019%, plus: +0.440%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.707%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.312%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.118%, plus: -0.347%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.177%, plus: -0.712%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.103%, plus: -0.724%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.018%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.021%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.289%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.003%, plus: -4.003%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.941%, plus: +7.941%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.044%, plus: +3.323%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.343%, plus: +0.344%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.083%, plus: +1.439%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.451%, plus: -0.450%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.117%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.203%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.403%, plus: +3.513%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.021%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.510%, plus: +0.511%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.835155e+00
+  - errors:
+    - {label: stat, symerror: +2.811%}
+    - asymerror: {minus: -4.761%, plus: +4.761%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.210%, plus: +3.210%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.084%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.213%, plus: +0.214%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.444%, plus: +0.445%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.125%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.137%, plus: +0.322%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.199%, plus: -0.661%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.135%, plus: -0.568%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.832%, plus: -0.825%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.232%, plus: +1.218%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.062%, plus: +1.062%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.165%, plus: +0.370%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.703%, plus: -3.246%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.264%, plus: -0.103%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.805%, plus: +0.778%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.516%, plus: +2.516%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.771%, plus: +0.774%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.177%, plus: +0.225%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.724%, plus: +1.739%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.213%, plus: -0.213%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.119%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.077%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.363%, plus: -0.170%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.045%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.381%, plus: +0.443%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.260%, plus: +0.265%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.346%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.868%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.503%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.851%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.752%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.573%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.534%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.031%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.055%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.216%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.625%, plus: -4.625%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.480%, plus: +7.480%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.218%, plus: +3.131%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.343%, plus: +0.346%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.022%, plus: +1.351%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.440%, plus: -0.439%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.321%, plus: +0.338%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.103%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.125%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.563%, plus: +3.439%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.081%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.508%, plus: +0.509%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.482617e+00
+  - errors:
+    - {label: stat, symerror: +2.842%}
+    - asymerror: {minus: -2.346%, plus: +2.346%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.898%, plus: +0.898%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.298%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.150%, plus: +0.149%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.473%, plus: +0.474%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.423%, plus: +0.278%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.391%, plus: +0.017%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.220%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.017%, plus: -1.010%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.241%, plus: +1.239%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.031%, plus: +1.031%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.159%, plus: +0.159%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.095%, plus: -3.557%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.043%, plus: -0.244%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.855%, plus: +0.760%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.919%, plus: +2.919%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.656%, plus: +0.658%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.704%, plus: +1.719%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.204%, plus: -0.204%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.096%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.105%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.144%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.321%, plus: -0.517%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.131%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.604%, plus: +0.420%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.685%, plus: +0.040%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.411%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.857%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.793%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.744%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.467%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.755%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.451%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.271%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.259%, plus: -1.817%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.028%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.088%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.037%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.371%, plus: -0.275%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.274%, plus: -7.274%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.874%, plus: +7.874%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.106%, plus: +3.799%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.302%, plus: +0.303%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.909%, plus: +1.649%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.441%, plus: -0.440%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.217%, plus: -0.129%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.204%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.038%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.587%, plus: +3.994%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.040%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.551%, plus: +0.553%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.907020e+00
+  - errors:
+    - {label: stat, symerror: +4.013%}
+    - asymerror: {minus: -10.512%, plus: +10.512%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.718%, plus: -3.718%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.067%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.018%, plus: +0.017%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.491%, plus: +0.493%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.142%, plus: -0.142%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.048%, plus: +0.426%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.592%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.812%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.222%, plus: -1.215%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.269%, plus: +1.230%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.438%, plus: +1.438%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.313%, plus: +0.088%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.169%, plus: -4.152%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.143%, plus: -0.065%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.804%, plus: +0.729%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.662%, plus: +4.662%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.541%, plus: +0.542%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.452%, plus: +0.749%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.605%, plus: +1.619%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.184%, plus: -0.184%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.035%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.513%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.006%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.344%, plus: +0.529%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.014%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.522%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.102%, plus: -0.622%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.727%, plus: +0.009%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.548%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.057%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.783%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.597%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.228%, plus: -0.105%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.256%, plus: -4.715%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.049%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.115%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.788%, plus: -6.788%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.824%, plus: +4.824%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.915%, plus: +4.777%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.294%, plus: +0.287%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.153%, plus: +0.153%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.459%, plus: +1.183%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.425%, plus: -0.424%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.045%, plus: +0.015%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.167%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.266%, plus: -0.481%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.780%, plus: +4.965%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.003%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.549%, plus: +0.551%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.767404e+00
+  - errors:
+    - {label: stat, symerror: +4.207%}
+    - asymerror: {minus: -3.400%, plus: +3.400%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.316%, plus: -2.316%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.064%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.062%, plus: -0.064%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.484%, plus: +0.486%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.107%, plus: -0.106%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.142%, plus: +0.515%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.450%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.222%, plus: -1.063%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.846%, plus: -1.838%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.213%, plus: +1.174%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.297%, plus: +1.297%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.085%, plus: +0.210%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.834%, plus: -5.184%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.358%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.833%, plus: +0.428%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.964%, plus: +5.964%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.388%, plus: +0.388%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.418%, plus: +0.398%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.408%, plus: +1.419%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.178%, plus: -0.178%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.236%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.514%, plus: -0.385%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.038%, plus: -0.039%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.663%, plus: +0.834%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.038%, plus: +0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.325%, plus: +0.814%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.009%, plus: +0.004%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.560%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.071%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.782%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.847%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.415%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.547%, plus: +0.324%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.213%, plus: -0.217%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.713%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.031%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.218%, plus: -0.227%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.197%, plus: -8.197%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.969%, plus: +7.969%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -6.797%, plus: +5.209%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.272%, plus: +0.273%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.016%, plus: +1.734%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.324%, plus: -0.324%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.313%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.344%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.550%, plus: +4.937%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.511%, plus: +0.513%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.553653e-01
+- header: {name: 'DSIG/DABSPCROSS (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.862128e+00
+   - value: 6.667031e+00
+   - value: 8.046090e+00
+   - value: 8.116917e+00
+   - value: 7.064312e+00
+   - value: 5.677848e+00
+   - value: 4.193270e+00
+   - value: 2.742524e+00
+   - value: 1.592198e+00
+   - value: 2.408461e-01
+independent_variables:
+- header: {name: 'ABSPCROSS', units: 'GeV'}
+  values:
+  - {high: 0.04, low: 0.0}
+  - {high: 0.07, low: 0.04}
+  - {high: 0.1, low: 0.07}
+  - {high: 0.14, low: 0.1}
+  - {high: 0.18, low: 0.14}
+  - {high: 0.23, low: 0.18}
+  - {high: 0.28, low: 0.23}
+  - {high: 0.36, low: 0.28}
+  - {high: 0.43, low: 0.36}
+  - {high: 1.0, low: 0.43}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table460.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table460.yaml
new file mode 100644
index 0000000000..6e7263be0e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table460.yaml
@@ -0,0 +1,202 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.233000e+00}
+  - {value: 8.025000e-01}
+  - {value: 3.032000e-01}
+  - {value: 1.120000e-01}
+  - {value: 3.947000e-02}
+  - {value: 1.853000e-02}
+  - {value: 6.742000e-03}
+  - {value: 1.436000e-03}
+  - {value: 8.025000e-01}
+  - {value: 6.420000e-01}
+  - {value: 2.670000e-01}
+  - {value: 9.632000e-02}
+  - {value: 3.165000e-02}
+  - {value: 1.406000e-02}
+  - {value: 4.747000e-03}
+  - {value: 9.947000e-04}
+  - {value: 3.032000e-01}
+  - {value: 2.670000e-01}
+  - {value: 1.331000e-01}
+  - {value: 5.038000e-02}
+  - {value: 1.740000e-02}
+  - {value: 7.176000e-03}
+  - {value: 2.610000e-03}
+  - {value: 4.767000e-04}
+  - {value: 1.120000e-01}
+  - {value: 9.632000e-02}
+  - {value: 5.038000e-02}
+  - {value: 2.062000e-02}
+  - {value: 7.572000e-03}
+  - {value: 3.047000e-03}
+  - {value: 1.190000e-03}
+  - {value: 2.028000e-04}
+  - {value: 3.947000e-02}
+  - {value: 3.165000e-02}
+  - {value: 1.740000e-02}
+  - {value: 7.572000e-03}
+  - {value: 3.177000e-03}
+  - {value: 1.253000e-03}
+  - {value: 5.287000e-04}
+  - {value: 8.662000e-05}
+  - {value: 1.853000e-02}
+  - {value: 1.406000e-02}
+  - {value: 7.176000e-03}
+  - {value: 3.047000e-03}
+  - {value: 1.253000e-03}
+  - {value: 5.309000e-04}
+  - {value: 2.153000e-04}
+  - {value: 3.650000e-05}
+  - {value: 6.742000e-03}
+  - {value: 4.747000e-03}
+  - {value: 2.610000e-03}
+  - {value: 1.190000e-03}
+  - {value: 5.287000e-04}
+  - {value: 2.153000e-04}
+  - {value: 1.045000e-04}
+  - {value: 1.637000e-05}
+  - {value: 1.436000e-03}
+  - {value: 9.947000e-04}
+  - {value: 4.767000e-04}
+  - {value: 2.028000e-04}
+  - {value: 8.662000e-05}
+  - {value: 3.650000e-05}
+  - {value: 1.637000e-05}
+  - {value: 3.240000e-06}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 720.00, low: 425.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 160.00, low: 115.00}
+  - {high: 205.00, low: 160.00}
+  - {high: 250.00, low: 205.00}
+  - {high: 300.00, low: 250.00}
+  - {high: 355.00, low: 300.00}
+  - {high: 425.00, low: 355.00}
+  - {high: 720.00, low: 425.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table461.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table461.yaml
new file mode 100644
index 0000000000..3adb6df459
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table461.yaml
@@ -0,0 +1,1263 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DTT_M (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.656%}
+    - asymerror: {minus: +1.392%, plus: -1.392%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.633%, plus: -0.633%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.710%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.396%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.521%, plus: -0.538%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.010%, plus: -0.020%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.625%, plus: +0.625%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.211%, plus: +0.368%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.315%, plus: +3.315%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.118%, plus: -0.119%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.115%, plus: -0.112%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.048%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.066%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.753%, plus: -0.011%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.879%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.756%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.728%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.024%, plus: +0.986%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.947%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.717%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.751%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.058%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.349%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.597%, plus: +0.100%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.155%, plus: +4.155%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.180%, plus: +3.180%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.466%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.049%, plus: -0.048%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.232%, plus: -0.232%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.201%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.080%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.099%, plus: -0.206%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.867%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.140%, plus: -0.140%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.844250e-03
+  - errors:
+    - {label: stat, symerror: +1.925%}
+    - asymerror: {minus: -0.391%, plus: +0.391%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.575%, plus: -1.575%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.022%, plus: +0.021%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.127%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.515%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.357%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.094%, plus: +0.097%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.107%, plus: +0.117%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.627%, plus: +0.627%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.627%, plus: -0.461%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.263%, plus: -0.359%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.021%, plus: +0.119%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.055%, plus: +3.055%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.070%, plus: +0.071%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.364%, plus: -0.089%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.100%, plus: +0.098%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.056%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.067%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.034%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.091%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.058%, plus: +0.112%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.631%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.026%, plus: -0.725%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.322%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.651%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.290%, plus: -1.209%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.771%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.816%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.686%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.762%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.903%, plus: +1.525%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.361%, plus: -1.361%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.124%, plus: +0.124%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.201%, plus: +0.665%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.018%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.131%, plus: +0.213%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.169%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.035%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.332%, plus: +0.849%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.033%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.533848e-03
+  - errors:
+    - {label: stat, symerror: +2.784%}
+    - asymerror: {minus: -0.503%, plus: +0.503%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.685%, plus: +0.685%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.248%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.559%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.003%, plus: -0.458%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.438%, plus: +0.455%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.902%, plus: +0.902%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.349%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.550%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.097%, plus: -0.112%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.244%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.144%, plus: +4.144%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.138%, plus: +0.139%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.188%, plus: +0.547%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.095%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.096%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.389%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.096%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.391%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.597%, plus: +0.318%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.382%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.611%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.589%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.383%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.248%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.255%, plus: -1.045%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.795%, plus: -0.126%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.058%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.488%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.002%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.299%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.041%, plus: -5.041%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.351%, plus: -3.351%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.666%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.231%, plus: +0.231%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.448%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.177%, plus: +0.117%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.230%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.316%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.027%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.023%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.120%, plus: +0.119%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.120884e-03
+  - errors:
+    - {label: stat, symerror: +2.775%}
+    - asymerror: {minus: -2.247%, plus: +2.247%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.212%, plus: +1.212%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.017%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.139%, plus: +0.139%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.134%, plus: -0.091%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.680%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.804%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.805%, plus: +0.833%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.094%, plus: -0.072%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.913%, plus: +0.913%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.126%, plus: +0.042%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.442%, plus: +0.789%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.003%, plus: -0.357%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.014%, plus: -0.047%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.538%, plus: +3.538%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.155%, plus: +0.156%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.253%, plus: +0.241%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.133%, plus: +0.129%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.088%, plus: +0.089%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.155%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.009%, plus: +0.235%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.028%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.504%, plus: +0.064%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.835%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.185%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.588%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.546%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.266%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.588%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.008%, plus: -0.948%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.582%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.673%, plus: -0.964%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.030%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.137%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.016%, plus: -6.016%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.683%, plus: -5.683%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.288%, plus: -0.697%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.100%, plus: +0.101%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.237%, plus: +0.237%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.429%, plus: -0.057%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.070%, plus: -0.071%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.044%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.250%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.995%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.010%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.275%, plus: +0.275%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.561011e-04
+  - errors:
+    - {label: stat, symerror: +2.899%}
+    - asymerror: {minus: -2.673%, plus: +2.673%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.771%, plus: +6.771%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.272%, plus: +0.271%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.099%, plus: -0.016%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.233%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.928%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.088%, plus: +1.121%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.184%, plus: -0.179%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.953%, plus: +0.953%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.253%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.443%, plus: +0.892%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.190%, plus: -0.316%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.252%, plus: -0.191%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.170%, plus: +3.170%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.133%, plus: +0.134%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.136%, plus: +0.197%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.129%, plus: +0.125%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.168%, plus: +0.168%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.185%, plus: +0.204%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.014%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.264%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.956%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.347%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.416%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.981%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.418%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.595%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.066%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.270%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.282%, plus: -3.497%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.021%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.253%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.378%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.095%, plus: -6.095%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.952%, plus: -6.952%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.095%, plus: -1.069%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.181%, plus: +0.182%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.256%, plus: +0.256%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.928%, plus: -0.360%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.177%, plus: -0.178%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.150%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.161%, plus: +0.406%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.418%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.401%, plus: +0.401%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.642956e-04
+  - errors:
+    - {label: stat, symerror: +3.256%}
+    - asymerror: {minus: -4.019%, plus: +4.019%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.473%, plus: +6.473%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.355%, plus: +0.355%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.117%, plus: -0.385%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.822%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.465%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.197%, plus: +1.232%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.241%, plus: -0.239%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.076%, plus: +1.076%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.031%, plus: +0.250%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.109%, plus: +0.773%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.060%, plus: -0.278%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.279%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.243%, plus: +3.243%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.110%, plus: +0.111%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.139%, plus: +0.217%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.054%, plus: +0.051%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.233%, plus: +0.233%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.142%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.178%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.300%, plus: -0.253%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.701%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.912%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.852%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.565%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.610%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.623%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.758%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.086%, plus: -0.854%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.499%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +6.232%, plus: -6.289%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.171%, plus: +0.375%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.148%, plus: -0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.504%, plus: -5.504%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.297%, plus: -8.297%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.475%, plus: -0.690%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.195%, plus: +0.196%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.345%, plus: +0.345%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.488%, plus: -0.094%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.318%, plus: -0.319%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.338%, plus: +0.106%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.053%, plus: -0.288%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.552%, plus: +0.319%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.528%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.462%, plus: +0.462%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.433376e-04
+  - errors:
+    - {label: stat, symerror: +3.764%}
+    - asymerror: {minus: -4.089%, plus: +4.089%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.340%, plus: +6.340%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.457%, plus: +0.457%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.103%, plus: +0.103%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.119%, plus: -0.149%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.723%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.423%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.223%, plus: +1.258%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.296%, plus: -0.292%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.217%, plus: +1.217%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.225%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.195%, plus: +0.529%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.192%, plus: -0.309%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.362%, plus: +3.362%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.049%, plus: +0.051%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.149%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.006%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.266%, plus: +0.267%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.012%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.043%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.183%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.141%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.273%, plus: -0.031%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.046%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.149%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.149%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.905%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.773%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.786%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.689%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.022%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.166%, plus: -1.339%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.638%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +7.379%, plus: -3.306%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.239%, plus: +0.328%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.154%, plus: -0.269%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.760%, plus: -4.760%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.044%, plus: -8.044%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.992%, plus: -0.906%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.173%, plus: +0.174%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.457%, plus: +0.457%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.264%, plus: -0.210%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.457%, plus: -0.457%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.095%, plus: -0.093%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.220%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.367%, plus: +0.400%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.237%, plus: +0.561%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.498%, plus: +0.498%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.400041e-05
+  - errors:
+    - {label: stat, symerror: +4.871%}
+    - asymerror: {minus: -7.207%, plus: +7.207%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.100%, plus: +3.100%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.498%, plus: +0.499%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.087%, plus: -0.281%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.557%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.337%, plus: +0.234%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.257%, plus: +1.292%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.284%, plus: -0.266%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.577%, plus: +1.577%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.730%, plus: +0.313%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.692%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.249%, plus: -0.660%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.263%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.767%, plus: +3.767%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.026%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.133%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.095%, plus: -0.096%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.286%, plus: +0.287%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.108%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.093%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.277%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.115%, plus: -0.184%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.123%, plus: +0.011%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.396%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.255%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.608%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.837%, plus: +0.384%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.376%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.381%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.091%, plus: -0.631%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.833%, plus: -6.905%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.323%, plus: +0.503%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.108%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.490%, plus: -0.302%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.690%, plus: -6.690%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.321%, plus: -10.321%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.365%, plus: -1.165%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.205%, plus: +0.206%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.460%, plus: +0.460%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.128%, plus: -0.494%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.545%, plus: -0.544%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.141%, plus: -0.076%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.259%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.177%, plus: +0.547%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.170%, plus: +1.699%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.100%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.494%, plus: +0.494%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.691072e-05
+  - errors:
+    - {label: stat, symerror: +5.555%}
+    - asymerror: {minus: -0.746%, plus: +0.746%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.691%, plus: +6.691%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.332%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.420%, plus: +0.420%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.073%, plus: +0.105%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.530%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.492%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.332%, plus: +1.369%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.261%, plus: -0.265%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.734%, plus: +1.734%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.334%, plus: +0.005%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.404%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.032%, plus: -0.344%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.625%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.709%, plus: +3.709%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.009%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.285%, plus: -0.175%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.120%, plus: -0.121%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.294%, plus: +0.296%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.314%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.383%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.159%, plus: -0.425%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.419%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.032%, plus: -0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.924%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.892%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.272%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.677%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.700%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.526%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.019%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.052%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.252%, plus: -2.073%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.716%, plus: +0.856%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.494%, plus: -0.509%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.744%, plus: -6.744%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.074%, plus: -8.074%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.003%, plus: -0.437%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.300%, plus: +0.303%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.629%, plus: +0.629%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.600%, plus: +0.174%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.565%, plus: -0.565%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.366%, plus: -0.560%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.803%, plus: +0.500%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.031%, plus: +1.068%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.167%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.478%, plus: +0.478%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.345862e-06
+- header: {name: '1/SIG*DSIG/DTT_M (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.399167e-03
+   - value: 2.557282e-03
+   - value: 1.338564e-03
+   - value: 7.194854e-04
+   - value: 3.632229e-04
+   - value: 1.925585e-04
+   - value: 9.830077e-05
+   - value: 4.559020e-05
+   - value: 4.252500e-06
+independent_variables:
+- header: {name: 'TT_M', units: 'GeV'}
+  values:
+  - {high: 458.75, low: 325.0}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.0, low: 565.75}
+  - {high: 753.0, low: 646.0}
+  - {high: 860.0, low: 753.0}
+  - {high: 967.0, low: 860.0}
+  - {high: 1100.75, low: 967.0}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.0, low: 1261.25}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table462.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table462.yaml
new file mode 100644
index 0000000000..5594b3d70f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table462.yaml
@@ -0,0 +1,253 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: '1/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.398000e-08}
+  - {value: -2.302000e-08}
+  - {value: -2.224000e-08}
+  - {value: -1.305000e-08}
+  - {value: -6.296000e-09}
+  - {value: -3.443000e-09}
+  - {value: -1.722000e-09}
+  - {value: -9.355000e-10}
+  - {value: -8.756000e-11}
+  - {value: -2.302000e-08}
+  - {value: 1.666000e-08}
+  - {value: 7.469000e-09}
+  - {value: 3.740000e-09}
+  - {value: 1.113000e-09}
+  - {value: 6.323000e-10}
+  - {value: 3.407000e-10}
+  - {value: 2.014000e-10}
+  - {value: 1.856000e-11}
+  - {value: -2.224000e-08}
+  - {value: 7.469000e-09}
+  - {value: 1.072000e-08}
+  - {value: 5.726000e-09}
+  - {value: 2.818000e-09}
+  - {value: 1.539000e-09}
+  - {value: 7.576000e-10}
+  - {value: 4.159000e-10}
+  - {value: 3.888000e-11}
+  - {value: -1.305000e-08}
+  - {value: 3.740000e-09}
+  - {value: 5.726000e-09}
+  - {value: 3.964000e-09}
+  - {value: 1.877000e-09}
+  - {value: 1.004000e-09}
+  - {value: 4.999000e-10}
+  - {value: 2.705000e-10}
+  - {value: 2.506000e-11}
+  - {value: -6.296000e-09}
+  - {value: 1.113000e-09}
+  - {value: 2.818000e-09}
+  - {value: 1.877000e-09}
+  - {value: 1.254000e-09}
+  - {value: 6.436000e-10}
+  - {value: 3.105000e-10}
+  - {value: 1.546000e-10}
+  - {value: 1.542000e-11}
+  - {value: -3.443000e-09}
+  - {value: 6.323000e-10}
+  - {value: 1.539000e-09}
+  - {value: 1.004000e-09}
+  - {value: 6.436000e-10}
+  - {value: 3.762000e-10}
+  - {value: 1.768000e-10}
+  - {value: 8.951000e-11}
+  - {value: 8.563000e-12}
+  - {value: -1.722000e-09}
+  - {value: 3.407000e-10}
+  - {value: 7.576000e-10}
+  - {value: 4.999000e-10}
+  - {value: 3.105000e-10}
+  - {value: 1.768000e-10}
+  - {value: 9.585000e-11}
+  - {value: 4.540000e-11}
+  - {value: 4.199000e-12}
+  - {value: -9.355000e-10}
+  - {value: 2.014000e-10}
+  - {value: 4.159000e-10}
+  - {value: 2.705000e-10}
+  - {value: 1.546000e-10}
+  - {value: 8.951000e-11}
+  - {value: 4.540000e-11}
+  - {value: 3.227000e-11}
+  - {value: 2.231000e-12}
+  - {value: -8.756000e-11}
+  - {value: 1.856000e-11}
+  - {value: 3.888000e-11}
+  - {value: 2.506000e-11}
+  - {value: 1.542000e-11}
+  - {value: 8.563000e-12}
+  - {value: 4.199000e-12}
+  - {value: 2.231000e-12}
+  - {value: 2.520000e-13}
+independent_variables:
+- header: {name: 'TT_M', units: 'GeV' }
+  values:
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+- header: {name: 'TT_M', units: 'GeV' }
+  values:
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table463.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table463.yaml
new file mode 100644
index 0000000000..5363af55b3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table463.yaml
@@ -0,0 +1,1263 @@
+dependent_variables:
+- header: {name: 'DSIG/DTT_M (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.344%}
+    - asymerror: {minus: -0.278%, plus: +0.278%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +10.713%, plus: -10.713%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.241%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.062%, plus: +0.063%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.386%, plus: +0.387%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.363%, plus: +0.193%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.257%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.518%, plus: -0.195%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.236%, plus: -2.225%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.199%, plus: +1.161%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.138%, plus: +1.138%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.227%, plus: -3.184%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.185%, plus: +0.568%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.821%, plus: +0.765%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.130%, plus: +6.130%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.601%, plus: +0.598%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.563%, plus: +1.579%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.344%, plus: -0.343%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.019%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.093%, plus: -0.148%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.160%, plus: -0.587%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.662%, plus: +0.151%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.757%, plus: -0.061%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.274%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.683%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.045%, plus: +1.112%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.211%, plus: +1.002%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.828%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.317%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.886%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.391%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.554%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.906%, plus: +2.794%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.317%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.020%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.978%, plus: +4.978%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.297%, plus: -0.297%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.286%, plus: +3.310%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.190%, plus: +0.191%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.357%, plus: +0.357%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.812%, plus: +1.144%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.247%, plus: -0.247%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.116%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.401%, plus: -0.525%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.781%, plus: +2.096%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.019%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.755971e+00
+  - errors:
+    - {label: stat, symerror: +1.924%}
+    - asymerror: {minus: -2.090%, plus: +2.090%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +11.559%, plus: -11.559%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.129%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.442%, plus: +0.442%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.290%, plus: +0.401%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.129%, plus: +0.025%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.646%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.611%, plus: -1.601%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.315%, plus: +1.300%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.725%, plus: +0.725%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.269%, plus: -3.544%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.289%, plus: -0.161%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.790%, plus: +0.937%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.342%, plus: +3.342%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.787%, plus: +0.790%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.403%, plus: -0.096%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.774%, plus: +1.792%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.374%, plus: -0.373%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.164%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.360%, plus: -0.439%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.594%, plus: +0.440%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.627%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.084%, plus: -0.336%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.395%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.492%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.103%, plus: -1.194%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.516%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.819%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.553%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.435%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.284%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.222%, plus: +4.258%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.028%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.117%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.042%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.582%, plus: -0.582%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.250%, plus: -3.250%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.030%, plus: +4.236%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.222%, plus: +0.218%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.705%, plus: +0.705%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.742%, plus: +1.514%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.275%, plus: -0.274%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.136%, plus: -0.200%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.059%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.266%, plus: -0.261%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.021%, plus: +3.862%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.199%, plus: +0.199%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.475661e+00
+  - errors:
+    - {label: stat, symerror: +1.905%}
+    - asymerror: {minus: -2.205%, plus: +2.205%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.528%, plus: -9.528%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.141%, plus: +0.141%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.427%, plus: +0.428%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.150%, plus: -0.150%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.026%, plus: +0.469%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.227%, plus: -1.044%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.261%, plus: -1.249%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.230%, plus: +1.203%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.679%, plus: +0.679%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.190%, plus: -2.620%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.527%, plus: +0.864%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.520%, plus: +2.520%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.854%, plus: +0.858%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.150%, plus: +0.540%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.769%, plus: +1.787%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.306%, plus: -0.305%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.005%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.194%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.536%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.062%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.213%, plus: +0.719%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.593%, plus: +0.268%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.078%, plus: +0.009%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.683%, plus: +0.017%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.783%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.135%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.297%, plus: -0.719%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.089%, plus: -0.160%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.562%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.039%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.403%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.009%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.290%, plus: -4.290%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.608%, plus: -6.608%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.197%, plus: +4.085%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.262%, plus: +0.262%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.822%, plus: +0.822%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.173%, plus: +1.642%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.311%, plus: -0.310%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.044%, plus: +0.086%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.205%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.426%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.155%, plus: +4.046%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.037%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.352%, plus: +0.352%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.095144e+00
+  - errors:
+    - {label: stat, symerror: +1.865%}
+    - asymerror: {minus: -3.978%, plus: +3.978%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.054%, plus: -9.054%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.153%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.262%, plus: +0.262%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.439%, plus: +0.440%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.152%, plus: -0.152%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.140%, plus: +0.183%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.320%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.388%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.887%, plus: -0.878%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.116%, plus: +1.109%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.650%, plus: +0.650%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.253%, plus: +0.025%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.171%, plus: -2.333%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.029%, plus: -0.159%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.756%, plus: +0.770%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.672%, plus: +1.672%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.872%, plus: +0.876%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.214%, plus: +0.233%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.807%, plus: +1.824%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.229%, plus: -0.229%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.060%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.259%, plus: -0.195%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.316%, plus: +0.425%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.500%, plus: +0.013%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.530%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.991%, plus: +0.080%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.731%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.003%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.050%, plus: -0.622%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.731%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.293%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.134%, plus: -0.182%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.274%, plus: -5.274%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.861%, plus: -8.861%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.598%, plus: +2.826%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.339%, plus: +0.340%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.829%, plus: +0.829%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.191%, plus: +1.241%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.375%, plus: -0.374%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.131%, plus: -0.048%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.008%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.051%, plus: -0.213%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.743%, plus: +2.944%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.507%, plus: +0.508%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.433309e-01
+  - errors:
+    - {label: stat, symerror: +2.145%}
+    - asymerror: {minus: -4.411%, plus: +4.411%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.060%, plus: -4.060%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.112%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.394%, plus: +0.394%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.486%, plus: +0.488%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.152%, plus: -0.152%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.175%, plus: +0.258%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.896%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.037%, plus: -1.511%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.600%, plus: -0.594%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.027%, plus: +1.001%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.735%, plus: +0.735%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.127%, plus: +0.235%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.171%, plus: -2.233%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.216%, plus: -0.117%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.519%, plus: +0.625%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.328%, plus: +1.328%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.850%, plus: +0.853%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.098%, plus: +0.190%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.803%, plus: +1.819%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.149%, plus: -0.149%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.087%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.076%, plus: -0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.158%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.014%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.348%, plus: -0.301%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.086%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.274%, plus: +0.510%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.952%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.960%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.488%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.151%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.403%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.326%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.948%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.740%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.016%, plus: -1.418%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.881%, plus: -0.900%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.054%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.375%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.353%, plus: -5.353%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.088%, plus: -10.088%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.785%, plus: +2.441%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.420%, plus: +0.421%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.848%, plus: +0.848%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.700%, plus: +0.934%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.482%, plus: -0.481%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.117%, plus: -0.114%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.113%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.414%, plus: +3.418%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.052%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.632%, plus: +0.634%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.582264e-01
+  - errors:
+    - {label: stat, symerror: +2.618%}
+    - asymerror: {minus: -5.780%, plus: +5.780%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.327%, plus: -4.327%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.207%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.477%, plus: +0.478%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.503%, plus: +0.505%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.284%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.075%, plus: -1.051%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.489%, plus: -0.485%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.971%, plus: +0.940%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.893%, plus: +0.893%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.158%, plus: +0.232%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.513%, plus: -2.348%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.086%, plus: -0.079%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.046%, plus: +0.755%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.315%, plus: +1.315%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.827%, plus: +0.830%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.100%, plus: +0.209%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.729%, plus: +1.744%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.087%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.032%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.115%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.090%, plus: -0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.239%, plus: +0.073%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.697%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.524%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.924%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.968%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.595%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.372%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.314%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.128%, plus: -0.528%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.648%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +4.818%, plus: -3.767%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.255%, plus: +0.240%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.145%, plus: -0.329%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.758%, plus: -4.758%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.388%, plus: -11.388%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.419%, plus: +2.834%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.434%, plus: +0.435%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.937%, plus: +0.937%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.134%, plus: +1.203%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.623%, plus: -0.621%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.206%, plus: +0.075%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.017%, plus: -0.261%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.410%, plus: +3.532%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.693%, plus: +0.696%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.400460e-01
+  - errors:
+    - {label: stat, symerror: +3.237%}
+    - asymerror: {minus: -5.851%, plus: +5.851%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.447%, plus: -4.447%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.143%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.579%, plus: +0.580%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.523%, plus: +0.524%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.096%, plus: -0.096%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.155%, plus: +0.125%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.347%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.017%, plus: -1.009%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.463%, plus: -0.460%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.916%, plus: +0.887%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.060%, plus: +1.060%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.072%, plus: +0.207%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.425%, plus: -2.584%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.218%, plus: -0.110%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.706%, plus: +0.845%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.442%, plus: +1.442%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.766%, plus: +0.769%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.061%, plus: -0.156%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.670%, plus: +1.684%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.021%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.140%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.155%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.127%, plus: -0.274%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.007%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.034%, plus: -0.033%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.265%, plus: +0.296%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.045%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.576%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.762%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.221%, plus: +0.021%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.758%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.531%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.694%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.890%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.208%, plus: -1.014%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.024%, plus: -0.787%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.950%, plus: -0.703%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.322%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.112%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.151%, plus: -0.382%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.007%, plus: -4.007%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.143%, plus: -11.143%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.883%, plus: +2.610%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.412%, plus: +0.413%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.050%, plus: +1.050%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.354%, plus: +1.085%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.762%, plus: -0.759%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.228%, plus: -0.124%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.184%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.067%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.928%, plus: +3.565%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.055%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.729%, plus: +0.732%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.230107e-02
+  - errors:
+    - {label: stat, symerror: +4.461%}
+    - asymerror: {minus: -9.022%, plus: +9.022%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.358%, plus: -7.358%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.272%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.620%, plus: +0.622%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.547%, plus: +0.549%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.095%, plus: -0.095%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.218%, plus: +0.022%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.356%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.428%, plus: -0.426%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.928%, plus: +0.913%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.455%, plus: +1.455%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.856%, plus: +0.296%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.406%, plus: -3.768%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.274%, plus: -0.462%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.508%, plus: +0.830%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.944%, plus: +1.944%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.692%, plus: +0.695%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.095%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.583%, plus: +1.595%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.008%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.423%, plus: +0.142%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.289%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.498%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.023%, plus: +0.399%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.390%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.666%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.133%, plus: -0.304%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +4.425%, plus: -4.399%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.406%, plus: +0.369%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.101%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.487%, plus: -0.415%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.953%, plus: -5.953%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +13.343%, plus: -13.343%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.487%, plus: +2.341%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.444%, plus: +0.445%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.053%, plus: +1.053%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.488%, plus: +0.798%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.850%, plus: -0.846%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.274%, plus: -0.107%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.222%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.226%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.790%, plus: +4.738%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.725%, plus: +0.728%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.606311e-02
+  - errors:
+    - {label: stat, symerror: +5.233%}
+    - asymerror: {minus: -2.451%, plus: +2.451%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.131%, plus: -4.131%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.502%, plus: +0.320%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.542%, plus: +0.543%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.497%, plus: +0.499%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.346%, plus: +0.379%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.194%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.078%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.352%, plus: -0.351%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.951%, plus: +0.913%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.635%, plus: +1.635%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.460%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.039%, plus: -3.032%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.057%, plus: -0.145%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.389%, plus: +0.571%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.864%, plus: +1.864%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.726%, plus: +0.728%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.323%, plus: -0.182%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.558%, plus: +1.570%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.324%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.356%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.159%, plus: -0.428%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.346%, plus: -0.315%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.385%, plus: +0.191%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.086%, plus: -0.087%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.580%, plus: +0.288%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.031%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.920%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.503%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.344%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.651%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.813%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.602%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.394%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.977%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.200%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.878%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.799%, plus: +0.721%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.153%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.491%, plus: -0.621%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.007%, plus: -6.007%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.172%, plus: -11.172%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.873%, plus: +3.095%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.539%, plus: +0.542%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.223%, plus: +1.223%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.204%, plus: +1.475%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.871%, plus: -0.867%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.097%, plus: -0.196%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.330%, plus: -0.533%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.504%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.693%, plus: +4.088%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.180%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.709%, plus: +0.712%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.269028e-03
+- header: {name: 'DSIG/DTT_M (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.825778e+00
+   - value: 2.125907e+00
+   - value: 1.112768e+00
+   - value: 5.981190e-01
+   - value: 3.019526e-01
+   - value: 1.600767e-01
+   - value: 8.171890e-02
+   - value: 3.789982e-02
+   - value: 3.535167e-03
+independent_variables:
+- header: {name: 'TT_M', units: 'GeV'}
+  values:
+  - {high: 458.75, low: 325.0}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.0, low: 565.75}
+  - {high: 753.0, low: 646.0}
+  - {high: 860.0, low: 753.0}
+  - {high: 967.0, low: 860.0}
+  - {high: 1100.75, low: 967.0}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.0, low: 1261.25}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table464.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table464.yaml
new file mode 100644
index 0000000000..a4a2162452
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table464.yaml
@@ -0,0 +1,253 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.768000e-01}
+  - {value: 3.208000e-01}
+  - {value: 1.241000e-01}
+  - {value: 5.743000e-02}
+  - {value: 2.272000e-02}
+  - {value: 1.306000e-02}
+  - {value: 6.722000e-03}
+  - {value: 4.282000e-03}
+  - {value: 2.958000e-04}
+  - {value: 3.208000e-01}
+  - {value: 2.378000e-01}
+  - {value: 1.004000e-01}
+  - {value: 4.832000e-02}
+  - {value: 1.930000e-02}
+  - {value: 1.102000e-02}
+  - {value: 5.655000e-03}
+  - {value: 3.529000e-03}
+  - {value: 2.594000e-04}
+  - {value: 1.241000e-01}
+  - {value: 1.004000e-01}
+  - {value: 4.891000e-02}
+  - {value: 2.399000e-02}
+  - {value: 1.007000e-02}
+  - {value: 5.723000e-03}
+  - {value: 2.899000e-03}
+  - {value: 1.794000e-03}
+  - {value: 1.358000e-04}
+  - {value: 5.743000e-02}
+  - {value: 4.832000e-02}
+  - {value: 2.399000e-02}
+  - {value: 1.264000e-02}
+  - {value: 5.328000e-03}
+  - {value: 2.994000e-03}
+  - {value: 1.519000e-03}
+  - {value: 9.260000e-04}
+  - {value: 7.118000e-05}
+  - {value: 2.272000e-02}
+  - {value: 1.930000e-02}
+  - {value: 1.007000e-02}
+  - {value: 5.328000e-03}
+  - {value: 2.531000e-03}
+  - {value: 1.399000e-03}
+  - {value: 6.965000e-04}
+  - {value: 4.218000e-04}
+  - {value: 3.298000e-05}
+  - {value: 1.306000e-02}
+  - {value: 1.102000e-02}
+  - {value: 5.723000e-03}
+  - {value: 2.994000e-03}
+  - {value: 1.399000e-03}
+  - {value: 8.165000e-04}
+  - {value: 4.022000e-04}
+  - {value: 2.410000e-04}
+  - {value: 1.879000e-05}
+  - {value: 6.722000e-03}
+  - {value: 5.655000e-03}
+  - {value: 2.899000e-03}
+  - {value: 1.519000e-03}
+  - {value: 6.965000e-04}
+  - {value: 4.022000e-04}
+  - {value: 2.109000e-04}
+  - {value: 1.231000e-04}
+  - {value: 9.432000e-06}
+  - {value: 4.282000e-03}
+  - {value: 3.529000e-03}
+  - {value: 1.794000e-03}
+  - {value: 9.260000e-04}
+  - {value: 4.218000e-04}
+  - {value: 2.410000e-04}
+  - {value: 1.231000e-04}
+  - {value: 7.985000e-05}
+  - {value: 5.727000e-06}
+  - {value: 2.958000e-04}
+  - {value: 2.594000e-04}
+  - {value: 1.358000e-04}
+  - {value: 7.118000e-05}
+  - {value: 3.298000e-05}
+  - {value: 1.879000e-05}
+  - {value: 9.432000e-06}
+  - {value: 5.727000e-06}
+  - {value: 4.887000e-07}
+independent_variables:
+- header: {name: 'TT_M', units: 'GeV' }
+  values:
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 3000.00, low: 1261.25}
+- header: {name: 'TT_M', units: 'GeV' }
+  values:
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
+  - {high: 458.75, low: 325.00}
+  - {high: 565.75, low: 458.75}
+  - {high: 646.00, low: 565.75}
+  - {high: 753.00, low: 646.00}
+  - {high: 860.00, low: 753.00}
+  - {high: 967.00, low: 860.00}
+  - {high: 1100.75, low: 967.00}
+  - {high: 1261.25, low: 1100.75}
+  - {high: 3000.00, low: 1261.25}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table465.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table465.yaml
new file mode 100644
index 0000000000..af97260665
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table465.yaml
@@ -0,0 +1,2097 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DABS_Y_BOOST (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.094%}
+    - asymerror: {minus: -0.922%, plus: +0.922%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.822%, plus: +2.822%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.123%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.022%, plus: +0.217%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.075%, plus: +0.074%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.097%, plus: +1.097%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.214%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.133%, plus: -0.093%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.280%, plus: -0.133%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.542%, plus: +2.542%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.051%, plus: +0.050%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.376%, plus: +0.243%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.032%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.003%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.002%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.065%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.071%, plus: +0.155%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.005%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.004%, plus: +0.080%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.230%, plus: +0.087%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.141%, plus: +0.780%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.075%, plus: +0.579%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.605%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.294%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.556%, plus: -0.179%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.306%, plus: +1.611%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.121%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.862%, plus: -1.862%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.357%, plus: -0.357%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.165%, plus: +0.093%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.383%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.007%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.125%, plus: -0.156%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.096%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.028%, plus: -0.177%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.344%, plus: -0.469%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.000829e-01
+  - errors:
+    - {label: stat, symerror: +3.126%}
+    - asymerror: {minus: +0.331%, plus: -0.331%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.846%, plus: +4.846%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.008%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.195%, plus: -0.048%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.242%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.094%, plus: +0.093%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.002%, plus: +0.036%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.147%, plus: +1.147%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.376%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.523%, plus: +0.151%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.278%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.640%, plus: +2.640%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.078%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.012%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.106%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.024%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.000%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: +0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.403%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.421%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.167%, plus: -0.229%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.260%, plus: -0.310%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.596%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.946%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.002%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.403%, plus: +0.492%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.316%, plus: +1.656%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.021%, plus: -0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.031%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.524%, plus: -1.524%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.153%, plus: +4.153%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.163%, plus: +0.277%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.747%, plus: -0.636%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.376%, plus: +0.154%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.057%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.335%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.494525e-01
+  - errors:
+    - {label: stat, symerror: +3.171%}
+    - asymerror: {minus: +2.696%, plus: -2.696%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -11.741%, plus: +11.741%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.205%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.089%, plus: -1.354%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.008%, plus: +0.004%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.136%, plus: +1.136%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.235%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.910%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.099%, plus: -0.236%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.473%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.645%, plus: +2.645%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.019%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.148%, plus: -0.508%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.121%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.020%, plus: -0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.138%, plus: -0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.201%, plus: +0.076%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.130%, plus: -0.140%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.132%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.987%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.354%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.093%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.693%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.500%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.683%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.335%, plus: +0.169%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.377%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.594%, plus: +6.275%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.618%, plus: -2.618%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.585%, plus: +4.585%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.090%, plus: +0.162%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.124%, plus: -0.413%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.064%, plus: -0.178%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.410%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.949428e-01
+  - errors:
+    - {label: stat, symerror: +2.875%}
+    - asymerror: {minus: -0.484%, plus: +0.484%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.161%, plus: +1.161%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.105%, plus: -0.251%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.657%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.525%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.007%, plus: +0.003%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.092%, plus: +1.092%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.213%, plus: -0.259%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.963%, plus: +0.791%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.344%, plus: -0.143%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.502%, plus: +2.502%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.033%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.647%, plus: -0.287%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.010%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.316%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.078%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.229%, plus: -0.344%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.327%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.639%, plus: +0.568%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.129%, plus: +0.349%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.425%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.526%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.529%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.171%, plus: -0.524%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.505%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.478%, plus: +2.241%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.010%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.009%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.016%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.123%, plus: -2.123%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.220%, plus: -0.220%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.356%, plus: -0.937%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.945%, plus: -0.736%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.099%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.418%, plus: -1.064%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.617133e-01
+  - errors:
+    - {label: stat, symerror: +3.051%}
+    - asymerror: {minus: -3.560%, plus: +3.560%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.866%, plus: -2.866%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.016%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.301%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.084%, plus: +0.493%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.359%, plus: -0.063%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.000%, plus: +0.011%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.123%, plus: +1.123%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.058%, plus: -0.100%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.460%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.287%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.124%, plus: +0.616%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.623%, plus: +2.623%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.038%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.163%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.188%, plus: +0.317%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.204%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.082%, plus: +0.104%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.203%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.060%, plus: +0.355%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.716%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.477%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.552%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.007%, plus: +0.149%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.008%, plus: -0.065%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.743%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.538%, plus: -2.538%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.122%, plus: +1.122%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.375%, plus: +0.702%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.168%, plus: -0.168%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.285%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.328%, plus: +0.247%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.004%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.109998e-01
+  - errors:
+    - {label: stat, symerror: +3.189%}
+    - asymerror: {minus: +0.323%, plus: -0.323%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.626%, plus: +4.626%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.038%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.015%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.189%, plus: -0.096%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.139%, plus: +0.603%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.289%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.162%, plus: +1.162%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.234%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.866%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.122%, plus: -0.221%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.592%, plus: +2.592%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.058%, plus: +0.131%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.017%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.030%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.052%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.080%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.268%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.018%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.316%, plus: -0.069%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.022%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.146%, plus: -0.087%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.075%, plus: -0.221%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.104%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.121%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.237%, plus: +0.464%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.108%, plus: -0.339%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.023%, plus: +1.701%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.001%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.034%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.038%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.770%, plus: +3.770%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.080%, plus: -0.155%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.069%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.193%, plus: -0.193%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.592%, plus: -0.164%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.279%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.067%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.103%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.120%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.064%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.580071e-01
+  - errors:
+    - {label: stat, symerror: +3.251%}
+    - asymerror: {minus: -2.733%, plus: +2.733%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.625%, plus: +0.625%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.029%, plus: +0.028%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.025%, plus: -0.015%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.480%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.267%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.018%, plus: +0.013%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.190%, plus: +1.190%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.180%, plus: +0.583%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.720%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.040%, plus: -0.093%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.039%, plus: +0.326%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.667%, plus: +2.667%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.422%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.077%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.076%, plus: -0.032%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.024%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.614%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.207%, plus: -0.277%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.223%, plus: -0.197%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.106%, plus: -0.528%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.883%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.776%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.849%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.088%, plus: -1.288%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.408%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.016%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.093%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.526%, plus: +1.526%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.475%, plus: -3.475%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.381%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.029%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.227%, plus: -0.227%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.664%, plus: -0.151%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.195%, plus: +0.103%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.019%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.173%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.080%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.502984e-01
+  - errors:
+    - {label: stat, symerror: +3.262%}
+    - asymerror: {minus: -3.578%, plus: +3.578%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.765%, plus: +4.765%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.018%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.590%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.400%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.034%, plus: +0.033%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.234%, plus: +1.234%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.278%, plus: -0.084%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.022%, plus: +1.007%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.115%, plus: -0.013%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.132%, plus: +0.013%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.812%, plus: +2.812%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.217%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.073%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.097%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.084%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.020%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.112%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.075%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.040%, plus: -0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.308%, plus: +0.032%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.885%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.691%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.165%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.542%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.600%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.129%, plus: -0.059%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.856%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.017%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.263%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.241%, plus: -1.241%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.789%, plus: +0.789%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.383%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.183%, plus: -0.183%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.306%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.089%, plus: -0.353%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.038%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.757%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.064%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.647416e-01
+  - errors:
+    - {label: stat, symerror: +3.390%}
+    - asymerror: {minus: -1.502%, plus: +1.502%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.898%, plus: -1.898%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.002%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.025%, plus: -0.335%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.684%, plus: +0.057%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.260%, plus: +0.103%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.034%, plus: +0.035%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.020%, plus: +0.018%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.273%, plus: +1.273%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.196%, plus: +0.063%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.336%, plus: +0.667%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.202%, plus: -0.300%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.116%, plus: +0.211%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.835%, plus: +2.835%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.036%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.169%, plus: -0.324%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.284%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.200%, plus: -0.261%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.396%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.175%, plus: -1.028%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.241%, plus: +0.233%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.029%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.497%, plus: +0.292%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.639%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.229%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.018%, plus: -0.615%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.241%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.139%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.358%, plus: -0.358%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.301%, plus: -0.301%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.360%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.154%, plus: -0.154%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.139%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.196%, plus: +0.327%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.390%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.626%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.108594e-01
+  - errors:
+    - {label: stat, symerror: +3.593%}
+    - asymerror: {minus: -0.801%, plus: +0.801%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.112%, plus: +3.112%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.068%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.041%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.055%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.209%, plus: -0.067%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.345%, plus: +1.345%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.262%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.665%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.108%, plus: +0.168%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.201%, plus: -0.038%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.037%, plus: +3.037%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.085%, plus: +0.426%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.029%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.067%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.047%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.035%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.585%, plus: -0.067%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.740%, plus: +1.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.284%, plus: -0.562%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.271%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.380%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.275%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.287%, plus: +0.141%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.407%, plus: +0.136%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.633%, plus: +0.517%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.029%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.056%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.011%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.041%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.064%, plus: -1.064%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.840%, plus: -2.840%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.464%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.037%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.164%, plus: -0.418%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.087%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.794%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.043%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.005%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.747322e-01
+  - errors:
+    - {label: stat, symerror: +3.921%}
+    - asymerror: {minus: -1.986%, plus: +1.986%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.745%, plus: -6.745%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.006%, plus: +0.221%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.129%, plus: -0.084%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.038%, plus: +0.864%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.003%, plus: -0.035%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.425%, plus: +1.425%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.327%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.682%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.012%, plus: -0.037%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.205%, plus: +3.205%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.056%, plus: -0.168%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.135%, plus: -0.158%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.006%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.083%, plus: +0.098%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.430%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.240%, plus: +0.280%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.929%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.681%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.743%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +2.430%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.786%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.198%, plus: +0.298%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.328%, plus: +0.040%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.058%, plus: +0.052%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.071%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.257%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.991%, plus: +1.991%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.451%, plus: -0.451%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.951%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.116%, plus: +0.116%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.329%, plus: +0.402%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.020%, plus: +0.077%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.181%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.733%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.170218e-01
+  - errors:
+    - {label: stat, symerror: +4.220%}
+    - asymerror: {minus: +1.589%, plus: -1.589%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.199%, plus: -4.199%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.265%, plus: +0.097%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.908%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.041%, plus: -0.111%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.537%, plus: +1.537%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.467%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.655%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.214%, plus: -0.022%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.037%, plus: +0.159%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.557%, plus: +3.557%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.233%, plus: -0.317%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.021%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.015%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.070%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.076%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.065%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.272%, plus: +0.223%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.434%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.878%, plus: +0.318%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.488%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.604%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.133%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.627%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.398%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.407%, plus: -0.171%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.529%, plus: -0.650%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.042%, plus: -0.106%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.005%, plus: -1.005%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.912%, plus: +0.912%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.463%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.031%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.195%, plus: +0.195%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.588%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.300%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.051%, plus: +0.272%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.701%, plus: +0.417%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.015%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.833300e-01
+  - errors:
+    - {label: stat, symerror: +3.128%}
+    - asymerror: {minus: +1.132%, plus: -1.132%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.191%, plus: +8.191%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.244%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.026%, plus: -0.235%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.022%, plus: -0.021%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.013%, plus: -0.012%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.235%, plus: +1.235%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.189%, plus: +0.361%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.297%, plus: +0.423%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.362%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.824%, plus: +2.824%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.030%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.295%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.033%, plus: -0.032%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.388%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.013%, plus: -0.433%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.220%, plus: +0.207%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.469%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.133%, plus: +0.031%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.333%, plus: -0.570%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.355%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.387%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.220%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.418%, plus: +4.737%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.030%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.435%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.873%, plus: -0.873%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.330%, plus: +3.330%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.450%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.379%, plus: +0.379%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.280%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.220%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.388%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.846660e-01
+  - errors:
+    - {label: stat, symerror: +4.021%}
+    - asymerror: {minus: -0.987%, plus: +0.987%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.906%, plus: -5.906%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.418%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.064%, plus: -0.065%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.422%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.169%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.805%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.060%, plus: -0.058%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.564%, plus: +1.564%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.008%, plus: +0.188%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +2.258%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.605%, plus: -0.414%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.171%, plus: +0.868%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.482%, plus: +3.482%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.061%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.850%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.267%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.420%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.019%, plus: -0.441%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.263%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.546%, plus: +0.055%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.769%, plus: -0.277%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.316%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.723%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.069%, plus: -0.043%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.517%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.835%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.622%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.001%, plus: +1.201%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.051%, plus: +0.889%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.396%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.355%, plus: +0.256%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.259%, plus: -0.378%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.341%, plus: +3.341%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.169%, plus: +1.992%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.731%, plus: +0.731%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.108%, plus: +1.581%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.275%, plus: -0.143%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.424%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.335%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.052%, plus: +1.626%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.939261e-01
+  - errors:
+    - {label: stat, symerror: +3.469%}
+    - asymerror: {minus: +3.172%, plus: -3.172%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.408%, plus: -7.408%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.110%, plus: +0.093%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.104%, plus: -0.008%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.206%, plus: +0.126%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.178%, plus: +1.178%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.347%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.975%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.459%, plus: +0.110%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.183%, plus: -0.281%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.836%, plus: +2.836%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.496%, plus: +0.003%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.016%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.054%, plus: +0.116%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.479%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.166%, plus: +0.238%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.301%, plus: -0.078%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.210%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.795%, plus: -3.896%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.173%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.103%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.610%, plus: +2.610%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.722%, plus: -3.722%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.138%, plus: -0.608%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.133%, plus: -0.133%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.710%, plus: +0.243%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.277%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.636%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.020%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.049217e-01
+- header: {name: '1/SIG*DSIG/DABS_Y_BOOST (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.201449e-01
+   - value: 7.170374e-01
+   - value: 7.114348e-01
+   - value: 7.008143e-01
+   - value: 6.873920e-01
+   - value: 6.678794e-01
+   - value: 6.468240e-01
+   - value: 6.215437e-01
+   - value: 5.933634e-01
+   - value: 5.644433e-01
+   - value: 5.313218e-01
+   - value: 4.972647e-01
+   - value: 4.440733e-01
+   - value: 3.752907e-01
+   - value: 1.177317e-01
+independent_variables:
+- header: {name: 'ABS_Y_BOOST', units: ''}
+  values:
+  - {high: 0.09, low: 0.0}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.6, low: 0.51}
+  - {high: 0.69, low: 0.6}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.4, low: 1.23}
+  - {high: 3.0, low: 1.4}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table466.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table466.yaml
new file mode 100644
index 0000000000..e86179decc
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table466.yaml
@@ -0,0 +1,685 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.672000e-03}
+  - {value: 8.342000e-04}
+  - {value: 1.275000e-03}
+  - {value: 4.641000e-04}
+  - {value: -2.105000e-04}
+  - {value: 5.412000e-04}
+  - {value: 4.705000e-05}
+  - {value: 5.757000e-04}
+  - {value: -1.676000e-04}
+  - {value: 5.905000e-04}
+  - {value: -6.154000e-04}
+  - {value: -4.043000e-04}
+  - {value: 7.421000e-04}
+  - {value: -6.298000e-04}
+  - {value: -2.570000e-04}
+  - {value: 8.342000e-04}
+  - {value: 3.818000e-03}
+  - {value: 3.958000e-03}
+  - {value: 3.541000e-04}
+  - {value: -3.443000e-04}
+  - {value: 2.166000e-03}
+  - {value: -6.218000e-04}
+  - {value: 1.474000e-03}
+  - {value: -6.170000e-04}
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+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table467.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table467.yaml
new file mode 100644
index 0000000000..d97589f57e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table467.yaml
@@ -0,0 +1,2097 @@
+dependent_variables:
+- header: {name: 'DSIG/DABS_Y_BOOST (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.096%}
+    - asymerror: {minus: -3.844%, plus: +3.844%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.981%, plus: -3.981%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.007%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.328%, plus: +0.328%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.441%, plus: +0.442%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.274%, plus: +0.168%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.170%, plus: +0.109%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.833%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.755%, plus: -0.751%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.201%, plus: +1.151%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.093%, plus: +1.093%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.089%, plus: +0.337%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.831%, plus: -2.781%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.180%, plus: -0.179%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.460%, plus: +0.574%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.506%, plus: +2.506%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.923%, plus: +0.927%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.555%, plus: +0.378%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.834%, plus: +1.851%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.229%, plus: -0.228%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.064%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.367%, plus: -0.348%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.153%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.485%, plus: +0.565%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.459%, plus: +0.070%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.181%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.903%, plus: +0.592%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.494%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.928%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.317%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.547%, plus: -0.690%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.195%, plus: -0.488%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.248%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.139%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.034%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.321%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.815%, plus: -8.815%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.751%, plus: -8.751%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.353%, plus: +3.288%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.377%, plus: +0.378%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.017%, plus: +1.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.111%, plus: +1.350%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.443%, plus: -0.442%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.220%, plus: -0.226%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.028%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.196%, plus: -0.285%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.293%, plus: +2.988%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.459%, plus: +0.460%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.950661e+02
+  - errors:
+    - {label: stat, symerror: +3.116%}
+    - asymerror: {minus: -2.555%, plus: +2.555%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.091%, plus: -2.091%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.137%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.314%, plus: +0.315%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.457%, plus: +0.458%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.062%, plus: +0.200%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.598%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.264%, plus: -1.043%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.736%, plus: -0.731%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.185%, plus: +1.200%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.140%, plus: +1.140%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.169%, plus: +0.430%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.239%, plus: -2.842%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.539%, plus: +0.988%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.593%, plus: +2.593%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.892%, plus: +0.896%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.042%, plus: +0.228%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.808%, plus: +1.825%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.220%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.036%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.035%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.089%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.278%, plus: -0.234%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.054%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.373%, plus: +0.431%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.856%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.757%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.789%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.505%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.200%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.439%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.376%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.595%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.072%, plus: -0.567%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.292%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.019%, plus: -0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.005%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.108%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.501%, plus: -8.501%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.621%, plus: -4.621%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.352%, plus: +3.478%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.372%, plus: +0.373%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.965%, plus: +0.965%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.753%, plus: +0.718%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.453%, plus: -0.452%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.281%, plus: +0.084%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.125%, plus: -0.139%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.109%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.457%, plus: +3.820%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.470%, plus: +0.471%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.370300e+02
+  - errors:
+    - {label: stat, symerror: +3.168%}
+    - asymerror: {minus: -0.121%, plus: +0.121%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.348%, plus: +4.348%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.335%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.291%, plus: +0.292%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.469%, plus: +0.470%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.231%, plus: +0.334%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.367%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.110%, plus: -2.387%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.776%, plus: -0.771%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.191%, plus: +1.168%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.130%, plus: +1.130%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.270%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.502%, plus: -3.871%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.147%, plus: -0.323%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.208%, plus: +0.508%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.605%, plus: +2.605%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.892%, plus: +0.896%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.373%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.794%, plus: +1.811%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.220%, plus: -0.220%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.440%, plus: -0.423%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.180%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.614%, plus: +0.486%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.325%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.404%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.106%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.695%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.167%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.862%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.137%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.344%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.717%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +6.940%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.512%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.517%, plus: -9.517%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.225%, plus: -4.225%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.249%, plus: +3.359%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.373%, plus: +0.374%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.959%, plus: +0.959%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.367%, plus: +0.944%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.430%, plus: -0.429%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.159%, plus: -0.248%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.142%, plus: -0.258%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.983%, plus: +3.383%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.457%, plus: +0.458%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.906971e+02
+  - errors:
+    - {label: stat, symerror: +2.860%}
+    - asymerror: {minus: -3.394%, plus: +3.394%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.531%, plus: -5.531%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.130%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.296%, plus: +0.296%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.482%, plus: +0.483%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.799%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.568%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.778%, plus: -0.773%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.190%, plus: +1.167%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.084%, plus: +1.084%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.027%, plus: -0.206%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.787%, plus: -2.221%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.018%, plus: -0.225%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.396%, plus: +0.563%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.454%, plus: +2.454%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.905%, plus: +0.909%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.465%, plus: -0.153%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.779%, plus: +1.795%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.212%, plus: -0.211%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.115%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.040%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.186%, plus: +0.064%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.781%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.567%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.021%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.397%, plus: +0.380%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.547%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.932%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.162%, plus: -1.033%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.095%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.881%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.123%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.057%, plus: -9.057%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.626%, plus: -8.626%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.849%, plus: +2.226%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.334%, plus: +0.335%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.922%, plus: +0.922%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.558%, plus: +0.617%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.436%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.034%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.221%, plus: +2.373%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.030%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.470%, plus: +0.472%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.474516e+02
+  - errors:
+    - {label: stat, symerror: +3.054%}
+    - asymerror: {minus: -6.559%, plus: +6.559%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.293%, plus: -9.293%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.145%, plus: +0.353%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.333%, plus: +0.334%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.484%, plus: +0.485%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.266%, plus: +0.549%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.303%, plus: +0.411%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.380%, plus: -1.110%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.818%, plus: -0.812%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.184%, plus: +1.175%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.119%, plus: +1.119%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.019%, plus: -2.542%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.861%, plus: +1.328%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.591%, plus: +2.591%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.896%, plus: +0.899%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.107%, plus: +0.266%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.821%, plus: +1.838%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.228%, plus: -0.227%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.150%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.465%, plus: -0.295%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.230%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.327%, plus: +0.589%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.003%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.642%, plus: +0.307%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.035%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.965%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.478%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.216%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.093%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.051%, plus: -0.658%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.587%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.045%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.241%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.443%, plus: -9.443%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.396%, plus: -7.396%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.557%, plus: +3.916%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.359%, plus: +0.360%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.836%, plus: +0.836%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.208%, plus: +1.421%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.440%, plus: -0.439%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.172%, plus: -0.034%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.229%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.378%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.941%, plus: +3.730%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.023%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.484%, plus: +0.485%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.043455e+02
+  - errors:
+    - {label: stat, symerror: +3.181%}
+    - asymerror: {minus: -2.563%, plus: +2.563%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.296%, plus: -2.296%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.091%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.309%, plus: +0.310%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.446%, plus: +0.447%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.067%, plus: +0.152%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.358%, plus: +0.521%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.037%, plus: -0.761%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.745%, plus: -0.740%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.170%, plus: +1.171%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.156%, plus: +1.156%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.812%, plus: -2.149%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.304%, plus: -0.028%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.617%, plus: +0.485%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.538%, plus: +2.538%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.878%, plus: +0.881%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.238%, plus: +0.266%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.792%, plus: +1.808%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.226%, plus: -0.226%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.020%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.064%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.345%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.036%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.100%, plus: +0.341%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.827%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.424%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.079%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.852%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.827%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.593%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.516%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.490%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.150%, plus: -0.931%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.338%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.018%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.000%, plus: -7.000%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.972%, plus: -4.972%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.148%, plus: +3.032%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.420%, plus: +0.418%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.811%, plus: +0.811%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.906%, plus: +1.197%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.435%, plus: -0.434%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.209%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.272%, plus: -0.242%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.545%, plus: +3.851%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.045%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.471%, plus: +0.473%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.593020e+02
+  - errors:
+    - {label: stat, symerror: +3.248%}
+    - asymerror: {minus: -5.708%, plus: +5.708%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.032%, plus: -6.032%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.102%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.323%, plus: +0.323%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.441%, plus: +0.442%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.231%, plus: +0.233%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.699%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.068%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.765%, plus: -0.760%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.201%, plus: +1.177%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.186%, plus: +1.186%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.365%, plus: +0.637%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.803%, plus: -2.289%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.088%, plus: -0.180%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.776%, plus: +1.036%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.618%, plus: +2.618%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.878%, plus: +0.882%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.177%, plus: +0.558%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.789%, plus: +1.806%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.219%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.036%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.078%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.287%, plus: -0.338%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.106%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.338%, plus: +0.378%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.021%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.066%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.613%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.733%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.713%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.486%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.274%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.280%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.301%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.079%, plus: -1.793%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.018%, plus: -0.680%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.279%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.243%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.008%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.233%, plus: -0.198%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.667%, plus: -5.667%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.607%, plus: -11.607%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.020%, plus: +3.585%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.380%, plus: +0.381%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.777%, plus: +0.777%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.835%, plus: +1.210%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.446%, plus: -0.445%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.100%, plus: +0.033%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.049%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.548%, plus: +3.411%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.472%, plus: +0.473%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.527496e+02
+  - errors:
+    - {label: stat, symerror: +3.265%}
+    - asymerror: {minus: -6.577%, plus: +6.577%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.167%, plus: -2.167%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.148%, plus: +0.264%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.324%, plus: +0.324%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.422%, plus: +0.423%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.180%, plus: +0.448%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.369%, plus: -0.080%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.421%, plus: -0.811%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.797%, plus: -0.791%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.194%, plus: +1.161%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.233%, plus: +1.233%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.092%, plus: -0.031%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.754%, plus: -2.011%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.163%, plus: -0.100%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.869%, plus: +0.721%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.774%, plus: +2.774%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.902%, plus: +0.906%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.346%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.797%, plus: +1.813%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.223%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.110%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.210%, plus: -0.229%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.134%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.036%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.413%, plus: -0.328%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.130%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.371%, plus: +0.589%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.043%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.762%, plus: +0.022%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.047%, plus: -0.169%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.791%, plus: +0.140%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.703%, plus: +0.105%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.322%, plus: +0.271%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.869%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.260%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.083%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.172%, plus: -0.653%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.997%, plus: -0.235%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.015%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.214%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.060%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.403%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.238%, plus: -8.238%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.702%, plus: -7.702%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.823%, plus: +3.384%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.391%, plus: +0.392%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.821%, plus: +0.821%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.188%, plus: +1.387%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.438%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.184%, plus: -0.422%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.195%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.130%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.275%, plus: +4.257%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.084%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.459%, plus: +0.460%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.650263e+02
+  - errors:
+    - {label: stat, symerror: +3.379%}
+    - asymerror: {minus: -4.440%, plus: +4.440%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.388%, plus: -8.388%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.128%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.302%, plus: +0.303%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.467%, plus: +0.468%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.902%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.945%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.796%, plus: -0.790%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.203%, plus: +1.182%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.267%, plus: +1.267%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.381%, plus: +0.117%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.431%, plus: -2.341%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.250%, plus: -0.386%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.853%, plus: +0.921%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.780%, plus: +2.780%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.908%, plus: +0.912%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.801%, plus: +1.818%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.102%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.154%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.016%, plus: -0.338%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.215%, plus: +0.148%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.002%, plus: -0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.849%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.362%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.193%, plus: +0.114%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.213%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.914%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.895%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.174%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.899%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.060%, plus: -1.205%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.236%, plus: -1.628%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.000%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.417%, plus: -7.417%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.700%, plus: -8.700%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.957%, plus: +3.564%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.323%, plus: +0.324%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.851%, plus: +0.851%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.352%, plus: +1.357%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.429%, plus: -0.428%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.102%, plus: +0.257%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.250%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.225%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.202%, plus: +4.121%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.072%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.463%, plus: +0.464%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.192267e+02
+  - errors:
+    - {label: stat, symerror: +3.589%}
+    - asymerror: {minus: -3.719%, plus: +3.719%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.710%, plus: -3.710%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.062%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.335%, plus: +0.336%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.500%, plus: +0.501%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.134%, plus: -0.134%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.105%, plus: +0.397%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.032%, plus: +0.092%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.230%, plus: -1.113%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.785%, plus: -0.779%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.169%, plus: +1.179%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.343%, plus: +1.343%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.189%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.460%, plus: -2.546%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.061%, plus: +0.081%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.538%, plus: +0.669%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.992%, plus: +2.992%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.899%, plus: +0.903%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.265%, plus: +0.561%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.810%, plus: +1.827%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.224%, plus: -0.223%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.066%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.045%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.096%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.382%, plus: -0.233%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.130%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.352%, plus: +0.546%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.050%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.127%, plus: -0.076%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.014%, plus: +0.659%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.680%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.201%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.379%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.147%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.517%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.372%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.459%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.147%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.038%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.035%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.181%, plus: -0.170%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.073%, plus: -8.073%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.025%, plus: -11.025%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.745%, plus: +3.568%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.314%, plus: +0.317%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.943%, plus: +0.943%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.327%, plus: +0.939%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.448%, plus: -0.446%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.231%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.860%, plus: +4.232%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.063%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.483%, plus: +0.484%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.885188e+02
+  - errors:
+    - {label: stat, symerror: +3.937%}
+    - asymerror: {minus: -4.938%, plus: +4.938%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.915%, plus: -12.915%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.136%, plus: +0.361%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.283%, plus: +0.284%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.382%, plus: +0.382%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.107%, plus: -0.107%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.237%, plus: +0.447%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.836%, plus: -0.830%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.180%, plus: +1.128%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.429%, plus: +1.429%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.075%, plus: -3.571%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.060%, plus: -0.124%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.020%, plus: +0.299%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.174%, plus: +3.174%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.906%, plus: +0.910%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.793%, plus: +1.809%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.219%, plus: -0.218%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.013%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.159%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.039%, plus: +0.225%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.437%, plus: -0.440%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.060%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.497%, plus: +0.509%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.398%, plus: +0.046%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.153%, plus: -0.180%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.191%, plus: +0.160%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.741%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.777%, plus: -0.493%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.008%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.060%, plus: +0.059%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.053%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.397%, plus: -0.205%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.235%, plus: -5.235%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.837%, plus: -8.837%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.642%, plus: +2.211%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.317%, plus: +0.318%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.123%, plus: +1.123%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.813%, plus: +1.770%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.439%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.204%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.349%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.099%, plus: +2.715%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.475%, plus: +0.477%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.394654e+02
+  - errors:
+    - {label: stat, symerror: +4.265%}
+    - asymerror: {minus: -1.261%, plus: +1.261%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +10.538%, plus: -10.538%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.067%, plus: +0.211%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.285%, plus: +0.286%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.409%, plus: +0.410%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.198%, plus: +0.277%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.484%, plus: +0.015%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.946%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.869%, plus: -0.862%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.143%, plus: +1.051%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.551%, plus: +1.551%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.413%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.513%, plus: -3.624%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.261%, plus: -0.108%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.775%, plus: +0.868%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.555%, plus: +3.555%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.856%, plus: +0.859%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.052%, plus: -0.182%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.802%, plus: +1.819%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.221%, plus: -0.221%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.058%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.093%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.065%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.087%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.378%, plus: -0.368%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.361%, plus: +0.480%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.725%, plus: +0.214%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.156%, plus: -0.073%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.823%, plus: +0.198%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.686%, plus: +0.301%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.182%, plus: -0.540%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.647%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.009%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.637%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.637%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.450%, plus: -0.764%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.877%, plus: -0.028%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.040%, plus: -0.099%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.295%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.019%, plus: -8.019%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.589%, plus: -7.589%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.642%, plus: +3.063%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.382%, plus: +0.383%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.203%, plus: +1.203%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.068%, plus: +1.237%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.435%, plus: -0.434%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.356%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.369%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.164%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.300%, plus: +3.905%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.005%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.491%, plus: +0.492%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.108276e+02
+  - errors:
+    - {label: stat, symerror: +3.162%}
+    - asymerror: {minus: -1.731%, plus: +1.731%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.033%, plus: +1.033%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.290%, plus: +0.290%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.411%, plus: +0.412%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.111%, plus: -0.111%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.230%, plus: +0.012%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.295%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.142%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.853%, plus: -0.845%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.171%, plus: +1.151%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.246%, plus: +1.246%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.374%, plus: +0.415%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.545%, plus: -3.217%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.250%, plus: +0.336%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.054%, plus: +0.343%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.815%, plus: +2.815%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.843%, plus: +0.847%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.475%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.770%, plus: +1.787%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.224%, plus: -0.223%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.094%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.053%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.363%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.401%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.674%, plus: +0.198%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.804%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.086%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.801%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.174%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.514%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.810%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.378%, plus: -0.440%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.757%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +5.393%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.028%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.896%, plus: -7.896%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.375%, plus: -5.375%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.485%, plus: +2.728%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.336%, plus: +0.337%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.389%, plus: +1.389%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.578%, plus: +1.079%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.418%, plus: -0.417%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.248%, plus: -0.019%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.280%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.999%, plus: +3.105%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.477%, plus: +0.478%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.119631e+02
+  - errors:
+    - {label: stat, symerror: +4.062%}
+    - asymerror: {minus: -3.911%, plus: +3.911%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.131%, plus: -12.131%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.548%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.230%, plus: +0.230%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.476%, plus: +0.478%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.142%, plus: -0.142%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.677%, plus: +0.186%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.947%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.256%, plus: -0.251%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.891%, plus: -0.882%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.189%, plus: +1.111%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.579%, plus: +1.579%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.193%, plus: +0.241%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +5.097%, plus: -2.933%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.653%, plus: -0.501%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.908%, plus: +1.582%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.462%, plus: +3.462%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.812%, plus: +0.816%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.668%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.804%, plus: +1.821%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.226%, plus: -0.226%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.093%, plus: -0.349%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.469%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.321%, plus: -0.722%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.317%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.957%, plus: +0.465%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.310%, plus: -0.286%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.974%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.753%, plus: -0.017%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.298%, plus: -0.229%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.096%, plus: -0.195%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.703%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.761%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.010%, plus: +0.683%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.008%, plus: +0.289%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.617%, plus: -2.791%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.337%, plus: +0.252%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.182%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.399%, plus: -0.516%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.980%, plus: -3.980%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.341%, plus: -8.341%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.358%, plus: +5.247%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.274%, plus: +0.274%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.744%, plus: +1.744%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.580%, plus: +2.965%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.434%, plus: -0.433%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.370%, plus: -0.213%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.005%, plus: -0.493%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.674%, plus: +5.156%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.161%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.503%, plus: +0.504%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.348348e+02
+  - errors:
+    - {label: stat, symerror: +4.000%}
+    - asymerror: {minus: +0.369%, plus: -0.369%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +13.534%, plus: -13.534%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.258%, plus: +0.258%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.421%, plus: +0.422%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.116%, plus: -0.116%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.366%, plus: +0.341%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.923%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.960%, plus: -0.951%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.180%, plus: +1.195%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.386%, plus: +1.386%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.392%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.688%, plus: -3.934%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.412%, plus: +0.024%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.556%, plus: +0.425%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.317%, plus: +3.317%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.826%, plus: +0.828%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.676%, plus: +0.138%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.818%, plus: +1.835%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.241%, plus: -0.240%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.271%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.419%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.298%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.467%, plus: +0.526%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.438%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.118%, plus: +0.118%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.464%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.703%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.722%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.471%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.401%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.773%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.231%, plus: -0.387%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.160%, plus: -3.294%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: +0.084%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.190%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.660%, plus: -4.660%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.833%, plus: -11.833%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.060%, plus: +2.565%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.341%, plus: +0.342%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.872%, plus: +0.872%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.189%, plus: +1.608%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.428%, plus: -0.428%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.117%, plus: -0.063%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.445%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.745%, plus: +2.815%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.498%, plus: +0.499%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.918284e+01
+- header: {name: 'DSIG/DABS_Y_BOOST (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.000113e+02
+   - value: 5.974222e+02
+   - value: 5.927542e+02
+   - value: 5.839054e+02
+   - value: 5.727222e+02
+   - value: 5.564646e+02
+   - value: 5.389217e+02
+   - value: 5.178586e+02
+   - value: 4.943793e+02
+   - value: 4.702836e+02
+   - value: 4.426874e+02
+   - value: 4.143117e+02
+   - value: 3.699936e+02
+   - value: 3.126852e+02
+   - value: 9.809188e+01
+independent_variables:
+- header: {name: 'ABS_Y_BOOST', units: ''}
+  values:
+  - {high: 0.09, low: 0.0}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.6, low: 0.51}
+  - {high: 0.69, low: 0.6}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.4, low: 1.23}
+  - {high: 3.0, low: 1.4}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table468.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table468.yaml
new file mode 100644
index 0000000000..468d4458ed
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table468.yaml
@@ -0,0 +1,685 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.421000e+04}
+  - {value: 1.157000e+04}
+  - {value: 9.479000e+03}
+  - {value: 1.471000e+04}
+  - {value: 1.496000e+04}
+  - {value: 9.893000e+03}
+  - {value: 1.328000e+04}
+  - {value: 1.169000e+04}
+  - {value: 1.260000e+04}
+  - {value: 1.175000e+04}
+  - {value: 1.097000e+04}
+  - {value: 1.017000e+04}
+  - {value: 6.897000e+03}
+  - {value: 8.238000e+03}
+  - {value: 2.518000e+03}
+  - {value: 1.157000e+04}
+  - {value: 1.108000e+04}
+  - {value: 8.863000e+03}
+  - {value: 1.252000e+04}
+  - {value: 1.301000e+04}
+  - {value: 8.680000e+03}
+  - {value: 1.112000e+04}
+  - {value: 1.018000e+04}
+  - {value: 1.076000e+04}
+  - {value: 9.905000e+03}
+  - {value: 9.195000e+03}
+  - {value: 8.802000e+03}
+  - {value: 6.097000e+03}
+  - {value: 6.951000e+03}
+  - {value: 2.126000e+03}
+  - {value: 9.479000e+03}
+  - {value: 8.863000e+03}
+  - {value: 9.725000e+03}
+  - {value: 1.006000e+04}
+  - {value: 9.992000e+03}
+  - {value: 7.287000e+03}
+  - {value: 8.751000e+03}
+  - {value: 8.820000e+03}
+  - {value: 8.093000e+03}
+  - {value: 8.195000e+03}
+  - {value: 6.236000e+03}
+  - {value: 6.597000e+03}
+  - {value: 5.673000e+03}
+  - {value: 4.781000e+03}
+  - {value: 1.526000e+03}
+  - {value: 1.471000e+04}
+  - {value: 1.252000e+04}
+  - {value: 1.006000e+04}
+  - {value: 1.702000e+04}
+  - {value: 1.667000e+04}
+  - {value: 1.076000e+04}
+  - {value: 1.459000e+04}
+  - {value: 1.269000e+04}
+  - {value: 1.398000e+04}
+  - {value: 1.277000e+04}
+  - {value: 1.233000e+04}
+  - {value: 1.137000e+04}
+  - {value: 7.373000e+03}
+  - {value: 9.191000e+03}
+  - {value: 2.831000e+03}
+  - {value: 1.496000e+04}
+  - {value: 1.301000e+04}
+  - {value: 9.992000e+03}
+  - {value: 1.667000e+04}
+  - {value: 1.848000e+04}
+  - {value: 1.123000e+04}
+  - {value: 1.485000e+04}
+  - {value: 1.294000e+04}
+  - {value: 1.464000e+04}
+  - {value: 1.282000e+04}
+  - {value: 1.323000e+04}
+  - {value: 1.222000e+04}
+  - {value: 7.413000e+03}
+  - {value: 9.956000e+03}
+  - {value: 3.035000e+03}
+  - {value: 9.893000e+03}
+  - {value: 8.680000e+03}
+  - {value: 7.287000e+03}
+  - {value: 1.076000e+04}
+  - {value: 1.123000e+04}
+  - {value: 8.100000e+03}
+  - {value: 9.783000e+03}
+  - {value: 8.703000e+03}
+  - {value: 9.340000e+03}
+  - {value: 8.559000e+03}
+  - {value: 8.053000e+03}
+  - {value: 7.616000e+03}
+  - {value: 5.149000e+03}
+  - {value: 6.181000e+03}
+  - {value: 1.887000e+03}
+  - {value: 1.328000e+04}
+  - {value: 1.112000e+04}
+  - {value: 8.751000e+03}
+  - {value: 1.459000e+04}
+  - {value: 1.485000e+04}
+  - {value: 9.783000e+03}
+  - {value: 1.448000e+04}
+  - {value: 1.159000e+04}
+  - {value: 1.274000e+04}
+  - {value: 1.172000e+04}
+  - {value: 1.142000e+04}
+  - {value: 1.032000e+04}
+  - {value: 6.616000e+03}
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+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table469.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table469.yaml
new file mode 100644
index 0000000000..a83dfb00b5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table469.yaml
@@ -0,0 +1,1402 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DT1_PT (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.428%}
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.681%, plus: -4.681%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.034%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.080%, plus: +0.079%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.355%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.432%, plus: -0.449%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.035%, plus: -0.033%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.465%, plus: +0.465%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.577%, plus: -0.178%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.091%, plus: -0.050%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.400%, plus: +3.400%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.139%, plus: -0.139%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.552%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.052%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.072%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.034%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.088%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.021%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.865%, plus: -0.211%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.754%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.874%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.556%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.804%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.934%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.894%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.285%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.076%, plus: +0.981%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.562%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.480%, plus: +0.616%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.176%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.079%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.207%, plus: +4.207%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.697%, plus: -0.697%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.169%, plus: +0.416%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.030%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.368%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.028%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.183%, plus: +0.178%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.163%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.124%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.072%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.276487e-03
+  - errors:
+    - {label: stat, symerror: +3.555%}
+    - asymerror: {minus: +2.322%, plus: -2.322%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.006%, plus: +7.006%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.148%, plus: -0.225%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.196%, plus: -0.195%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.177%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.875%, plus: +0.087%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.840%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.441%, plus: +0.455%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.132%, plus: +0.136%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.133%, plus: +1.133%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.123%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.347%, plus: +0.071%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.044%, plus: +7.044%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.237%, plus: +0.238%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.121%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.082%, plus: +0.079%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.071%, plus: -0.264%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.172%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.225%, plus: -0.281%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.197%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.005%, plus: +0.286%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -2.152%, plus: +0.348%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.482%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.892%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.034%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.784%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.248%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.675%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.016%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.269%, plus: -2.201%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.006%, plus: -1.545%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.195%, plus: +2.100%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.031%, plus: -0.074%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.342%, plus: -0.296%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.150%, plus: -0.197%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.252%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.993%, plus: -9.993%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.429%, plus: +4.429%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.394%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.186%, plus: +0.186%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.766%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.751%, plus: -0.706%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.393%, plus: +0.308%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.470%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.528%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.142%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.184654e-03
+  - errors:
+    - {label: stat, symerror: +4.272%}
+    - asymerror: {minus: -1.301%, plus: +1.301%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.243%, plus: +8.243%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.140%, plus: -0.372%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.207%, plus: -0.205%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.341%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.695%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.509%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.028%, plus: +1.069%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.172%, plus: +0.148%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.404%, plus: +1.404%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.616%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.276%, plus: +0.174%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.742%, plus: +6.742%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.390%, plus: +0.390%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.424%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.164%, plus: +0.158%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.183%, plus: -0.284%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.189%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.070%, plus: -0.375%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.270%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.068%, plus: +0.321%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.051%, plus: -0.344%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.034%, plus: -0.403%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.003%, plus: -0.070%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.016%, plus: -0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.930%, plus: +0.543%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -2.104%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.072%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.670%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.343%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.246%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.337%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.246%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.651%, plus: -2.478%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.029%, plus: -0.058%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.698%, plus: -0.504%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.206%, plus: -0.236%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.318%, plus: +0.525%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +11.561%, plus: -11.561%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.389%, plus: +0.389%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.819%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.046%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.053%, plus: +0.062%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.047%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.186%, plus: -0.075%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.464%, plus: +0.300%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.475%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.256%, plus: -0.393%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.187%, plus: -0.244%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.117%, plus: +0.117%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.970243e-03
+  - errors:
+    - {label: stat, symerror: +4.094%}
+    - asymerror: {minus: -2.303%, plus: +2.303%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -14.561%, plus: +14.561%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.142%, plus: +0.142%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.186%, plus: -0.184%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.305%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.541%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.047%, plus: -0.279%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.351%, plus: +1.407%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.101%, plus: +0.094%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.366%, plus: +1.366%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.288%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.751%, plus: +1.290%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.406%, plus: +0.429%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.254%, plus: +5.254%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.404%, plus: +0.405%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.172%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.189%, plus: +0.182%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.088%, plus: +0.088%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.045%, plus: -0.229%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.091%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.115%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.058%, plus: -0.220%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.016%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.456%, plus: +0.655%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.235%, plus: -1.378%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.094%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.074%, plus: -1.310%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.792%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.214%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.272%, plus: -1.822%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.637%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.611%, plus: -3.588%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.045%, plus: -0.082%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.479%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.204%, plus: -0.173%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.156%, plus: -9.156%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.779%, plus: +0.779%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.280%, plus: -0.937%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.095%, plus: +0.104%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.662%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.072%, plus: -0.069%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.221%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.460%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.338%, plus: -0.312%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.172%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.259%, plus: +0.259%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.144136e-03
+  - errors:
+    - {label: stat, symerror: +4.005%}
+    - asymerror: {minus: -0.163%, plus: +0.163%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -15.959%, plus: +15.959%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.220%, plus: +0.220%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.146%, plus: -0.145%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.107%, plus: -0.107%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.507%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.839%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.556%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.505%, plus: +1.568%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.011%, plus: +0.020%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.314%, plus: +1.314%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.569%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.486%, plus: +1.701%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.413%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.527%, plus: +4.527%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.392%, plus: +0.393%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.264%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.207%, plus: +0.199%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.160%, plus: +0.160%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.138%, plus: -0.138%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.053%, plus: -0.311%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.121%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.359%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.275%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.196%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.310%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.668%, plus: +0.563%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.530%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.873%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.868%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.110%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.152%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.565%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.178%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.466%, plus: -2.237%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.187%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.576%, plus: -5.355%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.048%, plus: -0.063%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.242%, plus: -0.218%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.186%, plus: -0.211%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.055%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.317%, plus: -7.317%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.531%, plus: -1.725%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.096%, plus: +0.104%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.180%, plus: -1.096%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.269%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.409%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.351%, plus: -1.027%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.161%, plus: -0.207%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.388%, plus: +0.388%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.314719e-04
+  - errors:
+    - {label: stat, symerror: +3.999%}
+    - asymerror: {minus: -0.533%, plus: +0.533%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -16.649%, plus: +16.649%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.009%, plus: -0.413%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.325%, plus: +0.325%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.130%, plus: -0.129%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.082%, plus: -0.082%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.030%, plus: -0.417%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.915%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.593%, plus: +1.659%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.122%, plus: -0.110%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.310%, plus: +1.310%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.582%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.349%, plus: +1.936%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.126%, plus: -0.182%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.001%, plus: +4.001%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.331%, plus: +0.331%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.305%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.162%, plus: +0.154%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.241%, plus: +0.242%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.137%, plus: -0.137%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.048%, plus: -0.353%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.169%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.261%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.180%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.443%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.170%, plus: -0.467%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.031%, plus: -0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.858%, plus: +0.444%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.978%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.501%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.367%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.611%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.236%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.300%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.063%, plus: -2.263%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.109%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.410%, plus: -4.398%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.025%, plus: -0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.235%, plus: -0.323%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.216%, plus: -0.264%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.222%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.199%, plus: -6.199%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.892%, plus: -2.892%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.740%, plus: -2.122%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.052%, plus: -0.051%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.155%, plus: +0.164%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.216%, plus: -0.216%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.151%, plus: -1.473%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.123%, plus: -0.124%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.416%, plus: -0.510%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.453%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.484%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.721%, plus: -1.522%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.163%, plus: -0.301%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.506%, plus: +0.507%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.603255e-04
+  - errors:
+    - {label: stat, symerror: +4.149%}
+    - asymerror: {minus: -2.384%, plus: +2.384%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -17.042%, plus: +17.042%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.137%, plus: -0.184%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.470%, plus: +0.471%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.089%, plus: -0.088%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.065%, plus: -0.334%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.913%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.535%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.686%, plus: +1.755%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.224%, plus: -0.222%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.361%, plus: +1.361%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.326%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.514%, plus: +1.939%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.929%, plus: +3.929%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.314%, plus: +0.315%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.189%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.099%, plus: +0.092%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.316%, plus: +0.317%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.023%, plus: -0.169%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.121%, plus: +0.265%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.032%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.089%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.090%, plus: +0.296%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.013%, plus: -0.232%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.271%, plus: -0.313%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.028%, plus: -0.039%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -2.083%, plus: +0.369%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -2.233%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.335%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.439%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.075%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.146%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.544%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.280%, plus: -2.119%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.105%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.903%, plus: -4.459%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.037%, plus: -0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.357%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.159%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.920%, plus: -5.920%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.474%, plus: -1.474%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.708%, plus: -2.375%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.053%, plus: -0.052%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.243%, plus: +0.252%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.325%, plus: -0.325%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.215%, plus: -1.344%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.235%, plus: -0.236%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.299%, plus: -0.380%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.221%, plus: +0.236%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.530%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.227%, plus: -1.180%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.164%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.582%, plus: +0.583%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.090724e-04
+  - errors:
+    - {label: stat, symerror: +4.405%}
+    - asymerror: {minus: -4.725%, plus: +4.725%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -15.099%, plus: +15.099%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.112%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.569%, plus: +0.570%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.072%, plus: -0.071%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.175%, plus: -0.344%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.276%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.644%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.693%, plus: +1.762%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.288%, plus: -0.343%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.414%, plus: +1.414%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.129%, plus: +1.991%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.005%, plus: -0.024%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.014%, plus: +4.014%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.248%, plus: +0.249%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.201%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.029%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.370%, plus: +0.371%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.119%, plus: -0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.127%, plus: +0.223%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.077%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.141%, plus: +0.382%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.029%, plus: -0.265%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.420%, plus: -0.330%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.011%, plus: -0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.029%, plus: -0.026%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -2.176%, plus: +0.555%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.773%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.272%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.735%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.026%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.607%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.148%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.242%, plus: -2.531%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.467%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.850%, plus: -5.302%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.031%, plus: -0.060%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.108%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.247%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.617%, plus: -5.617%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.576%, plus: -3.576%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.017%, plus: -2.739%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.274%, plus: +0.284%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.350%, plus: -0.350%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.667%, plus: -1.331%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.382%, plus: -0.383%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.114%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.520%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.476%, plus: -1.606%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.184%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.643%, plus: +0.644%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.167297e-04
+  - errors:
+    - {label: stat, symerror: +4.802%}
+    - asymerror: {minus: -5.664%, plus: +5.664%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -15.092%, plus: +15.092%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.276%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.684%, plus: +0.686%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.338%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.958%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.768%, plus: +1.841%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.321%, plus: -0.343%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.494%, plus: +1.494%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.599%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.560%, plus: +1.451%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.264%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.977%, plus: +3.977%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.092%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.554%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.154%, plus: -0.157%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.439%, plus: +0.442%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.202%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.001%, plus: -0.315%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.082%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.060%, plus: -0.438%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.603%, plus: +0.254%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.923%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.911%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.971%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.127%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.018%, plus: -2.519%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.041%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.403%, plus: -8.211%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.026%, plus: -0.066%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.446%, plus: +0.626%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.134%, plus: -0.191%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.527%, plus: -0.501%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.955%, plus: -3.955%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.221%, plus: -5.221%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.058%, plus: -2.150%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.308%, plus: +0.318%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.110%, plus: +0.111%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.369%, plus: -0.369%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.280%, plus: -1.443%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.701%, plus: -0.702%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.136%, plus: -0.086%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.384%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -1.087%, plus: +0.263%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.205%, plus: -0.471%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.039%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.690%, plus: +0.692%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.715170e-05
+  - errors:
+    - {label: stat, symerror: +5.386%}
+    - asymerror: {minus: -7.222%, plus: +7.222%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -17.174%, plus: +17.174%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.725%, plus: +0.727%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.034%, plus: -0.363%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.401%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.117%, plus: +1.079%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.781%, plus: +1.853%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.327%, plus: -0.325%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.302%, plus: +1.302%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.496%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.336%, plus: +1.396%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.380%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.068%, plus: +0.012%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.066%, plus: +3.066%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.059%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.135%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.463%, plus: -0.460%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.510%, plus: +0.513%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.089%, plus: -0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.264%, plus: +0.378%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.227%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.194%, plus: +0.357%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.217%, plus: -0.305%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.167%, plus: +0.781%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.221%, plus: -1.506%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.005%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.838%, plus: -0.786%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.273%, plus: -1.289%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.426%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.499%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.609%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.238%, plus: -1.416%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.001%, plus: -6.948%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.033%, plus: -0.051%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.716%, plus: +1.198%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.193%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.561%, plus: -0.311%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.876%, plus: -2.876%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.897%, plus: -5.897%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.909%, plus: -1.945%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.016%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.410%, plus: +0.420%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.168%, plus: +0.168%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.500%, plus: -0.500%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.196%, plus: -1.365%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.318%, plus: -1.316%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.477%, plus: -0.569%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.935%, plus: +0.237%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.704%, plus: +1.211%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.147%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.655%, plus: +0.657%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.385356e-05
+- header: {name: '1/SIG*DSIG/DT1_PT (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.180674e-03
+   - value: 3.201992e-03
+   - value: 1.982605e-03
+   - value: 1.218942e-03
+   - value: 7.417585e-04
+   - value: 4.418560e-04
+   - value: 2.561584e-04
+   - value: 1.476236e-04
+   - value: 8.234056e-05
+   - value: 1.665493e-05
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 165.0, low: 0.0}
+  - {high: 205.0, low: 165.0}
+  - {high: 240.0, low: 205.0}
+  - {high: 275.0, low: 240.0}
+  - {high: 310.0, low: 275.0}
+  - {high: 350.0, low: 310.0}
+  - {high: 390.0, low: 350.0}
+  - {high: 435.0, low: 390.0}
+  - {high: 485.0, low: 435.0}
+  - {high: 810.0, low: 485.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table47.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table47.yaml
new file mode 100644
index 0000000000..70f03cea36
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table47.yaml
@@ -0,0 +1,310 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.949000e-01}
+  - {value: 3.693000e-01}
+  - {value: 3.043000e-01}
+  - {value: 3.724000e-01}
+  - {value: 3.615000e-01}
+  - {value: 2.445000e-01}
+  - {value: 1.964000e-01}
+  - {value: 1.487000e-01}
+  - {value: 9.185000e-02}
+  - {value: 1.459000e-02}
+  - {value: 3.693000e-01}
+  - {value: 1.026000e+00}
+  - {value: 7.947000e-01}
+  - {value: 9.740000e-01}
+  - {value: 9.562000e-01}
+  - {value: 6.766000e-01}
+  - {value: 5.207000e-01}
+  - {value: 3.639000e-01}
+  - {value: 2.269000e-01}
+  - {value: 3.566000e-02}
+  - {value: 3.043000e-01}
+  - {value: 7.947000e-01}
+  - {value: 7.736000e-01}
+  - {value: 8.229000e-01}
+  - {value: 7.920000e-01}
+  - {value: 5.874000e-01}
+  - {value: 4.478000e-01}
+  - {value: 3.180000e-01}
+  - {value: 2.002000e-01}
+  - {value: 3.153000e-02}
+  - {value: 3.724000e-01}
+  - {value: 9.740000e-01}
+  - {value: 8.229000e-01}
+  - {value: 1.058000e+00}
+  - {value: 9.549000e-01}
+  - {value: 6.854000e-01}
+  - {value: 5.360000e-01}
+  - {value: 3.781000e-01}
+  - {value: 2.287000e-01}
+  - {value: 3.665000e-02}
+  - {value: 3.615000e-01}
+  - {value: 9.562000e-01}
+  - {value: 7.920000e-01}
+  - {value: 9.549000e-01}
+  - {value: 1.218000e+00}
+  - {value: 7.181000e-01}
+  - {value: 5.398000e-01}
+  - {value: 3.521000e-01}
+  - {value: 2.164000e-01}
+  - {value: 3.546000e-02}
+  - {value: 2.445000e-01}
+  - {value: 6.766000e-01}
+  - {value: 5.874000e-01}
+  - {value: 6.854000e-01}
+  - {value: 7.181000e-01}
+  - {value: 5.612000e-01}
+  - {value: 3.929000e-01}
+  - {value: 2.563000e-01}
+  - {value: 1.798000e-01}
+  - {value: 2.620000e-02}
+  - {value: 1.964000e-01}
+  - {value: 5.207000e-01}
+  - {value: 4.478000e-01}
+  - {value: 5.360000e-01}
+  - {value: 5.398000e-01}
+  - {value: 3.929000e-01}
+  - {value: 3.538000e-01}
+  - {value: 2.038000e-01}
+  - {value: 1.471000e-01}
+  - {value: 2.031000e-02}
+  - {value: 1.487000e-01}
+  - {value: 3.639000e-01}
+  - {value: 3.180000e-01}
+  - {value: 3.781000e-01}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table470.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table470.yaml
new file mode 100644
index 0000000000..1918febb36
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table470.yaml
@@ -0,0 +1,310 @@
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+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table471.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table471.yaml
new file mode 100644
index 0000000000..2ff96b2a57
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table471.yaml
@@ -0,0 +1,1402 @@
+dependent_variables:
+- header: {name: 'DSIG/DT1_PT (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.890%}
+    - asymerror: {minus: -1.598%, plus: +1.598%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +16.304%, plus: -16.304%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.194%, plus: +0.501%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.668%, plus: +0.670%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.164%, plus: +0.712%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.897%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.203%, plus: -0.518%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.658%, plus: -2.644%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.175%, plus: +1.160%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.507%, plus: +1.507%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.653%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.892%, plus: -4.120%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.462%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.530%, plus: +0.634%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -11.131%, plus: +11.131%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.422%, plus: +0.419%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +1.910%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.631%, plus: +1.651%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.442%, plus: -0.441%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.156%, plus: +0.418%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.298%, plus: -0.333%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.059%, plus: +0.389%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.234%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.403%, plus: -0.610%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.005%, plus: +0.492%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.506%, plus: +0.851%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: +0.061%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +2.055%, plus: -0.731%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +2.149%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.786%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.264%, plus: +1.669%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.842%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.164%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.250%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.154%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.258%, plus: +2.620%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.928%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.581%, plus: +4.444%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.049%, plus: +0.084%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.432%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.290%, plus: +0.320%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.128%, plus: -0.416%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.123%, plus: +6.123%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.733%, plus: -4.733%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.460%, plus: +5.288%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.178%, plus: +0.165%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.727%, plus: +0.727%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.068%, plus: +2.728%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.240%, plus: -0.240%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.306%, plus: +0.392%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.512%, plus: -0.230%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.756%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.425%, plus: +4.560%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.261%, plus: +0.295%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.030%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.035677e+00
+  - errors:
+    - {label: stat, symerror: +2.868%}
+    - asymerror: {minus: +0.728%, plus: -0.728%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.042%, plus: -6.042%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.012%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.393%, plus: +0.394%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.317%, plus: +0.404%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.340%, plus: +0.426%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.100%, plus: -1.606%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.766%, plus: -1.760%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.340%, plus: +1.330%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.035%, plus: +1.035%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.030%, plus: +0.178%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.118%, plus: -4.471%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.260%, plus: -0.170%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.965%, plus: +0.756%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.450%, plus: +4.450%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.795%, plus: +0.798%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.215%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.763%, plus: +1.782%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.428%, plus: -0.427%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.046%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.053%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.200%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.051%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.377%, plus: -0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.036%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.622%, plus: +0.579%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.003%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.998%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.116%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.004%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.412%, plus: +0.061%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.773%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.994%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.779%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.146%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.087%, plus: -0.614%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.128%, plus: -1.187%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.302%, plus: +5.985%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.085%, plus: -0.229%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.062%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.294%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.338%, plus: -8.338%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.185%, plus: +0.185%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.675%, plus: +4.476%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.208%, plus: +0.206%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.939%, plus: +0.939%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.023%, plus: +1.853%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.265%, plus: -0.265%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.627%, plus: -0.494%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.047%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.417%, plus: -0.404%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.811%, plus: +3.763%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.047%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.081%, plus: +0.080%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.005325e+00
+  - errors:
+    - {label: stat, symerror: +2.229%}
+    - asymerror: {minus: -2.955%, plus: +2.955%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.956%, plus: -4.956%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.020%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.383%, plus: +0.383%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.219%, plus: +0.239%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.278%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.166%, plus: -1.159%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.379%, plus: +1.342%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.852%, plus: +0.852%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.959%, plus: -3.782%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.086%, plus: -0.113%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.562%, plus: +0.828%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.554%, plus: +2.554%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.947%, plus: +0.951%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.844%, plus: +1.863%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.382%, plus: -0.381%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.036%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.045%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.124%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.315%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.472%, plus: +0.322%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.773%, plus: +0.019%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.748%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.187%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.690%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.337%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.992%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.752%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.886%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.474%, plus: +1.233%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.440%, plus: -0.437%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.181%, plus: +0.221%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.934%, plus: -9.934%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.691%, plus: -3.691%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.408%, plus: +3.993%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.260%, plus: +0.261%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.880%, plus: +0.880%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.966%, plus: +1.281%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.279%, plus: -0.279%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.118%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.248%, plus: -0.408%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.061%, plus: +3.882%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.222%, plus: +0.222%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.859298e+00
+  - errors:
+    - {label: stat, symerror: +1.975%}
+    - asymerror: {minus: -3.972%, plus: +3.972%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.591%, plus: +0.591%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.227%, plus: +0.233%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.152%, plus: +0.151%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.404%, plus: +0.405%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.166%, plus: -0.166%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.257%, plus: +0.275%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.207%, plus: -1.049%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.835%, plus: -0.829%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.309%, plus: +1.288%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.755%, plus: +0.755%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.097%, plus: +0.326%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.507%, plus: -2.710%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.155%, plus: -0.121%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.023%, plus: +1.116%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.770%, plus: +1.770%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.962%, plus: +0.966%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.230%, plus: +0.163%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.869%, plus: +1.887%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.322%, plus: -0.321%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.072%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.135%, plus: -0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.037%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.031%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.443%, plus: -0.463%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.139%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.449%, plus: +0.507%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.294%, plus: +0.131%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.188%, plus: -0.012%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.208%, plus: +0.021%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.428%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.541%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.083%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.090%, plus: -0.229%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.119%, plus: -0.275%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.534%, plus: +0.080%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.008%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.274%, plus: -0.141%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.485%, plus: -7.485%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.316%, plus: -3.316%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.073%, plus: +3.869%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.302%, plus: +0.303%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.750%, plus: +0.750%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.431%, plus: +1.674%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.289%, plus: -0.289%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.145%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.126%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.140%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.025%, plus: +3.966%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.017%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.363%, plus: +0.364%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.079709e+00
+  - errors:
+    - {label: stat, symerror: +1.988%}
+    - asymerror: {minus: -1.798%, plus: +1.798%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.819%, plus: +1.819%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.290%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.229%, plus: +0.229%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.443%, plus: +0.444%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.173%, plus: -0.172%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.358%, plus: +0.072%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.304%, plus: +0.049%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.140%, plus: -1.324%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.678%, plus: -0.671%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.220%, plus: +1.213%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.737%, plus: +0.737%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.740%, plus: -2.315%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.847%, plus: +0.676%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.429%, plus: +1.429%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.950%, plus: +0.954%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.138%, plus: +0.069%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.887%, plus: +1.905%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.249%, plus: -0.249%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.102%, plus: -0.102%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.105%, plus: -0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.265%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.186%, plus: -0.421%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.148%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.513%, plus: +0.319%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.508%, plus: +0.039%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.439%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.986%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.365%, plus: +0.357%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.990%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.899%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.681%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.308%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.283%, plus: -0.651%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.827%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.411%, plus: -1.754%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.014%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.025%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.082%, plus: -0.244%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.613%, plus: -5.613%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.171%, plus: -4.171%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.834%, plus: +3.042%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.303%, plus: +0.303%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.641%, plus: +0.641%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.089%, plus: +1.230%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.325%, plus: -0.325%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.191%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.013%, plus: +3.221%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.492%, plus: +0.493%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.959136e-01
+  - errors:
+    - {label: stat, symerror: +2.013%}
+    - asymerror: {minus: -2.174%, plus: +2.174%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.425%, plus: +2.425%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.334%, plus: +0.335%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.459%, plus: +0.460%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.165%, plus: +0.163%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.380%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.089%, plus: -0.917%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.588%, plus: -0.582%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.088%, plus: +1.081%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.742%, plus: +0.742%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.840%, plus: -2.089%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.495%, plus: +0.501%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.206%, plus: +1.206%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.888%, plus: +0.892%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.181%, plus: +0.028%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.842%, plus: +1.859%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.168%, plus: -0.168%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.056%, plus: -0.219%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.116%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.202%, plus: -0.287%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.337%, plus: +0.258%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.013%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.700%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.621%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.610%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.931%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.598%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.990%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.676%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.063%, plus: -0.749%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.227%, plus: -0.761%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.005%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.203%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.474%, plus: -4.474%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.838%, plus: -6.838%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.633%, plus: +2.627%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.362%, plus: +0.363%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.534%, plus: +0.534%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.117%, plus: +0.844%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.393%, plus: -0.392%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.293%, plus: -0.297%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.116%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.659%, plus: +2.705%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.611%, plus: +0.613%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.400355e-01
+  - errors:
+    - {label: stat, symerror: +2.250%}
+    - asymerror: {minus: -4.055%, plus: +4.055%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.770%, plus: +2.770%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.023%, plus: +0.198%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.479%, plus: +0.480%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.500%, plus: +0.502%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.131%, plus: +0.246%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.378%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.003%, plus: -1.304%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.493%, plus: -0.488%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.987%, plus: +0.968%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.830%, plus: +0.830%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.135%, plus: +0.230%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.668%, plus: -2.086%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.351%, plus: -0.140%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.554%, plus: +0.858%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.119%, plus: +1.119%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.872%, plus: +0.875%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.137%, plus: +0.146%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.780%, plus: +1.796%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.095%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.056%, plus: -0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.292%, plus: -0.207%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.007%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.236%, plus: +0.413%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.928%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.879%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.451%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.205%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.066%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.892%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.660%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.098%, plus: -0.530%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.072%, plus: -0.745%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.710%, plus: -0.824%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.300%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.190%, plus: -4.190%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.477%, plus: -5.477%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.664%, plus: +2.361%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.450%, plus: +0.452%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.424%, plus: +0.424%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.054%, plus: +0.976%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.505%, plus: -0.504%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.176%, plus: -0.167%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.132%, plus: +3.061%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.025%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.686%, plus: +0.688%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.972994e-01
+  - errors:
+    - {label: stat, symerror: +2.657%}
+    - asymerror: {minus: -6.435%, plus: +6.435%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.064%, plus: +1.064%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.048%, plus: +0.287%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.578%, plus: +0.579%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.517%, plus: +0.519%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.082%, plus: -0.082%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.236%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.744%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.411%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.486%, plus: -0.482%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.924%, plus: +0.846%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.922%, plus: +0.922%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.291%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.069%, plus: -2.036%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.373%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.751%, plus: +0.616%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.118%, plus: +1.118%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.806%, plus: +0.809%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.711%, plus: +1.725%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.098%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.081%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.241%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.088%, plus: +0.396%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.022%, plus: +0.031%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.413%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.388%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.890%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.017%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.351%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.258%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.059%, plus: -0.948%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.108%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.657%, plus: -1.699%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.194%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.103%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.299%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.881%, plus: -3.881%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.494%, plus: -7.494%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.368%, plus: +1.980%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.481%, plus: +0.483%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.398%, plus: +0.398%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.608%, plus: +0.989%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.652%, plus: -0.650%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.149%, plus: +0.039%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.234%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.234%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.851%, plus: +2.618%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.005%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.747%, plus: +0.750%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.101567e-01
+  - errors:
+    - {label: stat, symerror: +3.223%}
+    - asymerror: {minus: -7.389%, plus: +7.389%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.057%, plus: +1.057%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.436%, plus: +0.259%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.693%, plus: +0.696%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.561%, plus: +0.563%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.263%, plus: +0.242%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.423%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.989%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.409%, plus: -0.404%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.892%, plus: +0.846%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.029%, plus: +1.029%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.408%, plus: +0.051%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.663%, plus: -2.555%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.103%, plus: -0.166%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.748%, plus: +0.505%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.045%, plus: +1.045%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.651%, plus: +0.652%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.225%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.532%, plus: +1.543%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.193%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.023%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.253%, plus: +0.253%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.147%, plus: -0.359%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.300%, plus: -0.284%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.292%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.446%, plus: +0.287%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.003%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.442%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.564%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.023%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.939%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.961%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.881%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.937%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.680%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.178%, plus: -4.719%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.701%, plus: +0.693%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.078%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.665%, plus: -0.802%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.189%, plus: -2.189%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.072%, plus: -9.072%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.329%, plus: +2.597%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.516%, plus: +0.518%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.380%, plus: +0.380%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.990%, plus: +0.875%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.972%, plus: -0.969%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.298%, plus: -0.524%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.492%, plus: +0.331%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.110%, plus: +3.801%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.150%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.794%, plus: +0.797%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.337038e-02
+  - errors:
+    - {label: stat, symerror: +4.041%}
+    - asymerror: {minus: -8.972%, plus: +8.972%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.886%, plus: +2.886%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.172%, plus: +0.294%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.734%, plus: +0.736%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.594%, plus: +0.596%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.162%, plus: +0.217%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.187%, plus: -0.064%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.299%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.396%, plus: -0.393%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.886%, plus: +0.863%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.776%, plus: +0.776%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.305%, plus: +0.442%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.897%, plus: -2.608%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.687%, plus: +0.697%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.901%, plus: +0.901%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.501%, plus: +0.501%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.200%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.228%, plus: +1.234%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.028%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.039%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.032%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.373%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.188%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.203%, plus: +0.323%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.291%, plus: +0.421%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.001%, plus: +0.255%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.174%, plus: -0.141%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.110%, plus: +0.018%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.332%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.187%, plus: -0.273%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.186%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.641%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.477%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.185%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.123%, plus: +0.294%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.784%, plus: -3.407%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.970%, plus: +1.266%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.019%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.699%, plus: -0.612%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.090%, plus: -1.090%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.721%, plus: -9.721%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.472%, plus: +2.812%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.617%, plus: +0.620%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.247%, plus: +0.247%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.072%, plus: +0.954%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.591%, plus: -1.581%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.354%, plus: -0.357%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.314%, plus: -0.245%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.338%, plus: +0.304%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.980%, plus: +5.555%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.042%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.759%, plus: +0.762%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.307346e-02
+- header: {name: 'DSIG/DT1_PT (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.485702e+00
+   - value: 2.669711e+00
+   - value: 1.653028e+00
+   - value: 1.016312e+00
+   - value: 6.184527e-01
+   - value: 3.684044e-01
+   - value: 2.135761e-01
+   - value: 1.230835e-01
+   - value: 6.865273e-02
+   - value: 1.388631e-02
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 165.0, low: 0.0}
+  - {high: 205.0, low: 165.0}
+  - {high: 240.0, low: 205.0}
+  - {high: 275.0, low: 240.0}
+  - {high: 310.0, low: 275.0}
+  - {high: 350.0, low: 310.0}
+  - {high: 390.0, low: 350.0}
+  - {high: 435.0, low: 390.0}
+  - {high: 485.0, low: 435.0}
+  - {high: 810.0, low: 485.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table472.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table472.yaml
new file mode 100644
index 0000000000..52205ba7a2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table472.yaml
@@ -0,0 +1,310 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.304000e+00}
+  - {value: 3.844000e-01}
+  - {value: 2.086000e-01}
+  - {value: 7.381000e-02}
+  - {value: 4.010000e-02}
+  - {value: 2.407000e-02}
+  - {value: 1.235000e-02}
+  - {value: 9.784000e-03}
+  - {value: 6.835000e-03}
+  - {value: 1.300000e-03}
+  - {value: 3.844000e-01}
+  - {value: 2.936000e-01}
+  - {value: 1.663000e-01}
+  - {value: 6.546000e-02}
+  - {value: 3.413000e-02}
+  - {value: 1.789000e-02}
+  - {value: 9.287000e-03}
+  - {value: 6.344000e-03}
+  - {value: 3.911000e-03}
+  - {value: 7.469000e-04}
+  - {value: 2.086000e-01}
+  - {value: 1.663000e-01}
+  - {value: 1.185000e-01}
+  - {value: 4.972000e-02}
+  - {value: 2.513000e-02}
+  - {value: 1.398000e-02}
+  - {value: 7.509000e-03}
+  - {value: 4.865000e-03}
+  - {value: 2.998000e-03}
+  - {value: 5.670000e-04}
+  - {value: 7.381000e-02}
+  - {value: 6.546000e-02}
+  - {value: 4.972000e-02}
+  - {value: 2.437000e-02}
+  - {value: 1.237000e-02}
+  - {value: 6.934000e-03}
+  - {value: 3.796000e-03}
+  - {value: 2.372000e-03}
+  - {value: 1.482000e-03}
+  - {value: 2.920000e-04}
+  - {value: 4.010000e-02}
+  - {value: 3.413000e-02}
+  - {value: 2.513000e-02}
+  - {value: 1.237000e-02}
+  - {value: 7.149000e-03}
+  - {value: 4.017000e-03}
+  - {value: 2.107000e-03}
+  - {value: 1.364000e-03}
+  - {value: 8.884000e-04}
+  - {value: 1.798000e-04}
+  - {value: 2.407000e-02}
+  - {value: 1.789000e-02}
+  - {value: 1.398000e-02}
+  - {value: 6.934000e-03}
+  - {value: 4.017000e-03}
+  - {value: 2.517000e-03}
+  - {value: 1.296000e-03}
+  - {value: 8.269000e-04}
+  - {value: 5.409000e-04}
+  - {value: 1.114000e-04}
+  - {value: 1.235000e-02}
+  - {value: 9.287000e-03}
+  - {value: 7.509000e-03}
+  - {value: 3.796000e-03}
+  - {value: 2.107000e-03}
+  - {value: 1.296000e-03}
+  - {value: 7.296000e-04}
+  - {value: 4.442000e-04}
+  - {value: 2.834000e-04}
+  - {value: 5.824000e-05}
+  - {value: 9.784000e-03}
+  - {value: 6.344000e-03}
+  - {value: 4.865000e-03}
+  - {value: 2.372000e-03}
+  - {value: 1.364000e-03}
+  - {value: 8.269000e-04}
+  - {value: 4.442000e-04}
+  - {value: 3.030000e-04}
+  - {value: 1.930000e-04}
+  - {value: 3.889000e-05}
+  - {value: 6.835000e-03}
+  - {value: 3.911000e-03}
+  - {value: 2.998000e-03}
+  - {value: 1.482000e-03}
+  - {value: 8.884000e-04}
+  - {value: 5.409000e-04}
+  - {value: 2.834000e-04}
+  - {value: 1.930000e-04}
+  - {value: 1.376000e-04}
+  - {value: 2.713000e-05}
+  - {value: 1.300000e-03}
+  - {value: 7.469000e-04}
+  - {value: 5.670000e-04}
+  - {value: 2.920000e-04}
+  - {value: 1.798000e-04}
+  - {value: 1.114000e-04}
+  - {value: 5.824000e-05}
+  - {value: 3.889000e-05}
+  - {value: 2.713000e-05}
+  - {value: 6.171000e-06}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 810.00, low: 485.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 205.00, low: 165.00}
+  - {high: 240.00, low: 205.00}
+  - {high: 275.00, low: 240.00}
+  - {high: 310.00, low: 275.00}
+  - {high: 350.00, low: 310.00}
+  - {high: 390.00, low: 350.00}
+  - {high: 435.00, low: 390.00}
+  - {high: 485.00, low: 435.00}
+  - {high: 810.00, low: 485.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table473.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table473.yaml
new file mode 100644
index 0000000000..e5d7f6a542
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table473.yaml
@@ -0,0 +1,1680 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DABS_TT_Y (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.673%}
+    - asymerror: {minus: -0.551%, plus: +0.551%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.323%, plus: +4.323%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.010%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.016%, plus: +0.005%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.947%, plus: +0.947%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.077%, plus: +0.087%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.129%, plus: +0.107%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.157%, plus: -0.165%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.077%, plus: -0.139%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.193%, plus: +2.193%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.173%, plus: +0.021%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.108%, plus: -0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.215%, plus: +0.166%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.699%, plus: +0.009%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.576%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.568%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.721%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.474%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.702%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.613%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.420%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.181%, plus: -0.137%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.119%, plus: -0.372%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.386%, plus: +2.009%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.007%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.101%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.238%, plus: -2.238%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.242%, plus: +0.242%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.491%, plus: +0.260%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.027%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.160%, plus: -0.160%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.378%, plus: -0.177%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.090%, plus: -0.201%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.048442e-01
+  - errors:
+    - {label: stat, symerror: +2.475%}
+    - asymerror: {minus: +1.725%, plus: -1.725%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.776%, plus: +6.776%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.024%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.016%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.227%, plus: -0.032%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.239%, plus: +0.050%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.104%, plus: -0.589%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.015%, plus: +0.032%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.912%, plus: +0.912%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.243%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.101%, plus: -0.019%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.003%, plus: -0.098%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.093%, plus: +2.093%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.409%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.004%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.106%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.081%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.109%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.126%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.020%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.078%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.015%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.645%, plus: -0.221%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.473%, plus: +0.224%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.239%, plus: -0.436%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.281%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.158%, plus: -0.166%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.900%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.045%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.269%, plus: +0.145%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.140%, plus: +0.384%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.194%, plus: +5.849%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.016%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.166%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.058%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.233%, plus: -2.233%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.900%, plus: +3.900%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.203%, plus: +0.100%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.211%, plus: -0.211%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.683%, plus: -0.150%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.226%, plus: +0.087%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.137%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.062%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.190%, plus: +0.270%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.063%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.374748e-01
+  - errors:
+    - {label: stat, symerror: +2.571%}
+    - asymerror: {minus: -1.429%, plus: +1.429%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.234%, plus: -0.234%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.018%, plus: +0.019%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.036%, plus: +0.035%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.355%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.219%, plus: -0.100%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.024%, plus: +0.028%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.959%, plus: +0.959%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.093%, plus: -0.141%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.416%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.064%, plus: +0.049%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.195%, plus: +2.195%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.008%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.003%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.086%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.447%, plus: +0.073%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.398%, plus: +0.369%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.057%, plus: +0.245%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.272%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.548%, plus: +0.273%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.031%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.339%, plus: -1.339%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.266%, plus: +0.266%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.477%, plus: +0.087%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.303%, plus: -0.303%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.226%, plus: -0.406%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.072%, plus: +0.261%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.545%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.422349e-01
+  - errors:
+    - {label: stat, symerror: +2.592%}
+    - asymerror: {minus: -2.645%, plus: +2.645%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.446%, plus: +2.446%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.478%, plus: +0.312%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.017%, plus: -0.442%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.955%, plus: +0.955%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.159%, plus: -0.041%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.149%, plus: +0.823%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.355%, plus: -0.097%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.151%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.196%, plus: +2.196%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.393%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.005%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.176%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.012%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.265%, plus: -0.100%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.359%, plus: +0.081%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.149%, plus: -0.167%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.490%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.568%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.310%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.142%, plus: +0.759%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.025%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.204%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.274%, plus: -1.274%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.037%, plus: +2.037%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.500%, plus: -0.199%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.021%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.339%, plus: -0.339%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.716%, plus: -0.340%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.104%, plus: -0.044%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.017%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.687%, plus: -0.262%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.000%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.981101e-01
+  - errors:
+    - {label: stat, symerror: +2.620%}
+    - asymerror: {minus: -1.907%, plus: +1.907%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.819%, plus: +4.819%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.062%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.010%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.503%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.527%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.012%, plus: +0.024%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.989%, plus: +0.989%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.229%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.500%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.411%, plus: -0.154%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.294%, plus: +0.310%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.234%, plus: +2.234%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.250%, plus: -0.115%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.024%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.192%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.259%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.021%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.290%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.447%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.317%, plus: -0.088%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.299%, plus: -0.052%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.280%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.126%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.139%, plus: -0.263%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.174%, plus: -0.081%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.346%, plus: +0.962%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.057%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.039%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.207%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.190%, plus: -0.190%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.184%, plus: +0.528%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.372%, plus: -0.372%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.441%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.040%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.182%, plus: +0.500%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.899340e-01
+  - errors:
+    - {label: stat, symerror: +2.714%}
+    - asymerror: {minus: -3.832%, plus: +3.832%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.858%, plus: -0.858%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.054%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.469%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.339%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.004%, plus: +0.016%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.019%, plus: +1.019%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.036%, plus: -0.158%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.792%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.171%, plus: -0.147%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.308%, plus: +2.308%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.387%, plus: -0.167%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.055%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.056%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.113%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.867%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.133%, plus: -0.921%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.200%, plus: +0.044%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.563%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.356%, plus: +0.121%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.815%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.057%, plus: -0.280%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.566%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.234%, plus: -2.771%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.004%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.238%, plus: -0.238%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.599%, plus: -1.599%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.580%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.344%, plus: -0.344%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.034%, plus: -0.028%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.778%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.364193e-01
+  - errors:
+    - {label: stat, symerror: +2.902%}
+    - asymerror: {minus: -1.051%, plus: +1.051%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.683%, plus: +0.683%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.004%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.220%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.557%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.058%, plus: +1.058%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.586%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.633%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.078%, plus: +0.284%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.024%, plus: -0.070%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.418%, plus: +2.418%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.038%, plus: +0.514%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.082%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.267%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.519%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.045%, plus: +0.762%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.564%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.277%, plus: -0.162%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.859%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.745%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.447%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.194%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.487%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.097%, plus: +0.278%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.766%, plus: +0.017%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.013%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.018%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.395%, plus: -0.395%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.289%, plus: -1.289%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.456%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.024%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.204%, plus: -0.204%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.349%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.250%, plus: +0.044%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.026%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.588%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.002%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.564977e-01
+  - errors:
+    - {label: stat, symerror: +3.217%}
+    - asymerror: {minus: +2.205%, plus: -2.205%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.597%, plus: +0.597%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.035%, plus: -0.036%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.111%, plus: +0.005%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.686%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.963%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.019%, plus: -0.077%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.193%, plus: +1.193%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.026%, plus: -0.447%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.987%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.074%, plus: -0.032%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.765%, plus: +2.765%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.124%, plus: +0.048%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.027%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.099%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.058%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.043%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.134%, plus: +0.099%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.740%, plus: +0.124%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.032%, plus: -0.849%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.449%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.540%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.569%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.356%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.062%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.759%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.822%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.148%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.082%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.053%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.117%, plus: -1.117%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.549%, plus: +1.549%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.552%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.401%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.165%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.544%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.129826e-01
+  - errors:
+    - {label: stat, symerror: +3.564%}
+    - asymerror: {minus: -0.179%, plus: +0.179%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.226%, plus: +3.226%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.017%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.144%, plus: -0.031%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.313%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.346%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.050%, plus: -0.049%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.020%, plus: -0.012%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.365%, plus: +1.365%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.296%, plus: +0.195%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.421%, plus: -0.146%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.299%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.138%, plus: +3.138%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.021%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.044%, plus: -0.310%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.056%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.247%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.320%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.545%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.473%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.174%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.593%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.994%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.360%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.032%, plus: +0.483%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.315%, plus: +2.478%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.270%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.155%, plus: -0.155%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.474%, plus: +0.474%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.840%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.244%, plus: +0.244%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.027%, plus: -0.425%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.316%, plus: -0.006%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.209%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.733%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.017%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.734712e-01
+  - errors:
+    - {label: stat, symerror: +3.770%}
+    - asymerror: {minus: +0.554%, plus: -0.554%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.928%, plus: -3.928%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.246%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.385%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.747%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.027%, plus: -0.025%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.479%, plus: +1.479%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.705%, plus: -0.243%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.298%, plus: -0.134%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.048%, plus: +0.518%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.293%, plus: +3.293%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.068%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.704%, plus: -0.189%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.035%, plus: -0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.454%, plus: -0.128%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.511%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.683%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.108%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.767%, plus: -0.660%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.346%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.037%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.755%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.852%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.087%, plus: +0.760%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.826%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.298%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.119%, plus: -0.176%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.413%, plus: +2.413%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.057%, plus: +2.057%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.265%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.521%, plus: +0.521%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.698%, plus: +1.471%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.045%, plus: -0.179%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.163%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.037%, plus: +1.044%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.016%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.084528e-01
+  - errors:
+    - {label: stat, symerror: +5.018%}
+    - asymerror: {minus: +2.239%, plus: -2.239%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.345%, plus: -2.345%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.115%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.011%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.048%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.263%, plus: +0.500%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.545%, plus: +0.380%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.119%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.104%, plus: -0.104%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.027%, plus: +0.043%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.784%, plus: +1.784%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.375%, plus: -1.994%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.215%, plus: -0.238%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.337%, plus: +4.337%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.304%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.226%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.259%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.469%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.177%, plus: +0.538%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.320%, plus: +0.061%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.058%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.034%, plus: +0.196%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.163%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.845%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.083%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.603%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.986%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.213%, plus: -0.933%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.302%, plus: -1.595%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.043%, plus: +0.048%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.131%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.256%, plus: +1.256%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.566%, plus: -1.566%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.086%, plus: +1.064%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.888%, plus: +0.888%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.224%, plus: +1.222%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.108%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.392%, plus: -0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.253%, plus: +1.290%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.885234e-01
+  - errors:
+    - {label: stat, symerror: +5.897%}
+    - asymerror: {minus: +4.213%, plus: -4.213%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +11.756%, plus: -11.756%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.233%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.442%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.468%, plus: -0.856%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.139%, plus: +0.969%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.163%, plus: -0.163%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.032%, plus: -0.044%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.019%, plus: +2.019%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.432%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.693%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.106%, plus: +0.311%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.393%, plus: -0.406%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.011%, plus: +5.011%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.221%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.282%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.403%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.470%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.087%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.368%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.257%, plus: +1.277%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.237%, plus: -0.023%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.527%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.144%, plus: +0.939%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.990%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.860%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.770%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.518%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.992%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.939%, plus: -6.649%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.121%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.372%, plus: +0.279%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.502%, plus: +4.502%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.304%, plus: -4.304%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.064%, plus: -1.793%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.491%, plus: +0.491%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.837%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.114%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.559%, plus: -1.956%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.304200e-01
+- header: {name: '1/SIG*DSIG/DABS_TT_Y (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.293512e-01
+   - value: 7.223240e-01
+   - value: 7.080533e-01
+   - value: 6.860855e-01
+   - value: 6.547689e-01
+   - value: 6.150223e-01
+   - value: 5.673455e-01
+   - value: 5.109504e-01
+   - value: 4.511549e-01
+   - value: 3.855489e-01
+   - value: 3.107726e-01
+   - value: 1.474660e-01
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.12, low: 0.0}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.4, low: 1.59}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table474.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table474.yaml
new file mode 100644
index 0000000000..47973a6aef
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table474.yaml
@@ -0,0 +1,442 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.898000e-03}
+  - {value: 1.698000e-03}
+  - {value: 1.546000e-04}
+  - {value: 6.829000e-04}
+  - {value: 1.101000e-03}
+  - {value: -3.068000e-04}
+  - {value: 2.645000e-04}
+  - {value: 1.614000e-04}
+  - {value: 4.598000e-04}
+  - {value: -6.043000e-04}
+  - {value: -3.659000e-04}
+  - {value: -7.282000e-04}
+  - {value: 1.698000e-03}
+  - {value: 4.567000e-03}
+  - {value: -1.645000e-05}
+  - {value: 1.394000e-03}
+  - {value: 1.775000e-03}
+  - {value: -7.560000e-04}
+  - {value: 7.552000e-05}
+  - {value: 5.190000e-04}
+  - {value: 7.505000e-04}
+  - {value: -6.808000e-04}
+  - {value: -6.212000e-04}
+  - {value: -1.248000e-03}
+  - {value: 1.546000e-04}
+  - {value: -1.645000e-05}
+  - {value: 1.075000e-03}
+  - {value: 1.193000e-04}
+  - {value: 3.239000e-05}
+  - {value: -1.397000e-04}
+  - {value: 1.584000e-04}
+  - {value: 3.362000e-05}
+  - {value: 7.131000e-05}
+  - {value: -4.280000e-05}
+  - {value: -1.080000e-04}
+  - {value: -1.925000e-04}
+  - {value: 6.829000e-04}
+  - {value: 1.394000e-03}
+  - {value: 1.193000e-04}
+  - {value: 1.378000e-03}
+  - {value: 7.312000e-04}
+  - {value: -3.540000e-04}
+  - {value: 7.956000e-05}
+  - {value: 1.362000e-04}
+  - {value: 2.696000e-04}
+  - {value: -2.786000e-04}
+  - {value: -3.708000e-04}
+  - {value: -5.391000e-04}
+  - {value: 1.101000e-03}
+  - {value: 1.775000e-03}
+  - {value: 3.239000e-05}
+  - {value: 7.312000e-04}
+  - {value: 1.978000e-03}
+  - {value: -3.679000e-04}
+  - {value: 2.380000e-04}
+  - {value: 5.153000e-05}
+  - {value: 5.001000e-04}
+  - {value: -4.578000e-04}
+  - {value: -3.444000e-04}
+  - {value: -7.616000e-04}
+  - {value: -3.068000e-04}
+  - {value: -7.560000e-04}
+  - {value: -1.397000e-04}
+  - {value: -3.540000e-04}
+  - {value: -3.679000e-04}
+  - {value: 9.060000e-04}
+  - {value: -7.911000e-05}
+  - {value: -2.226000e-04}
+  - {value: -2.129000e-04}
+  - {value: -2.830000e-05}
+  - {value: 7.190000e-05}
+  - {value: 2.213000e-04}
+  - {value: 2.645000e-04}
+  - {value: 7.552000e-05}
+  - {value: 1.584000e-04}
+  - {value: 7.956000e-05}
+  - {value: 2.380000e-04}
+  - {value: -7.911000e-05}
+  - {value: 7.396000e-04}
+  - {value: -7.920000e-05}
+  - {value: 6.693000e-05}
+  - {value: -1.343000e-04}
+  - {value: -9.587000e-05}
+  - {value: -1.923000e-04}
+  - {value: 1.614000e-04}
+  - {value: 5.190000e-04}
+  - {value: 3.362000e-05}
+  - {value: 1.362000e-04}
+  - {value: 5.153000e-05}
+  - {value: -2.226000e-04}
+  - {value: -7.920000e-05}
+  - {value: 7.764000e-04}
+  - {value: 1.792000e-05}
+  - {value: -1.008000e-04}
+  - {value: -8.949000e-05}
+  - {value: -1.854000e-04}
+  - {value: 4.598000e-04}
+  - {value: 7.505000e-04}
+  - {value: 7.131000e-05}
+  - {value: 2.696000e-04}
+  - {value: 5.001000e-04}
+  - {value: -2.129000e-04}
+  - {value: 6.693000e-05}
+  - {value: 1.792000e-05}
+  - {value: 8.029000e-04}
+  - {value: -2.370000e-04}
+  - {value: -1.738000e-04}
+  - {value: -3.454000e-04}
+  - {value: -6.043000e-04}
+  - {value: -6.808000e-04}
+  - {value: -4.280000e-05}
+  - {value: -2.786000e-04}
+  - {value: -4.578000e-04}
+  - {value: -2.830000e-05}
+  - {value: -1.343000e-04}
+  - {value: -1.008000e-04}
+  - {value: -2.370000e-04}
+  - {value: 9.771000e-04}
+  - {value: 1.274000e-04}
+  - {value: 1.587000e-04}
+  - {value: -3.659000e-04}
+  - {value: -6.212000e-04}
+  - {value: -1.080000e-04}
+  - {value: -3.708000e-04}
+  - {value: -3.444000e-04}
+  - {value: 7.190000e-05}
+  - {value: -9.587000e-05}
+  - {value: -8.949000e-05}
+  - {value: -1.738000e-04}
+  - {value: 1.274000e-04}
+  - {value: 6.627000e-04}
+  - {value: 1.392000e-04}
+  - {value: -7.282000e-04}
+  - {value: -1.248000e-03}
+  - {value: -1.925000e-04}
+  - {value: -5.391000e-04}
+  - {value: -7.616000e-04}
+  - {value: 2.213000e-04}
+  - {value: -1.923000e-04}
+  - {value: -1.854000e-04}
+  - {value: -3.454000e-04}
+  - {value: 1.587000e-04}
+  - {value: 1.392000e-04}
+  - {value: 5.561000e-04}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
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+  - {high: 0.49, low: 0.36}
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+  - {high: 0.49, low: 0.36}
+  - {high: 0.49, low: 0.36}
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+  - {high: 0.49, low: 0.36}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.62, low: 0.49}
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+  - {high: 0.62, low: 0.49}
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+  - {high: 0.76, low: 0.62}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.76, low: 0.62}
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+  - {high: 0.76, low: 0.62}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 0.91, low: 0.76}
+  - {high: 0.91, low: 0.76}
+  - {high: 0.91, low: 0.76}
+  - {high: 0.91, low: 0.76}
+  - {high: 0.91, low: 0.76}
+  - {high: 0.91, low: 0.76}
+  - {high: 0.91, low: 0.76}
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+  - {high: 0.91, low: 0.76}
+  - {high: 0.91, low: 0.76}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.21, low: 1.06}
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+  - {high: 1.21, low: 1.06}
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+  - {high: 1.21, low: 1.06}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.21, low: 1.06}
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+  - {high: 1.39, low: 1.21}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 1.59, low: 1.39}
+  - {high: 1.59, low: 1.39}
+  - {high: 1.59, low: 1.39}
+  - {high: 1.59, low: 1.39}
+  - {high: 1.59, low: 1.39}
+  - {high: 1.59, low: 1.39}
+  - {high: 1.59, low: 1.39}
+  - {high: 1.59, low: 1.39}
+  - {high: 1.59, low: 1.39}
+  - {high: 1.59, low: 1.39}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 2.40, low: 1.59}
+  - {high: 2.40, low: 1.59}
+  - {high: 2.40, low: 1.59}
+  - {high: 2.40, low: 1.59}
+  - {high: 2.40, low: 1.59}
+  - {high: 2.40, low: 1.59}
+  - {high: 2.40, low: 1.59}
+  - {high: 2.40, low: 1.59}
+  - {high: 2.40, low: 1.59}
+  - {high: 2.40, low: 1.59}
+  - {high: 2.40, low: 1.59}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 0.12, low: 0.00}
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+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.40, low: 1.59}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table475.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table475.yaml
new file mode 100644
index 0000000000..cf0ec6db5f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table475.yaml
@@ -0,0 +1,1680 @@
+dependent_variables:
+- header: {name: 'DSIG/DABS_TT_Y (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.652%}
+    - asymerror: {minus: -3.359%, plus: +3.359%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.816%, plus: -2.816%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.139%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.305%, plus: +0.306%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.448%, plus: +0.449%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.358%, plus: +0.148%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.329%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.135%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.746%, plus: -0.741%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.197%, plus: +1.160%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.932%, plus: +0.932%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.283%, plus: +0.139%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.493%, plus: -2.825%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.156%, plus: -0.239%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.653%, plus: +0.559%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.126%, plus: +2.126%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.912%, plus: +0.915%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.408%, plus: +0.137%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.823%, plus: +1.840%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.225%, plus: -0.225%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.105%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.049%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.362%, plus: -0.426%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.165%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.627%, plus: +0.523%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.093%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.806%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.489%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.481%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.903%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.039%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.855%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.831%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.194%, plus: -0.593%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.148%, plus: -0.921%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.479%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.066%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.218%, plus: -0.196%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.067%, plus: -9.067%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.120%, plus: -8.120%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.606%, plus: +3.371%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.382%, plus: +0.383%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.010%, plus: +1.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.074%, plus: +1.080%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.447%, plus: -0.446%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.190%, plus: -0.260%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.036%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.093%, plus: -0.246%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.634%, plus: +3.055%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.928617e+02
+  - errors:
+    - {label: stat, symerror: +2.455%}
+    - asymerror: {minus: -1.020%, plus: +1.020%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.530%, plus: -0.530%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.104%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.309%, plus: +0.309%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.463%, plus: +0.464%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.023%, plus: +0.169%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.350%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.128%, plus: -1.585%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.770%, plus: -0.764%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.196%, plus: +1.188%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.900%, plus: +0.900%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.296%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.697%, plus: -2.923%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.100%, plus: -0.093%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.726%, plus: +0.600%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.030%, plus: +2.030%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.894%, plus: +0.898%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.798%, plus: +1.814%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.221%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.036%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.100%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.234%, plus: -0.169%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.257%, plus: +0.369%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.245%, plus: -0.252%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.783%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.690%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.634%, plus: +0.119%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.701%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.233%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.458%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +6.337%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.015%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.173%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.030%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.134%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.063%, plus: -9.063%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.768%, plus: -4.768%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.327%, plus: +3.206%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.369%, plus: +0.370%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.958%, plus: +0.958%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.774%, plus: +1.108%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.436%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.127%, plus: +0.027%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.064%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.190%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.767%, plus: +3.657%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.034%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.459%, plus: +0.461%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.203081e+02
+  - errors:
+    - {label: stat, symerror: +2.541%}
+    - asymerror: {minus: -4.262%, plus: +4.262%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.061%, plus: -7.061%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.218%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.311%, plus: +0.312%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.474%, plus: +0.475%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.205%, plus: +0.342%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.465%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.244%, plus: -1.101%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.772%, plus: -0.766%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.204%, plus: +1.184%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.943%, plus: +0.943%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.199%, plus: -3.120%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.650%, plus: +0.851%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.123%, plus: +2.123%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.909%, plus: +0.912%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.401%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.800%, plus: +1.816%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.216%, plus: -0.216%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.107%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.081%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.325%, plus: -0.284%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.104%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.359%, plus: +0.388%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.842%, plus: +0.041%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.468%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.793%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.161%, plus: +0.207%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.479%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.619%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.386%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.017%, plus: -0.416%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.923%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.762%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.087%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.063%, plus: -0.253%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.231%, plus: -8.231%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.098%, plus: -8.098%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.593%, plus: +3.193%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.358%, plus: +0.359%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.866%, plus: +0.866%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.224%, plus: +0.849%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.439%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.250%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.109%, plus: +3.300%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.468%, plus: +0.470%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.243119e+02
+  - errors:
+    - {label: stat, symerror: +2.558%}
+    - asymerror: {minus: -5.512%, plus: +5.512%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.564%, plus: -4.564%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.027%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.329%, plus: +0.330%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.470%, plus: +0.471%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.105%, plus: +0.211%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.588%, plus: +0.145%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.041%, plus: -1.439%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.796%, plus: -0.790%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.165%, plus: +1.165%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.937%, plus: +0.937%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.048%, plus: +0.011%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.473%, plus: -2.131%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.354%, plus: -0.171%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.579%, plus: +0.842%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.119%, plus: +2.119%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.889%, plus: +0.892%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.335%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.796%, plus: +1.813%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.221%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.050%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.139%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.271%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.033%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.149%, plus: +0.256%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.754%, plus: +0.050%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.398%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.149%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.105%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.023%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.885%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.734%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.774%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.223%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.025%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.171%, plus: -8.171%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.475%, plus: -6.475%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.646%, plus: +2.897%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.334%, plus: +0.332%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.828%, plus: +0.828%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.742%, plus: +0.915%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.436%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.203%, plus: -0.103%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.144%, plus: -0.123%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.921%, plus: +3.107%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.005%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.479%, plus: +0.480%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.871975e+02
+  - errors:
+    - {label: stat, symerror: +2.610%}
+    - asymerror: {minus: -4.753%, plus: +4.753%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.354%, plus: -2.354%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.190%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.324%, plus: +0.325%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.449%, plus: +0.451%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.206%, plus: +0.392%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.087%, plus: +0.336%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.082%, plus: -0.480%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.767%, plus: -0.762%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.193%, plus: +1.179%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.982%, plus: +0.982%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.175%, plus: +0.281%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.114%, plus: -2.443%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.410%, plus: -0.228%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.021%, plus: +1.010%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.176%, plus: +2.176%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.880%, plus: +0.884%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.806%, plus: +1.823%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.228%, plus: -0.228%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.024%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.097%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.446%, plus: -0.312%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.079%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.353%, plus: +0.616%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.686%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.134%, plus: -0.145%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.842%, plus: +0.142%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.451%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.588%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.081%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.151%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.151%, plus: -0.719%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.203%, plus: -0.632%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.427%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.050%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.324%, plus: -0.215%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.163%, plus: -7.163%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.323%, plus: -8.323%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.309%, plus: +3.648%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.421%, plus: +0.423%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.796%, plus: +0.796%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.012%, plus: +1.538%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.436%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.173%, plus: -0.031%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.144%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.168%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.759%, plus: +3.895%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.472%, plus: +0.473%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.803204e+02
+  - errors:
+    - {label: stat, symerror: +2.706%}
+    - asymerror: {minus: -6.732%, plus: +6.732%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.642%, plus: -7.642%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.182%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.319%, plus: +0.320%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.438%, plus: +0.439%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.119%, plus: -0.118%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.317%, plus: +0.182%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.337%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.795%, plus: -0.789%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.185%, plus: +1.171%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.013%, plus: +1.013%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.687%, plus: -2.161%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.170%, plus: -0.221%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.660%, plus: +0.878%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.252%, plus: +2.252%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.902%, plus: +0.905%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.151%, plus: -0.051%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.794%, plus: +1.810%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.100%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.159%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.186%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.215%, plus: -0.400%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.172%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.392%, plus: +0.361%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.260%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.150%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.125%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.777%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.558%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.504%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.070%, plus: -0.735%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.024%, plus: -1.114%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.554%, plus: -2.323%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.170%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.208%, plus: -7.208%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.808%, plus: -9.808%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.569%, plus: +3.495%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.328%, plus: +0.329%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.824%, plus: +0.824%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.414%, plus: +1.231%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.439%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.045%, plus: -0.081%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.054%, plus: -0.144%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.012%, plus: -0.180%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.834%, plus: +4.147%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.050%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.464%, plus: +0.465%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.353079e+02
+  - errors:
+    - {label: stat, symerror: +2.906%}
+    - asymerror: {minus: -3.873%, plus: +3.873%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.207%, plus: -6.207%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.061%, plus: +0.204%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.298%, plus: +0.298%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.465%, plus: +0.466%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.060%, plus: +0.295%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.169%, plus: -0.450%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.803%, plus: -0.797%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.182%, plus: +1.157%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.055%, plus: +1.055%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.639%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.275%, plus: -2.534%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.078%, plus: +0.210%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.705%, plus: +0.628%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.374%, plus: +2.374%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.905%, plus: +0.908%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.273%, plus: +0.631%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.804%, plus: +1.821%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.219%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.026%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.026%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.321%, plus: -0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.078%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.148%, plus: +0.400%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.356%, plus: +0.528%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.369%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.491%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.041%, plus: +0.319%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.627%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.820%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.220%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.541%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.013%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.046%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.233%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.353%, plus: -7.353%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.524%, plus: -9.524%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.689%, plus: +3.418%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.330%, plus: +0.332%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.965%, plus: +0.965%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.365%, plus: +1.613%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.446%, plus: -0.444%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.046%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.170%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.188%, plus: +3.986%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.481%, plus: +0.482%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.680838e+02
+  - errors:
+    - {label: stat, symerror: +3.249%}
+    - asymerror: {minus: -0.526%, plus: +0.526%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.286%, plus: -6.286%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.110%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.296%, plus: +0.297%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.404%, plus: +0.404%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.103%, plus: -0.103%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.360%, plus: +0.206%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.797%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.955%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.838%, plus: -0.831%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.162%, plus: +1.078%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.203%, plus: +1.203%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.395%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.613%, plus: -3.360%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.073%, plus: -0.106%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.924%, plus: +0.672%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.752%, plus: +2.752%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.863%, plus: +0.866%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.359%, plus: +0.165%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.791%, plus: +1.807%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.073%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.093%, plus: -0.198%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.173%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.084%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.246%, plus: -0.432%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.020%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.547%, plus: +0.456%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.021%, plus: -0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.134%, plus: +0.093%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.078%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.362%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.301%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.701%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.471%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.212%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.368%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.619%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.075%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.020%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.170%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.026%, plus: -8.026%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.923%, plus: -6.923%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.395%, plus: +2.533%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.352%, plus: +0.353%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.176%, plus: +1.176%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.842%, plus: +1.171%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.432%, plus: -0.432%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.239%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.238%, plus: -0.171%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.171%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.798%, plus: +2.815%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.058%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.314822e+02
+  - errors:
+    - {label: stat, symerror: +3.592%}
+    - asymerror: {minus: -2.977%, plus: +2.977%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.838%, plus: -3.838%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.276%, plus: +0.276%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.405%, plus: +0.405%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.105%, plus: +0.170%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.202%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.197%, plus: -0.659%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.881%, plus: -0.873%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.161%, plus: +1.143%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.374%, plus: +1.374%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.502%, plus: +0.247%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.058%, plus: -3.071%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.026%, plus: +0.425%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.116%, plus: +3.116%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.850%, plus: +0.854%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.775%, plus: +1.792%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.225%, plus: -0.225%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.160%, plus: -0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.141%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.007%, plus: -0.384%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.074%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.494%, plus: +0.082%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.219%, plus: +0.134%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.284%, plus: +0.087%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.297%, plus: +0.119%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.747%, plus: -0.247%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.775%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.285%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.102%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.340%, plus: -0.098%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.950%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.130%, plus: -7.130%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.908%, plus: -7.908%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.944%, plus: +2.764%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.360%, plus: +0.361%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.418%, plus: +1.418%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.421%, plus: +0.830%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.418%, plus: -0.417%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.415%, plus: -0.066%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.270%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.290%, plus: +3.372%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.479%, plus: +0.480%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.982482e+02
+  - errors:
+    - {label: stat, symerror: +3.809%}
+    - asymerror: {minus: -2.223%, plus: +2.223%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +10.502%, plus: -10.502%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.374%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.237%, plus: +0.237%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.448%, plus: +0.450%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.511%, plus: +0.136%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.218%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.132%, plus: -0.263%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.858%, plus: -0.849%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.185%, plus: +1.146%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.495%, plus: +1.495%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.108%, plus: +0.172%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.375%, plus: -3.165%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.297%, plus: -0.207%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.776%, plus: +1.220%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.268%, plus: +3.268%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.804%, plus: +0.807%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.467%, plus: -0.072%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.785%, plus: +1.802%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.221%, plus: -0.221%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.010%, plus: -0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.270%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.289%, plus: -0.461%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.671%, plus: +0.330%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.055%, plus: -0.159%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.198%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.250%, plus: +0.127%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.334%, plus: -0.010%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.342%, plus: -1.193%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.016%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.243%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.339%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.391%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.058%, plus: +0.204%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.565%, plus: -0.369%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.291%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.099%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.237%, plus: -0.305%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.742%, plus: -4.742%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.457%, plus: -6.457%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.111%, plus: +4.407%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.290%, plus: +0.291%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.699%, plus: +1.699%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.135%, plus: +2.749%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.435%, plus: -0.434%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.144%, plus: -0.239%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.036%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.619%, plus: +4.457%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.095%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.494%, plus: +0.496%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.435596e+02
+  - errors:
+    - {label: stat, symerror: +5.123%}
+    - asymerror: {minus: -0.491%, plus: +0.491%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.028%, plus: -9.028%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.242%, plus: +0.323%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.282%, plus: +0.282%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.487%, plus: +0.488%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.512%, plus: +0.702%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.656%, plus: +0.214%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.109%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.936%, plus: -0.928%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.208%, plus: +1.199%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.819%, plus: +1.819%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.037%, plus: -4.865%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.214%, plus: -0.311%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.028%, plus: +0.571%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.387%, plus: +4.387%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.872%, plus: +0.875%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.060%, plus: +0.407%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.825%, plus: +1.842%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.244%, plus: -0.243%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.376%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.286%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.247%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.724%, plus: -0.275%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.008%, plus: +0.350%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.589%, plus: +0.897%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.715%, plus: +0.029%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.287%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.960%, plus: +0.041%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.322%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.367%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.388%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.438%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.242%, plus: -1.479%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.636%, plus: -1.142%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.044%, plus: +0.059%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.249%, plus: -0.283%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.818%, plus: -5.818%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.778%, plus: -9.778%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.182%, plus: +4.200%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.356%, plus: +0.357%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -2.070%, plus: +2.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -3.639%, plus: +2.497%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.434%, plus: -0.433%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.273%, plus: -0.045%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.180%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.520%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.791%, plus: +4.711%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.492%, plus: +0.493%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.426841e+02
+  - errors:
+    - {label: stat, symerror: +6.477%}
+    - asymerror: {minus: +1.538%, plus: -1.538%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +17.794%, plus: -17.794%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.235%, plus: +0.236%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.352%, plus: +0.352%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.310%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.356%, plus: -1.021%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.995%, plus: -0.986%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.150%, plus: +1.111%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.246%, plus: +2.246%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.632%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.888%, plus: -3.150%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.107%, plus: +0.237%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.339%, plus: +0.289%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.537%, plus: +5.537%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.785%, plus: +0.786%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.454%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.819%, plus: +1.837%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.239%, plus: -0.239%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.182%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.038%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.308%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.479%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.100%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.966%, plus: -0.020%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.568%, plus: +1.043%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.693%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.242%, plus: +0.303%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.566%, plus: +0.398%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.411%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.438%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.354%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.435%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.281%, plus: -6.219%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.128%, plus: -0.170%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.256%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.798%, plus: -2.798%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.287%, plus: -12.287%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.100%, plus: +1.254%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.359%, plus: +0.360%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.669%, plus: +1.669%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.508%, plus: +0.412%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.417%, plus: -0.416%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.183%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.045%, plus: +1.355%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.014%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.512%, plus: +0.514%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.096994e+02
+- header: {name: 'DSIG/DABS_TT_Y (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.004694e+02
+   - value: 5.946840e+02
+   - value: 5.829351e+02
+   - value: 5.648491e+02
+   - value: 5.390664e+02
+   - value: 5.063433e+02
+   - value: 4.670914e+02
+   - value: 4.206617e+02
+   - value: 3.714325e+02
+   - value: 3.174196e+02
+   - value: 2.558568e+02
+   - value: 1.214077e+02
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.12, low: 0.0}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.49, low: 0.36}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.76, low: 0.62}
+  - {high: 0.91, low: 0.76}
+  - {high: 1.06, low: 0.91}
+  - {high: 1.21, low: 1.06}
+  - {high: 1.39, low: 1.21}
+  - {high: 1.59, low: 1.39}
+  - {high: 2.4, low: 1.59}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table476.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table476.yaml
new file mode 100644
index 0000000000..129c203407
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table476.yaml
@@ -0,0 +1,442 @@
+dependent_variables:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table477.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table477.yaml
new file mode 100644
index 0000000000..c2c449354b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table477.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DABS_T2_Y (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
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+    - asymerror: {minus: -1.685%, plus: +1.685%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.823%, plus: +2.823%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.327%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.078%, plus: -0.332%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.035%, plus: -0.034%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.043%, plus: -0.047%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.619%, plus: +0.619%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.080%, plus: +0.183%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.075%, plus: +0.514%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.162%, plus: -0.038%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.391%, plus: +1.391%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.024%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.045%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.501%, plus: +0.034%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.440%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.335%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.188%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.607%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.624%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.197%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.073%, plus: -0.196%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.457%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.928%, plus: -1.890%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.048%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.081%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.163%, plus: +0.163%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.695%, plus: -0.695%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.129%, plus: -0.129%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.407%, plus: -0.283%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.112%, plus: +0.232%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.303%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.254409e-01
+  - errors:
+    - {label: stat, symerror: +1.867%}
+    - asymerror: {minus: +0.552%, plus: -0.552%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.548%, plus: +4.548%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.142%, plus: -0.034%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.005%, plus: +0.035%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.037%, plus: -0.023%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.682%, plus: +0.682%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.042%, plus: +0.327%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.060%, plus: +0.039%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.543%, plus: +1.543%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.012%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.028%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.046%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.020%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.045%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.025%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.028%, plus: +0.003%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.319%, plus: +0.070%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.033%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.333%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.196%, plus: -0.242%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.037%, plus: +0.327%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.520%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.056%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.003%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.894%, plus: -0.894%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.481%, plus: +4.481%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.129%, plus: -0.096%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.017%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.149%, plus: -0.149%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.134%, plus: -0.293%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.014%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.054%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.734478e-01
+  - errors:
+    - {label: stat, symerror: +2.063%}
+    - asymerror: {minus: -1.152%, plus: +1.152%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.866%, plus: -1.866%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.028%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.300%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.021%, plus: +0.345%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.019%, plus: -0.052%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.770%, plus: +0.770%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.327%, plus: -0.096%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.283%, plus: -0.024%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.277%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.118%, plus: -0.030%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.715%, plus: +1.715%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.240%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.011%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.032%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.025%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.165%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.332%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.362%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.467%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.363%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.503%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.285%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.426%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.052%, plus: +0.408%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.006%, plus: +0.283%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.292%, plus: -2.018%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.014%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.037%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.197%, plus: -0.197%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.002%, plus: +0.502%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.178%, plus: -0.178%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.348%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.426%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.001%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.377090e-01
+  - errors:
+    - {label: stat, symerror: +2.266%}
+    - asymerror: {minus: +2.049%, plus: -2.049%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.796%, plus: -2.796%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.012%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.016%, plus: -0.017%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.095%, plus: +0.113%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.119%, plus: +0.107%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.040%, plus: -0.041%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.007%, plus: -0.008%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.807%, plus: +0.807%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.218%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.555%, plus: +0.295%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.084%, plus: +0.046%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.164%, plus: -0.057%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.897%, plus: +1.897%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.332%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.005%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.019%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.142%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.084%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.013%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.075%, plus: +0.036%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.176%, plus: +0.098%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.053%, plus: -0.015%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.625%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.381%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.305%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.190%, plus: -0.055%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.032%, plus: -0.017%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.668%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.025%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.103%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.090%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.459%, plus: -3.459%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.780%, plus: +0.780%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.221%, plus: -0.739%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.203%, plus: +0.156%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.106%, plus: -0.184%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.035%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.033%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.280%, plus: -0.617%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.009%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.265122e-01
+  - errors:
+    - {label: stat, symerror: +2.350%}
+    - asymerror: {minus: -1.394%, plus: +1.394%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.231%, plus: -1.231%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.004%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.133%, plus: +0.038%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.384%, plus: +0.068%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.071%, plus: +0.117%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.044%, plus: +0.043%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.051%, plus: +0.045%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.899%, plus: +0.899%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.628%, plus: -0.697%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.094%, plus: -0.289%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.091%, plus: +2.091%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.238%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.033%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.094%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.036%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.045%, plus: -0.078%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.298%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.315%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.309%, plus: -0.543%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.269%, plus: -0.328%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.502%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.534%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.032%, plus: -0.013%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.790%, plus: +1.181%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.097%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.053%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.811%, plus: +0.811%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.493%, plus: -3.493%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.232%, plus: +0.166%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.309%, plus: +0.309%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.743%, plus: +0.452%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.048%, plus: -0.148%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.101%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.015%, plus: -0.223%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.303%, plus: +0.253%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.614668e-01
+  - errors:
+    - {label: stat, symerror: +3.578%}
+    - asymerror: {minus: +2.400%, plus: -2.400%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.223%, plus: -4.223%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.007%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.434%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.114%, plus: -0.147%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.099%, plus: +0.131%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.292%, plus: +1.292%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.216%, plus: -0.123%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.888%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.119%, plus: +0.028%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.506%, plus: +0.240%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.944%, plus: +2.944%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.139%, plus: +0.063%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.013%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.079%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.081%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.013%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.481%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.389%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.054%, plus: +0.252%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.527%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.456%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.530%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.544%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.002%, plus: +0.274%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.997%, plus: +4.595%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.303%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.072%, plus: -0.256%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.169%, plus: +4.169%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.117%, plus: -2.117%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.444%, plus: +0.194%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.391%, plus: +0.391%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.054%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.087%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.591%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.744008e-01
+- header: {name: '1/SIG*DSIG/DABS_T2_Y (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.188941e-01
+   - value: 5.845902e-01
+   - value: 5.275485e-01
+   - value: 4.471269e-01
+   - value: 3.389491e-01
+   - value: 1.794752e-01
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.36, low: 0.0}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.5, low: 1.74}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table478.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table478.yaml
new file mode 100644
index 0000000000..0a47036cdd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table478.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.663000e-04}
+  - {value: 3.402000e-04}
+  - {value: -1.679000e-04}
+  - {value: -2.987000e-04}
+  - {value: -6.801000e-05}
+  - {value: -1.709000e-04}
+  - {value: 3.402000e-04}
+  - {value: 1.736000e-03}
+  - {value: -2.970000e-04}
+  - {value: -2.517000e-04}
+  - {value: -5.521000e-04}
+  - {value: -3.610000e-04}
+  - {value: -1.679000e-04}
+  - {value: -2.970000e-04}
+  - {value: 3.908000e-04}
+  - {value: 3.507000e-05}
+  - {value: 4.336000e-05}
+  - {value: 1.075000e-05}
+  - {value: -2.987000e-04}
+  - {value: -2.517000e-04}
+  - {value: 3.507000e-05}
+  - {value: 6.571000e-04}
+  - {value: -5.693000e-05}
+  - {value: -3.830000e-05}
+  - {value: -6.801000e-05}
+  - {value: -5.521000e-04}
+  - {value: 4.336000e-05}
+  - {value: -5.693000e-05}
+  - {value: 3.814000e-04}
+  - {value: 6.800000e-05}
+  - {value: -1.709000e-04}
+  - {value: -3.610000e-04}
+  - {value: 1.075000e-05}
+  - {value: -3.830000e-05}
+  - {value: 6.800000e-05}
+  - {value: 2.097000e-04}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 0.98, low: 0.68}
+  - {high: 0.98, low: 0.68}
+  - {high: 0.98, low: 0.68}
+  - {high: 0.98, low: 0.68}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 1.74, low: 1.33}
+  - {high: 1.74, low: 1.33}
+  - {high: 1.74, low: 1.33}
+  - {high: 1.74, low: 1.33}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 2.50, low: 1.74}
+  - {high: 2.50, low: 1.74}
+  - {high: 2.50, low: 1.74}
+  - {high: 2.50, low: 1.74}
+  - {high: 2.50, low: 1.74}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table479.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table479.yaml
new file mode 100644
index 0000000000..a698484d79
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table479.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'DSIG/DABS_T2_Y (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.711%}
+    - asymerror: {minus: -4.780%, plus: +4.780%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.900%, plus: -2.900%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.225%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.315%, plus: +0.316%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.442%, plus: +0.442%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.122%, plus: -0.122%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.239%, plus: +0.286%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.502%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.141%, plus: -1.441%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.827%, plus: -0.820%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.155%, plus: +1.130%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.638%, plus: +0.638%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.212%, plus: +0.272%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.645%, plus: -2.411%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.073%, plus: -0.276%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.639%, plus: +0.725%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.409%, plus: +1.409%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.872%, plus: +0.876%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.789%, plus: +1.805%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.216%, plus: -0.216%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.079%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.112%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.313%, plus: -0.314%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.100%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.452%, plus: +0.427%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.016%, plus: +0.004%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.759%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.300%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.012%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.651%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.171%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.108%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.661%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.060%, plus: -0.673%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.004%, plus: -1.115%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.697%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.071%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.245%, plus: -0.213%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.236%, plus: -7.236%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.828%, plus: -8.828%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.105%, plus: +3.299%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.389%, plus: +0.390%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.598%, plus: +0.598%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.938%, plus: +0.985%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.442%, plus: -0.441%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.178%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.029%, plus: -0.142%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.070%, plus: -0.167%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.361%, plus: +3.508%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.481%, plus: +0.482%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.224458e+02
+  - errors:
+    - {label: stat, symerror: +1.915%}
+    - asymerror: {minus: -2.475%, plus: +2.475%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.271%, plus: -1.271%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.062%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.303%, plus: +0.304%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.458%, plus: +0.460%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.103%, plus: +0.262%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.058%, plus: -1.078%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.795%, plus: -0.789%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.161%, plus: +1.154%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.700%, plus: +0.700%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.125%, plus: +0.230%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.680%, plus: -2.592%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.193%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.859%, plus: +0.802%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.562%, plus: +1.562%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.897%, plus: +0.901%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.086%, plus: +0.283%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.807%, plus: +1.824%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.220%, plus: -0.220%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.022%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.049%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.057%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.049%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.334%, plus: -0.199%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.052%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.261%, plus: +0.451%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.522%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.010%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.141%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.620%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.611%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.455%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.184%, plus: -0.719%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.336%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.007%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.033%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.160%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.215%, plus: -8.215%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.075%, plus: -4.075%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.129%, plus: +3.178%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.337%, plus: +0.336%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.578%, plus: +0.578%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.207%, plus: +0.974%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.449%, plus: -0.448%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.083%, plus: -0.124%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.220%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.600%, plus: +3.453%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.478%, plus: +0.480%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.790148e+02
+  - errors:
+    - {label: stat, symerror: +2.094%}
+    - asymerror: {minus: -4.230%, plus: +4.230%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.328%, plus: -7.328%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.161%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.305%, plus: +0.306%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.424%, plus: +0.424%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.136%, plus: +0.253%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.009%, plus: +0.220%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.041%, plus: -0.771%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.800%, plus: -0.794%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.179%, plus: +1.124%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.782%, plus: +0.782%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.194%, plus: -0.008%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.014%, plus: -2.933%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.682%, plus: +0.733%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.712%, plus: +1.712%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.907%, plus: +0.910%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.295%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.791%, plus: +1.807%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.218%, plus: -0.218%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.061%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.127%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.029%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.335%, plus: -0.290%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.068%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.243%, plus: +0.374%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.187%, plus: +0.005%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.071%, plus: -0.044%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.505%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.685%, plus: +0.224%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.272%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.295%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.012%, plus: -0.380%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.056%, plus: -0.070%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.047%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.127%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.439%, plus: -7.439%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.371%, plus: -8.371%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.257%, plus: +3.795%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.341%, plus: +0.342%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.549%, plus: +0.549%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.173%, plus: +1.623%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.434%, plus: -0.433%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.137%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.124%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.192%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.646%, plus: +3.998%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.030%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.491613e+02
+  - errors:
+    - {label: stat, symerror: +2.327%}
+    - asymerror: {minus: -0.932%, plus: +0.932%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.206%, plus: -8.206%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.127%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.286%, plus: +0.286%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.440%, plus: +0.442%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.265%, plus: +0.165%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.346%, plus: +0.034%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.007%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.832%, plus: -0.827%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.191%, plus: +1.169%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.828%, plus: +0.828%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.153%, plus: -2.622%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.028%, plus: -0.067%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.636%, plus: +0.706%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.942%, plus: +1.942%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.884%, plus: +0.887%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.465%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.809%, plus: +1.826%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.228%, plus: -0.227%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.025%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.089%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.096%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.138%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.204%, plus: -0.281%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.063%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.462%, plus: +0.346%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.592%, plus: +0.006%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.142%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.659%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.970%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.769%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.178%, plus: -0.532%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.049%, plus: -0.677%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.637%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.080%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.016%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.073%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.591%, plus: -10.591%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.474%, plus: -7.474%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.040%, plus: +2.515%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.353%, plus: +0.355%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.656%, plus: +0.656%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.540%, plus: +1.430%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.433%, plus: -0.432%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.204%, plus: -0.238%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.093%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.094%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.383%, plus: +2.918%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.467%, plus: +0.468%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.562759e+02
+  - errors:
+    - {label: stat, symerror: +2.461%}
+    - asymerror: {minus: -4.480%, plus: +4.480%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.728%, plus: -6.728%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.136%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.303%, plus: +0.303%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.486%, plus: +0.488%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.379%, plus: +0.260%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.635%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.997%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.748%, plus: -0.743%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.248%, plus: +1.223%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.939%, plus: +0.939%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.354%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.368%, plus: -3.586%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.206%, plus: -0.401%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.800%, plus: +0.632%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.173%, plus: +2.173%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.883%, plus: +0.886%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.207%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.825%, plus: +1.842%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.239%, plus: -0.238%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.098%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.060%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.219%, plus: -0.439%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.156%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.501%, plus: +0.395%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.035%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.472%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.587%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.656%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.681%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.970%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.090%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.221%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.837%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.547%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.049%, plus: -0.674%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.035%, plus: +3.193%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.074%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.073%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.111%, plus: -0.119%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.636%, plus: -6.636%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.397%, plus: -11.397%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.479%, plus: +3.448%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.367%, plus: +0.368%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.039%, plus: +1.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.072%, plus: +1.729%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.425%, plus: -0.424%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.145%, plus: -0.202%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.142%, plus: -0.343%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.945%, plus: +3.819%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.468%, plus: +0.469%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.019419e+02
+  - errors:
+    - {label: stat, symerror: +3.949%}
+    - asymerror: {minus: -0.570%, plus: +0.570%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.554%, plus: -9.554%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.099%, plus: +0.229%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.295%, plus: +0.294%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.134%, plus: -0.134%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.426%, plus: +0.053%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.181%, plus: -0.046%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.177%, plus: -1.258%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.719%, plus: -0.714%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.295%, plus: +1.310%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.429%, plus: +1.429%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.083%, plus: -0.035%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.567%, plus: -3.771%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.301%, plus: +1.005%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.228%, plus: +3.228%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.863%, plus: +0.867%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.273%, plus: +0.198%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.822%, plus: +1.840%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.239%, plus: -0.238%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.037%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.187%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.156%, plus: +0.198%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.078%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.302%, plus: -0.330%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.016%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.569%, plus: +0.344%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.038%, plus: +0.091%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.204%, plus: +0.068%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.021%, plus: +0.102%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.447%, plus: +0.388%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.914%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.095%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.985%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.205%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.027%, plus: -0.659%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.243%, plus: +6.675%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: +0.075%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.326%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.236%, plus: -0.429%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.526%, plus: -3.526%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.134%, plus: -10.134%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.684%, plus: +3.478%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.324%, plus: +0.325%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.122%, plus: +1.122%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.391%, plus: +1.089%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.432%, plus: -0.431%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.230%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.112%, plus: -0.170%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.040%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.222%, plus: +3.735%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.012%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.489%, plus: +0.491%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.456812e+02
+- header: {name: 'DSIG/DABS_T2_Y (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.989734e+02
+   - value: 4.713163e+02
+   - value: 4.253274e+02
+   - value: 3.604888e+02
+   - value: 2.732722e+02
+   - value: 1.446990e+02
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.36, low: 0.0}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.5, low: 1.74}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table48.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table48.yaml
new file mode 100644
index 0000000000..f7ba545d6b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table48.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DZ_TT (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.033%}
+    - asymerror: {minus: +2.219%, plus: -2.219%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.838%, plus: -0.838%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.042%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.121%, plus: +0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.245%, plus: +0.130%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.028%, plus: +0.194%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.574%, plus: -0.581%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.118%, plus: +0.108%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.896%, plus: +0.896%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.194%, plus: +0.070%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.217%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.661%, plus: +3.661%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.043%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.103%, plus: -0.432%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.029%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.044%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.025%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.067%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.108%, plus: -0.041%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.039%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.448%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.742%, plus: -0.162%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.307%, plus: +0.440%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.371%, plus: -0.785%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.081%, plus: -0.968%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.833%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.066%, plus: +1.070%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.016%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.206%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.889%, plus: +3.889%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.981%, plus: +2.981%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.618%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.115%, plus: +0.116%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.430%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.157%, plus: -0.157%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.633861e-01
+  - errors:
+    - {label: stat, symerror: +2.131%}
+    - asymerror: {minus: +3.061%, plus: -3.061%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.038%, plus: +2.038%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.031%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.410%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.761%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.340%, plus: -0.345%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.136%, plus: +0.098%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.764%, plus: +0.764%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.130%, plus: -0.073%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.404%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.121%, plus: +0.311%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.242%, plus: +2.242%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.445%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.052%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.271%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.515%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.267%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.454%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.747%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.593%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.873%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.961%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.775%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.124%, plus: +0.566%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.669%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.921%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.459%, plus: -0.459%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.260%, plus: +1.260%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.751%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.082%, plus: +0.366%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.089%, plus: +0.034%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.049%, plus: +0.617%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.129%, plus: -0.129%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.025906e+00
+  - errors:
+    - {label: stat, symerror: +1.727%}
+    - asymerror: {minus: +0.136%, plus: -0.136%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.108%, plus: +3.108%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.077%, plus: +0.268%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.382%, plus: -0.083%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.605%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.141%, plus: -0.143%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.115%, plus: +0.105%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.624%, plus: +0.624%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.456%, plus: -0.528%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.025%, plus: +0.071%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.101%, plus: -0.066%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.537%, plus: +1.537%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.092%, plus: +0.091%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.051%, plus: +0.555%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.022%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.033%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.267%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.079%, plus: +0.340%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.641%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.165%, plus: +0.644%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.029%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.714%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.692%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.432%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.443%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.485%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.392%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.613%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.030%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.710%, plus: -1.710%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.098%, plus: -0.098%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.284%, plus: +0.804%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.220%, plus: +0.619%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.136%, plus: -0.163%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.325%, plus: +0.777%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.068%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.367387e+00
+  - errors:
+    - {label: stat, symerror: +1.320%}
+    - asymerror: {minus: -0.332%, plus: +0.332%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.287%, plus: -1.287%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.012%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.041%, plus: +0.015%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.452%, plus: -0.114%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.012%, plus: +0.549%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.085%, plus: +0.086%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.010%, plus: +0.020%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.491%, plus: +0.491%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.020%, plus: -0.043%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.075%, plus: -0.072%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.061%, plus: +1.061%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.021%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.071%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.040%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.002%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.053%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.039%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.017%, plus: -0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.008%, plus: +0.262%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.398%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.204%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.455%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.387%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.466%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.196%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.088%, plus: -1.344%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.001%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.033%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.429%, plus: -0.429%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.267%, plus: -1.267%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.100%, plus: -0.050%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.007%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.087%, plus: -0.166%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.034%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.014%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.807984e+00
+  - errors:
+    - {label: stat, symerror: +1.114%}
+    - asymerror: {minus: -1.455%, plus: +1.455%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.994%, plus: -0.994%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.043%, plus: +0.044%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.166%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.399%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.857%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.278%, plus: +0.282%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.130%, plus: -0.116%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.418%, plus: +0.418%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.307%, plus: +0.128%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.099%, plus: +0.021%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.882%, plus: +0.882%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.052%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.225%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.031%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.385%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.379%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.714%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.754%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.572%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.326%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.044%, plus: -0.340%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.621%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.448%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.070%, plus: -0.148%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.473%, plus: -0.473%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.203%, plus: -0.509%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.024%, plus: -0.439%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.048%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.072%, plus: +0.159%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.263%, plus: -0.458%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.734765e+00
+- header: {name: '1/SIG*DSIG/DZ_TT (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.766426e-01
+   - value: 9.440985e-01
+   - value: 1.359305e+00
+   - value: 1.817481e+00
+   - value: 2.772588e+00
+independent_variables:
+- header: {name: 'Z_TT', units: ''}
+  values:
+  - {high: 0.49, low: 0.1}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.0, low: 0.86}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table480.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table480.yaml
new file mode 100644
index 0000000000..c354d17e61
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table480.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.449000e+03}
+  - {value: 6.840000e+03}
+  - {value: 8.655000e+03}
+  - {value: 7.197000e+03}
+  - {value: 6.263000e+03}
+  - {value: 2.871000e+03}
+  - {value: 6.840000e+03}
+  - {value: 5.589000e+03}
+  - {value: 6.408000e+03}
+  - {value: 5.534000e+03}
+  - {value: 4.504000e+03}
+  - {value: 2.048000e+03}
+  - {value: 8.655000e+03}
+  - {value: 6.408000e+03}
+  - {value: 8.656000e+03}
+  - {value: 7.033000e+03}
+  - {value: 6.002000e+03}
+  - {value: 2.839000e+03}
+  - {value: 7.197000e+03}
+  - {value: 5.534000e+03}
+  - {value: 7.033000e+03}
+  - {value: 6.281000e+03}
+  - {value: 4.919000e+03}
+  - {value: 2.328000e+03}
+  - {value: 6.263000e+03}
+  - {value: 4.504000e+03}
+  - {value: 6.002000e+03}
+  - {value: 4.919000e+03}
+  - {value: 4.485000e+03}
+  - {value: 2.052000e+03}
+  - {value: 2.871000e+03}
+  - {value: 2.048000e+03}
+  - {value: 2.839000e+03}
+  - {value: 2.328000e+03}
+  - {value: 2.052000e+03}
+  - {value: 1.100000e+03}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 0.98, low: 0.68}
+  - {high: 0.98, low: 0.68}
+  - {high: 0.98, low: 0.68}
+  - {high: 0.98, low: 0.68}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 1.74, low: 1.33}
+  - {high: 1.74, low: 1.33}
+  - {high: 1.74, low: 1.33}
+  - {high: 1.74, low: 1.33}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 2.50, low: 1.74}
+  - {high: 2.50, low: 1.74}
+  - {high: 2.50, low: 1.74}
+  - {high: 2.50, low: 1.74}
+  - {high: 2.50, low: 1.74}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.68, low: 0.36}
+  - {high: 0.98, low: 0.68}
+  - {high: 1.33, low: 0.98}
+  - {high: 1.74, low: 1.33}
+  - {high: 2.50, low: 1.74}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table481.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table481.yaml
new file mode 100644
index 0000000000..7fb04091db
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table481.yaml
@@ -0,0 +1,1541 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DHT_TT (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +0.748%}
+    - asymerror: {minus: +0.704%, plus: -0.704%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.159%, plus: -2.159%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.023%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.126%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.237%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.229%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.287%, plus: -0.296%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.010%, plus: +0.007%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.282%, plus: +0.282%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.224%, plus: -0.348%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.032%, plus: +0.023%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.533%, plus: +1.533%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.034%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.130%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.073%, plus: +0.151%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.447%, plus: -0.006%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.310%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.442%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.114%, plus: +0.307%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.237%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.227%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.546%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.329%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.366%, plus: +0.590%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.070%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.121%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.864%, plus: +1.864%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.033%, plus: +1.033%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.468%, plus: +0.508%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.047%, plus: -0.049%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.102%, plus: +0.217%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.029%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.123%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.467%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.855328e-03
+  - errors:
+    - {label: stat, symerror: +2.585%}
+    - asymerror: {minus: -0.355%, plus: +0.355%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.912%, plus: +3.912%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.077%, plus: -0.195%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.032%, plus: -0.277%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.484%, plus: +0.043%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.156%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.274%, plus: +0.283%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.092%, plus: +0.089%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.875%, plus: +0.875%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.660%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.446%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.098%, plus: -0.147%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.992%, plus: +3.992%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.232%, plus: +0.232%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.649%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.077%, plus: +0.075%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.059%, plus: -0.317%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.302%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.338%, plus: +0.198%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.216%, plus: -0.417%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: +0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.537%, plus: +0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.620%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.037%, plus: +0.090%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.521%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.743%, plus: -1.183%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.749%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.769%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.692%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.043%, plus: -1.804%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.974%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.280%, plus: +0.716%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.244%, plus: -0.372%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.501%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.312%, plus: -5.312%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.636%, plus: -1.349%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.069%, plus: +0.071%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.196%, plus: +0.196%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.314%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.170%, plus: -0.316%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.269%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.639%, plus: -0.845%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.670381e-03
+  - errors:
+    - {label: stat, symerror: +3.104%}
+    - asymerror: {minus: -2.528%, plus: +2.528%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.004%, plus: +4.004%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.109%, plus: -0.212%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.062%, plus: -0.063%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.015%, plus: -0.322%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.678%, plus: +0.136%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.671%, plus: +0.694%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.067%, plus: +0.085%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.055%, plus: +1.055%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.940%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.292%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.680%, plus: +4.680%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.342%, plus: +0.343%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.591%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.122%, plus: +0.118%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.240%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.380%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.240%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.337%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.186%, plus: -0.359%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.907%, plus: +0.089%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.749%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.081%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.438%, plus: -0.599%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.575%, plus: -0.511%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.319%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.577%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.237%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.707%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.711%, plus: -1.072%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.040%, plus: -0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.343%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.264%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.896%, plus: -7.896%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.185%, plus: -2.185%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.144%, plus: -0.500%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.084%, plus: +0.087%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.139%, plus: +0.139%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.041%, plus: -0.282%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.138%, plus: +0.147%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.231%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.274%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.367%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.102%, plus: +0.101%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.090694e-03
+  - errors:
+    - {label: stat, symerror: +3.121%}
+    - asymerror: {minus: -1.059%, plus: +1.059%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.558%, plus: +5.558%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.043%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.284%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.663%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.948%, plus: +0.982%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.010%, plus: +0.018%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.075%, plus: +1.075%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.291%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.256%, plus: +1.100%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.303%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.184%, plus: +4.184%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.335%, plus: +0.335%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.516%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.156%, plus: +0.151%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.107%, plus: -0.107%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.235%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.108%, plus: -0.310%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.025%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.017%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.890%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.805%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.354%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.008%, plus: -0.370%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.484%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.564%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.437%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.919%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.834%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.206%, plus: -1.989%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.026%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.284%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.294%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.515%, plus: -5.515%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.169%, plus: -2.169%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.943%, plus: -0.894%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.155%, plus: +0.158%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.640%, plus: -0.555%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.023%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.033%, plus: +0.134%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.218%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.320%, plus: -0.383%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.243%, plus: +0.243%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.984935e-04
+  - errors:
+    - {label: stat, symerror: +3.019%}
+    - asymerror: {minus: -1.351%, plus: +1.351%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.650%, plus: +8.650%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.000%, plus: -0.262%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.198%, plus: +0.197%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.091%, plus: -0.092%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.431%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.509%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.666%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.106%, plus: +1.145%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.089%, plus: -0.069%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.040%, plus: +1.040%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.485%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.418%, plus: +1.818%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.667%, plus: +3.667%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.316%, plus: +0.317%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.751%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.172%, plus: +0.166%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.150%, plus: +0.151%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.122%, plus: -0.122%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.394%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.021%, plus: -0.416%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.033%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.934%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.053%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.272%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.375%, plus: +0.001%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.109%, plus: -0.819%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.074%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.453%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.387%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.731%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.627%, plus: -3.181%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.016%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.066%, plus: -0.306%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.201%, plus: -3.201%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.687%, plus: -4.687%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.613%, plus: -1.920%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.045%, plus: -0.044%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.147%, plus: +0.151%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.818%, plus: -1.105%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.063%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.022%, plus: +0.003%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.285%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.344%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.972%, plus: -1.187%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.002%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.358%, plus: +0.358%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.229816e-04
+  - errors:
+    - {label: stat, symerror: +3.057%}
+    - asymerror: {minus: -2.500%, plus: +2.500%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.376%, plus: +8.376%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.086%, plus: -0.203%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.279%, plus: +0.279%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.060%, plus: -0.440%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.832%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.651%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.248%, plus: +1.290%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.204%, plus: -0.187%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.060%, plus: +1.060%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.306%, plus: +2.022%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.188%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.144%, plus: -0.099%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.406%, plus: +3.406%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.245%, plus: +0.245%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.320%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.127%, plus: +0.121%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.221%, plus: +0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.088%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.391%, plus: +0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.317%, plus: -0.404%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.402%, plus: +0.143%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.207%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.295%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.627%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.063%, plus: -0.819%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.520%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.097%, plus: -1.721%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.005%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.865%, plus: -3.657%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.021%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.019%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.261%, plus: -2.261%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.229%, plus: -7.229%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.478%, plus: -2.047%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.173%, plus: +0.177%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.116%, plus: -0.116%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.803%, plus: -0.912%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.097%, plus: -0.268%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.455%, plus: +0.230%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +2.518%, plus: -1.102%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.018%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.464%, plus: +0.464%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.528750e-04
+  - errors:
+    - {label: stat, symerror: +3.212%}
+    - asymerror: {minus: -3.461%, plus: +3.461%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.431%, plus: +6.431%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.032%, plus: -0.197%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.399%, plus: +0.398%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.057%, plus: +0.056%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.466%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.936%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.307%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.326%, plus: +1.371%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.311%, plus: -0.320%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.116%, plus: +1.116%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.604%, plus: +1.902%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.285%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.379%, plus: -0.149%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.274%, plus: +3.274%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.183%, plus: +0.183%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.595%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.064%, plus: +0.059%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.289%, plus: +0.291%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.154%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.464%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.293%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.298%, plus: -0.555%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.232%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.224%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.719%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.660%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.612%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.610%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.161%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.060%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.286%, plus: -3.937%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.021%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.578%, plus: -1.578%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.288%, plus: -7.288%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.235%, plus: -2.409%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.252%, plus: +0.256%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.217%, plus: -0.217%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.705%, plus: -1.153%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.209%, plus: -0.210%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.023%, plus: -0.226%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.420%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.501%, plus: -1.435%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.551%, plus: +0.552%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.513513e-04
+  - errors:
+    - {label: stat, symerror: +3.423%}
+    - asymerror: {minus: -4.000%, plus: +4.000%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.322%, plus: +9.322%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.014%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.478%, plus: +0.477%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.075%, plus: +0.074%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.237%, plus: -0.366%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.800%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.357%, plus: +1.402%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.404%, plus: -0.403%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.185%, plus: +1.185%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.271%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.539%, plus: +1.966%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.244%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.248%, plus: -0.272%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.188%, plus: +3.188%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.098%, plus: +0.099%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.362%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.011%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.347%, plus: +0.349%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.166%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.040%, plus: -0.200%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.329%, plus: +0.339%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.378%, plus: -0.474%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.105%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.238%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.617%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.744%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.903%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.405%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.685%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.941%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.126%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.985%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.798%, plus: -4.716%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.019%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.649%, plus: -0.649%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.967%, plus: -5.967%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.274%, plus: -2.558%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.257%, plus: +0.260%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.276%, plus: -0.276%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.093%, plus: -1.137%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.342%, plus: -0.343%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.310%, plus: +0.104%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.022%, plus: -0.248%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.567%, plus: +0.345%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.119%, plus: -1.484%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.617%, plus: +0.618%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.104383e-05
+  - errors:
+    - {label: stat, symerror: +3.700%}
+    - asymerror: {minus: -6.152%, plus: +6.152%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -14.235%, plus: +14.235%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.092%, plus: -0.126%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.583%, plus: +0.585%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.234%, plus: -0.394%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.004%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.386%, plus: +1.431%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.490%, plus: -0.471%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.287%, plus: +1.287%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.125%, plus: -0.284%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.341%, plus: +1.943%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.361%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.305%, plus: +3.305%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.027%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.475%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.097%, plus: -0.099%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.403%, plus: +0.405%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.056%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.360%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.415%, plus: -0.492%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.024%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.862%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.969%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.131%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.635%, plus: -0.461%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.202%, plus: -0.865%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.065%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.481%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.831%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.488%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.698%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +4.178%, plus: -6.584%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.362%, plus: +0.200%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.946%, plus: +0.946%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.237%, plus: -5.237%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.350%, plus: -2.714%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.244%, plus: +0.248%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.339%, plus: -0.339%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.229%, plus: -1.247%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.525%, plus: -0.527%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.178%, plus: +0.259%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.026%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.710%, plus: +0.314%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.379%, plus: -0.629%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.672%, plus: +0.673%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.851902e-05
+  - errors:
+    - {label: stat, symerror: +4.500%}
+    - asymerror: {minus: -10.003%, plus: +10.003%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -14.068%, plus: +14.068%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.019%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.690%, plus: +0.692%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.575%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.486%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.199%, plus: +0.110%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.442%, plus: +1.489%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.534%, plus: -0.520%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.511%, plus: +1.511%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.293%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.163%, plus: +1.908%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.391%, plus: +0.156%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.666%, plus: -0.319%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.541%, plus: +3.541%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.123%, plus: -0.121%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.761%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.282%, plus: -0.280%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.469%, plus: +0.472%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.247%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.283%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.303%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.053%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.199%, plus: -0.545%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.596%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.443%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.677%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.035%, plus: -0.138%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.603%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.393%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.233%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.287%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.424%, plus: -7.811%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.016%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.424%, plus: +0.478%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.018%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.276%, plus: +1.276%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.168%, plus: -11.168%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.761%, plus: -2.385%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.252%, plus: +0.256%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.409%, plus: -0.409%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.829%, plus: -1.385%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.829%, plus: -0.831%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.038%, plus: -0.093%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.203%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.423%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.582%, plus: -0.346%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.709%, plus: +0.711%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.584491e-05
+  - errors:
+    - {label: stat, symerror: +5.195%}
+    - asymerror: {minus: -10.762%, plus: +10.762%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.151%, plus: +8.151%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.240%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.761%, plus: +0.763%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.154%, plus: +0.153%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.053%, plus: -0.160%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.464%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.353%, plus: +0.209%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.484%, plus: +1.531%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.604%, plus: -0.599%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.279%, plus: +1.279%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.596%, plus: +0.355%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.402%, plus: +1.156%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.483%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.824%, plus: +2.824%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.312%, plus: -0.307%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.574%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.594%, plus: -0.585%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.539%, plus: +0.542%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.193%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.292%, plus: +0.308%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.297%, plus: -0.569%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.491%, plus: +0.337%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.411%, plus: +0.218%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.166%, plus: -0.287%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.022%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.028%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.980%, plus: +0.378%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.326%, plus: -1.036%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.986%, plus: +0.252%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.146%, plus: -0.322%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.180%, plus: -0.527%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.471%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.957%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.295%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.079%, plus: -1.145%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.873%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.187%, plus: -7.998%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.062%, plus: +1.565%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.628%, plus: -0.816%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.266%, plus: +2.266%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.556%, plus: -10.556%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.094%, plus: -1.867%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.356%, plus: +0.359%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.104%, plus: +0.104%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.424%, plus: -0.424%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.621%, plus: -0.864%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.452%, plus: -1.447%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.191%, plus: -0.115%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.116%, plus: -0.543%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -1.145%, plus: +0.814%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.301%, plus: +0.867%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.093%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.703%, plus: +0.704%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.321054e-06
+- header: {name: '1/SIG*DSIG/DHT_TT (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.708190e-03
+   - value: 1.764006e-03
+   - value: 1.182131e-03
+   - value: 7.792813e-04
+   - value: 4.962145e-04
+   - value: 3.075545e-04
+   - value: 1.939014e-04
+   - value: 1.193495e-04
+   - value: 7.134720e-05
+   - value: 4.276790e-05
+   - value: 1.210869e-05
+independent_variables:
+- header: {name: 'HT_TT', units: 'GeV'}
+  values:
+  - {high: 345.0, low: 150.0}
+  - {high: 397.5, low: 345.0}
+  - {high: 450.0, low: 397.5}
+  - {high: 502.5, low: 450.0}
+  - {high: 562.5, low: 502.5}
+  - {high: 622.5, low: 562.5}
+  - {high: 682.5, low: 622.5}
+  - {high: 750.0, low: 682.5}
+  - {high: 825.0, low: 750.0}
+  - {high: 900.0, low: 825.0}
+  - {high: 1300.0, low: 900.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table482.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table482.yaml
new file mode 100644
index 0000000000..ccac3fdd8a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table482.yaml
@@ -0,0 +1,373 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: '1/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.438000e-08}
+  - {value: -1.479000e-08}
+  - {value: -1.420000e-08}
+  - {value: -8.225000e-09}
+  - {value: -5.502000e-09}
+  - {value: -3.431000e-09}
+  - {value: -1.751000e-09}
+  - {value: -1.133000e-09}
+  - {value: -8.054000e-10}
+  - {value: -5.079000e-10}
+  - {value: -8.365000e-11}
+  - {value: -1.479000e-08}
+  - {value: 1.895000e-08}
+  - {value: 1.521000e-08}
+  - {value: 8.016000e-09}
+  - {value: 4.707000e-09}
+  - {value: 2.701000e-09}
+  - {value: 1.315000e-09}
+  - {value: 8.617000e-10}
+  - {value: 6.125000e-10}
+  - {value: 3.414000e-10}
+  - {value: 4.418000e-11}
+  - {value: -1.420000e-08}
+  - {value: 1.521000e-08}
+  - {value: 1.614000e-08}
+  - {value: 8.171000e-09}
+  - {value: 4.740000e-09}
+  - {value: 2.914000e-09}
+  - {value: 1.511000e-09}
+  - {value: 9.221000e-10}
+  - {value: 5.576000e-10}
+  - {value: 3.130000e-10}
+  - {value: 4.289000e-11}
+  - {value: -8.225000e-09}
+  - {value: 8.016000e-09}
+  - {value: 8.171000e-09}
+  - {value: 5.176000e-09}
+  - {value: 3.222000e-09}
+  - {value: 1.909000e-09}
+  - {value: 9.646000e-10}
+  - {value: 6.283000e-10}
+  - {value: 4.557000e-10}
+  - {value: 2.841000e-10}
+  - {value: 4.671000e-11}
+  - {value: -5.502000e-09}
+  - {value: 4.707000e-09}
+  - {value: 4.740000e-09}
+  - {value: 3.222000e-09}
+  - {value: 2.563000e-09}
+  - {value: 1.616000e-09}
+  - {value: 8.133000e-10}
+  - {value: 5.458000e-10}
+  - {value: 4.157000e-10}
+  - {value: 2.757000e-10}
+  - {value: 4.856000e-11}
+  - {value: -3.431000e-09}
+  - {value: 2.701000e-09}
+  - {value: 2.914000e-09}
+  - {value: 1.909000e-09}
+  - {value: 1.616000e-09}
+  - {value: 1.136000e-09}
+  - {value: 5.865000e-10}
+  - {value: 3.727000e-10}
+  - {value: 2.736000e-10}
+  - {value: 1.889000e-10}
+  - {value: 3.478000e-11}
+  - {value: -1.751000e-09}
+  - {value: 1.315000e-09}
+  - {value: 1.511000e-09}
+  - {value: 9.646000e-10}
+  - {value: 8.133000e-10}
+  - {value: 5.865000e-10}
+  - {value: 3.321000e-10}
+  - {value: 2.003000e-10}
+  - {value: 1.356000e-10}
+  - {value: 9.706000e-11}
+  - {value: 1.865000e-11}
+  - {value: -1.133000e-09}
+  - {value: 8.617000e-10}
+  - {value: 9.221000e-10}
+  - {value: 6.283000e-10}
+  - {value: 5.458000e-10}
+  - {value: 3.727000e-10}
+  - {value: 2.003000e-10}
+  - {value: 1.421000e-10}
+  - {value: 1.029000e-10}
+  - {value: 6.674000e-11}
+  - {value: 1.222000e-11}
+  - {value: -8.054000e-10}
+  - {value: 6.125000e-10}
+  - {value: 5.576000e-10}
+  - {value: 4.557000e-10}
+  - {value: 4.157000e-10}
+  - {value: 2.736000e-10}
+  - {value: 1.356000e-10}
+  - {value: 1.029000e-10}
+  - {value: 9.100000e-11}
+  - {value: 5.818000e-11}
+  - {value: 1.019000e-11}
+  - {value: -5.079000e-10}
+  - {value: 3.414000e-10}
+  - {value: 3.130000e-10}
+  - {value: 2.841000e-10}
+  - {value: 2.757000e-10}
+  - {value: 1.889000e-10}
+  - {value: 9.706000e-11}
+  - {value: 6.674000e-11}
+  - {value: 5.818000e-11}
+  - {value: 4.748000e-11}
+  - {value: 9.089000e-12}
+  - {value: -8.365000e-11}
+  - {value: 4.418000e-11}
+  - {value: 4.289000e-11}
+  - {value: 4.671000e-11}
+  - {value: 4.856000e-11}
+  - {value: 3.478000e-11}
+  - {value: 1.865000e-11}
+  - {value: 1.222000e-11}
+  - {value: 1.019000e-11}
+  - {value: 9.089000e-12}
+  - {value: 2.248000e-12}
+independent_variables:
+- header: {name: 'HT_TT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 150.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 450.00, low: 397.50}
+  - {high: 450.00, low: 397.50}
+  - {high: 450.00, low: 397.50}
+  - {high: 450.00, low: 397.50}
+  - {high: 450.00, low: 397.50}
+  - {high: 450.00, low: 397.50}
+  - {high: 450.00, low: 397.50}
+  - {high: 450.00, low: 397.50}
+  - {high: 450.00, low: 397.50}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 502.50, low: 450.00}
+  - {high: 502.50, low: 450.00}
+  - {high: 502.50, low: 450.00}
+  - {high: 502.50, low: 450.00}
+  - {high: 502.50, low: 450.00}
+  - {high: 502.50, low: 450.00}
+  - {high: 502.50, low: 450.00}
+  - {high: 502.50, low: 450.00}
+  - {high: 502.50, low: 450.00}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 562.50, low: 502.50}
+  - {high: 562.50, low: 502.50}
+  - {high: 562.50, low: 502.50}
+  - {high: 562.50, low: 502.50}
+  - {high: 562.50, low: 502.50}
+  - {high: 562.50, low: 502.50}
+  - {high: 562.50, low: 502.50}
+  - {high: 562.50, low: 502.50}
+  - {high: 562.50, low: 502.50}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 825.00, low: 750.00}
+  - {high: 825.00, low: 750.00}
+  - {high: 825.00, low: 750.00}
+  - {high: 825.00, low: 750.00}
+  - {high: 825.00, low: 750.00}
+  - {high: 825.00, low: 750.00}
+  - {high: 825.00, low: 750.00}
+  - {high: 825.00, low: 750.00}
+  - {high: 825.00, low: 750.00}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 1300.00, low: 900.00}
+- header: {name: 'HT_TT', units: 'GeV' }
+  values:
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table483.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table483.yaml
new file mode 100644
index 0000000000..835dcb5194
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table483.yaml
@@ -0,0 +1,1541 @@
+dependent_variables:
+- header: {name: 'DSIG/DHT_TT (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.763%}
+    - asymerror: {minus: -0.190%, plus: +0.190%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +11.850%, plus: -11.850%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.205%, plus: +0.360%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.462%, plus: +0.464%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.244%, plus: +0.682%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.592%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.357%, plus: -0.497%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.056%, plus: -2.047%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.296%, plus: +1.265%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.932%, plus: +0.932%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.472%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.674%, plus: -4.251%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.389%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.847%, plus: +0.865%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.409%, plus: +5.409%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.567%, plus: +0.566%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.750%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.689%, plus: +1.707%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.423%, plus: -0.422%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.266%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.255%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.304%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.727%, plus: -0.463%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.325%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.641%, plus: +0.911%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.807%, plus: -0.041%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.794%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.556%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.643%, plus: +0.385%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.572%, plus: +0.343%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.758%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.231%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.203%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.394%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.691%, plus: +6.080%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.132%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.480%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.190%, plus: +0.190%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.669%, plus: -0.669%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.958%, plus: +5.251%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.156%, plus: +0.151%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.700%, plus: +0.700%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.910%, plus: +2.208%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.259%, plus: -0.259%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.110%, plus: -0.012%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.279%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.608%, plus: -0.201%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.131%, plus: +4.433%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.003%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.087%, plus: +0.086%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.630165e+00
+  - errors:
+    - {label: stat, symerror: +2.303%}
+    - asymerror: {minus: -1.258%, plus: +1.258%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.381%, plus: -6.381%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.105%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.402%, plus: +0.403%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.203%, plus: +0.277%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.131%, plus: +0.177%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.012%, plus: -1.871%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.485%, plus: -1.479%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.376%, plus: +1.348%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.822%, plus: +0.822%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.760%, plus: -3.954%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.072%, plus: -0.371%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.717%, plus: +0.693%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.985%, plus: +2.985%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.895%, plus: +0.898%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.215%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.798%, plus: +1.817%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.384%, plus: -0.383%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.054%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.078%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.060%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.256%, plus: -0.209%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.081%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.354%, plus: +0.338%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.036%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.185%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.399%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.925%, plus: +0.130%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.134%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.281%, plus: -1.147%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.724%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.007%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.151%, plus: -1.162%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.910%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.608%, plus: +6.213%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.182%, plus: -0.337%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.144%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.868%, plus: -6.868%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.702%, plus: -1.702%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.904%, plus: +3.306%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.272%, plus: +0.272%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.915%, plus: +0.915%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.057%, plus: +1.666%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.276%, plus: -0.276%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.288%, plus: -0.357%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.072%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.250%, plus: -0.239%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.077%, plus: +3.285%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.158%, plus: +0.158%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.139560e+00
+  - errors:
+    - {label: stat, symerror: +2.127%}
+    - asymerror: {minus: -3.450%, plus: +3.450%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.298%, plus: -6.298%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.073%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.144%, plus: +0.144%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.391%, plus: +0.391%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.152%, plus: -0.152%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.220%, plus: +0.232%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.326%, plus: +0.270%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.888%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.082%, plus: -1.075%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.352%, plus: +1.344%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.776%, plus: +0.776%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.214%, plus: +0.109%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.769%, plus: -3.014%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.005%, plus: -0.192%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.648%, plus: +0.939%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.212%, plus: +2.212%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.005%, plus: +1.010%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.843%, plus: +1.861%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.342%, plus: -0.342%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.119%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.258%, plus: -0.266%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.384%, plus: +0.397%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.552%, plus: +0.054%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.969%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.114%, plus: -0.475%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.302%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.212%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.572%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.591%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.643%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.640%, plus: +4.327%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.022%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.281%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.082%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.409%, plus: -9.409%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.832%, plus: -3.832%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.419%, plus: +4.195%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.287%, plus: +0.287%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.858%, plus: +0.858%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.770%, plus: +1.699%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.288%, plus: -0.287%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.021%, plus: +0.106%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.033%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.209%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.384%, plus: +4.039%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.047%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.265%, plus: +0.265%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.440880e-01
+  - errors:
+    - {label: stat, symerror: +2.005%}
+    - asymerror: {minus: -1.968%, plus: +1.968%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.898%, plus: -4.898%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.139%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.191%, plus: +0.191%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.426%, plus: +0.427%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.163%, plus: -0.163%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.227%, plus: +0.270%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.101%, plus: -0.909%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.799%, plus: -0.792%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.296%, plus: +1.276%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.745%, plus: +0.745%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.053%, plus: +0.048%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.177%, plus: -2.860%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.911%, plus: +0.939%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.646%, plus: +1.646%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.998%, plus: +1.003%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.200%, plus: +0.099%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.876%, plus: +1.894%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.294%, plus: -0.294%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.094%, plus: -0.094%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.067%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.060%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.085%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.360%, plus: -0.312%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.109%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.462%, plus: +0.446%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.021%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.535%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.327%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.243%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.694%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.941%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.543%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.432%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.375%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.095%, plus: -0.770%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.157%, plus: +3.360%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.008%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.222%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.036%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.063%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.067%, plus: -7.067%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.817%, plus: -3.817%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.611%, plus: +3.783%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.358%, plus: +0.359%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.725%, plus: +0.725%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.182%, plus: +1.420%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.312%, plus: -0.312%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.205%, plus: -0.239%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.428%, plus: +3.766%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.407%, plus: +0.407%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.765231e-01
+  - errors:
+    - {label: stat, symerror: +1.962%}
+    - asymerror: {minus: -2.263%, plus: +2.263%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.112%, plus: -2.112%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.182%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.258%, plus: +0.259%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.447%, plus: +0.448%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.168%, plus: -0.168%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.269%, plus: +0.122%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.246%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.001%, plus: -1.385%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.638%, plus: -0.632%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.198%, plus: +1.188%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.723%, plus: +0.723%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.976%, plus: -2.170%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.112%, plus: -0.135%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.904%, plus: +0.727%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.291%, plus: +1.291%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.979%, plus: +0.984%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.435%, plus: +0.001%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.892%, plus: +1.910%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.235%, plus: -0.234%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.112%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.128%, plus: -0.158%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.059%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.200%, plus: -0.366%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.165%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.547%, plus: +0.339%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.576%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.160%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.075%, plus: +0.215%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.783%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.043%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.742%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.667%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.745%, plus: +2.103%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.004%, plus: -0.270%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.046%, plus: -0.221%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.792%, plus: -4.792%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.292%, plus: -6.292%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.971%, plus: +2.708%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.350%, plus: +0.351%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.636%, plus: +0.636%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.007%, plus: +0.860%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.352%, plus: -0.352%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.095%, plus: -0.038%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.171%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.139%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.806%, plus: +2.928%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.521%, plus: +0.522%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.885646e-01
+  - errors:
+    - {label: stat, symerror: +2.118%}
+    - asymerror: {minus: -3.422%, plus: +3.422%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.359%, plus: -2.359%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.096%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.339%, plus: +0.340%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.471%, plus: +0.472%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.160%, plus: -0.160%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.175%, plus: +0.113%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.481%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.046%, plus: -1.370%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.494%, plus: -0.489%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.085%, plus: +1.068%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.784%, plus: +0.784%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.076%, plus: +0.204%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.091%, plus: -1.974%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.110%, plus: -0.091%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.673%, plus: +0.742%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.086%, plus: +1.086%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.908%, plus: +0.912%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.227%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.848%, plus: +1.864%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.164%, plus: -0.164%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.054%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.112%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.045%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.029%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.203%, plus: -0.243%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.083%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.254%, plus: +0.351%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.049%, plus: +0.109%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.730%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.184%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.784%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.500%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.622%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.205%, plus: -1.078%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.941%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.512%, plus: +1.601%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.244%, plus: -0.196%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.867%, plus: -3.867%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.792%, plus: -8.792%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.146%, plus: +2.575%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.376%, plus: +0.377%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.601%, plus: +0.601%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.021%, plus: +1.057%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.408%, plus: -0.407%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.214%, plus: -0.308%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.098%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.286%, plus: +3.017%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.626%, plus: +0.628%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.725152e-01
+  - errors:
+    - {label: stat, symerror: +2.367%}
+    - asymerror: {minus: -4.392%, plus: +4.392%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.112%, plus: -4.112%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.150%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.459%, plus: +0.459%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.510%, plus: +0.511%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.139%, plus: -0.139%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.330%, plus: +0.087%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.585%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.086%, plus: -1.029%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.415%, plus: -0.410%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.979%, plus: +0.934%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.867%, plus: +0.867%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.311%, plus: +0.088%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.783%, plus: -2.090%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.075%, plus: -0.210%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.439%, plus: +0.692%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.936%, plus: +0.936%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.846%, plus: +0.849%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.785%, plus: +1.801%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.095%, plus: -0.095%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.046%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.168%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.129%, plus: -0.327%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.272%, plus: +0.199%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.879%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.625%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.112%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.204%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.797%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.590%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.057%, plus: -0.514%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.085%, plus: -0.996%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.102%, plus: +1.306%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.027%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.082%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.196%, plus: -3.196%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.850%, plus: -8.850%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.378%, plus: +2.196%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.455%, plus: +0.457%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.499%, plus: +0.499%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.117%, plus: +0.810%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.498%, plus: -0.498%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.140%, plus: -0.266%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.079%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.063%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.255%, plus: +2.670%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.714%, plus: +0.716%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.032542e-01
+  - errors:
+    - {label: stat, symerror: +2.670%}
+    - asymerror: {minus: -4.936%, plus: +4.936%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.507%, plus: -1.507%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.195%, plus: +0.297%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.538%, plus: +0.539%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.528%, plus: +0.529%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.122%, plus: -0.122%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.574%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.033%, plus: -1.519%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.383%, plus: -0.379%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.888%, plus: +0.850%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.962%, plus: +0.962%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.281%, plus: +0.221%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.850%, plus: -2.028%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.296%, plus: -0.169%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.569%, plus: +0.567%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.831%, plus: +0.831%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.762%, plus: +0.765%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.237%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.711%, plus: +1.726%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.093%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.120%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.165%, plus: +0.262%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.161%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.265%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.043%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.193%, plus: +0.281%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.751%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.762%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.506%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.890%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.368%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.925%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.937%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.100%, plus: -0.479%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.921%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.485%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.044%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.040%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.255%, plus: -0.189%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.281%, plus: -2.281%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.551%, plus: -7.551%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.340%, plus: +2.041%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.459%, plus: +0.461%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.439%, plus: +0.439%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.736%, plus: +0.827%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.632%, plus: -0.630%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.194%, plus: +0.063%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.220%, plus: -0.214%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.085%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.620%, plus: +2.619%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.030%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.780%, plus: +0.783%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.211150e-02
+  - errors:
+    - {label: stat, symerror: +3.037%}
+    - asymerror: {minus: -7.108%, plus: +7.108%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.920%, plus: +2.920%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.090%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.643%, plus: +0.646%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.525%, plus: +0.527%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.159%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.653%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.800%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.354%, plus: -0.350%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.803%, plus: +0.781%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.092%, plus: +1.092%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.055%, plus: -2.050%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.181%, plus: -0.035%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.817%, plus: +0.478%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.731%, plus: +0.731%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.691%, plus: +0.693%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.329%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.627%, plus: +1.640%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.043%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.107%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.055%, plus: +0.252%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.234%, plus: -0.211%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.020%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.156%, plus: +0.263%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.010%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.507%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.492%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.019%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.248%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.829%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.054%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.785%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.827%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.844%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.633%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.746%, plus: -1.486%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.001%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.423%, plus: +0.236%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.129%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.310%, plus: -0.442%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.713%, plus: -0.713%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.833%, plus: -6.833%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.267%, plus: +1.877%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.447%, plus: +0.448%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.376%, plus: +0.376%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.603%, plus: +0.715%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.816%, plus: -0.813%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.218%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.223%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.229%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.372%, plus: +3.510%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.092%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.834%, plus: +0.838%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.992258e-02
+  - errors:
+    - {label: stat, symerror: +3.990%}
+    - asymerror: {minus: -10.993%, plus: +10.993%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.770%, plus: +2.770%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.163%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.750%, plus: +0.754%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.573%, plus: +0.575%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.087%, plus: -0.353%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.062%, plus: -0.615%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.296%, plus: -0.293%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.759%, plus: +0.731%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.352%, plus: +1.352%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.303%, plus: +0.193%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.239%, plus: -2.084%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.093%, plus: +0.231%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.154%, plus: +0.520%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.749%, plus: +0.749%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.543%, plus: +0.544%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.446%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.446%, plus: +1.456%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.302%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.284%, plus: -0.477%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.371%, plus: +0.209%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.343%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.511%, plus: +0.165%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.637%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.668%, plus: +0.076%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.720%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.376%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.176%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.587%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.000%, plus: -0.222%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.964%, plus: -2.780%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.485%, plus: +0.514%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.142%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.376%, plus: -0.233%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.389%, plus: -0.389%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.665%, plus: -12.665%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.875%, plus: +2.222%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.455%, plus: +0.457%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.305%, plus: +0.305%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.996%, plus: +0.573%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.121%, plus: -1.116%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.155%, plus: -0.134%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.162%, plus: -0.169%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.132%, plus: +3.804%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.871%, plus: +0.875%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.445395e-02
+  - errors:
+    - {label: stat, symerror: +4.757%}
+    - asymerror: {minus: -11.759%, plus: +11.759%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.561%, plus: -2.561%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.422%, plus: +0.383%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.821%, plus: +0.824%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.606%, plus: +0.608%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.182%, plus: +0.394%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.331%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.516%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.254%, plus: -0.252%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.690%, plus: +0.651%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.082%, plus: +1.082%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.605%, plus: +0.696%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.027%, plus: -2.806%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.229%, plus: -0.408%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.010%, plus: +0.709%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.517%, plus: +0.517%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.355%, plus: +0.356%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.259%, plus: +0.036%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.139%, plus: +1.145%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.156%, plus: +0.156%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.146%, plus: +0.299%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.093%, plus: +0.250%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.101%, plus: +0.205%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.418%, plus: -0.516%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.103%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.383%, plus: +0.467%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.403%, plus: +0.469%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.036%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.626%, plus: +0.344%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.256%, plus: -0.559%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.874%, plus: +0.293%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.558%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.491%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.529%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.320%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.291%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.187%, plus: -0.498%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.809%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.732%, plus: -2.977%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.123%, plus: +1.601%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.989%, plus: -0.933%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.586%, plus: +0.586%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.062%, plus: -12.062%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.512%, plus: +2.764%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.558%, plus: +0.560%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.291%, plus: +0.291%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.200%, plus: +1.105%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.745%, plus: -1.731%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.308%, plus: -0.156%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.314%, plus: -0.509%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.666%, plus: +0.621%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.973%, plus: +5.068%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.111%, plus: +0.267%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.865%, plus: +0.869%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.358967e-03
+- header: {name: 'DSIG/DHT_TT (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.238136e+00
+   - value: 1.064693e+00
+   - value: 7.134937e-01
+   - value: 4.703473e-01
+   - value: 2.994980e-01
+   - value: 1.856293e-01
+   - value: 1.170322e-01
+   - value: 7.203521e-02
+   - value: 4.306271e-02
+   - value: 2.581323e-02
+   - value: 7.308386e-03
+independent_variables:
+- header: {name: 'HT_TT', units: 'GeV'}
+  values:
+  - {high: 345.0, low: 150.0}
+  - {high: 397.5, low: 345.0}
+  - {high: 450.0, low: 397.5}
+  - {high: 502.5, low: 450.0}
+  - {high: 562.5, low: 502.5}
+  - {high: 622.5, low: 562.5}
+  - {high: 682.5, low: 622.5}
+  - {high: 750.0, low: 682.5}
+  - {high: 825.0, low: 750.0}
+  - {high: 900.0, low: 825.0}
+  - {high: 1300.0, low: 900.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table484.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table484.yaml
new file mode 100644
index 0000000000..cb2eced37e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table484.yaml
@@ -0,0 +1,373 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.058000e-01}
+  - {value: 9.176000e-02}
+  - {value: 5.682000e-02}
+  - {value: 3.558000e-02}
+  - {value: 1.815000e-02}
+  - {value: 1.118000e-02}
+  - {value: 7.444000e-03}
+  - {value: 3.694000e-03}
+  - {value: 1.792000e-03}
+  - {value: 1.462000e-03}
+  - {value: 5.513000e-04}
+  - {value: 9.176000e-02}
+  - {value: 3.893000e-02}
+  - {value: 2.608000e-02}
+  - {value: 1.536000e-02}
+  - {value: 7.906000e-03}
+  - {value: 4.801000e-03}
+  - {value: 3.022000e-03}
+  - {value: 1.517000e-03}
+  - {value: 7.650000e-04}
+  - {value: 6.165000e-04}
+  - {value: 2.037000e-04}
+  - {value: 5.682000e-02}
+  - {value: 2.608000e-02}
+  - {value: 1.950000e-02}
+  - {value: 1.110000e-02}
+  - {value: 5.727000e-03}
+  - {value: 3.542000e-03}
+  - {value: 2.209000e-03}
+  - {value: 1.108000e-03}
+  - {value: 5.353000e-04}
+  - {value: 4.252000e-04}
+  - {value: 1.359000e-04}
+  - {value: 3.558000e-02}
+  - {value: 1.536000e-02}
+  - {value: 1.110000e-02}
+  - {value: 6.864000e-03}
+  - {value: 3.622000e-03}
+  - {value: 2.207000e-03}
+  - {value: 1.366000e-03}
+  - {value: 6.981000e-04}
+  - {value: 3.697000e-04}
+  - {value: 3.003000e-04}
+  - {value: 9.318000e-05}
+  - {value: 1.815000e-02}
+  - {value: 7.906000e-03}
+  - {value: 5.727000e-03}
+  - {value: 3.622000e-03}
+  - {value: 2.135000e-03}
+  - {value: 1.340000e-03}
+  - {value: 8.117000e-04}
+  - {value: 4.238000e-04}
+  - {value: 2.394000e-04}
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+  - {value: 2.207000e-03}
+  - {value: 1.340000e-03}
+  - {value: 8.973000e-04}
+  - {value: 5.430000e-04}
+  - {value: 2.800000e-04}
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+  - {value: 1.366000e-03}
+  - {value: 8.117000e-04}
+  - {value: 5.430000e-04}
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+  - {value: 1.757000e-04}
+  - {value: 9.380000e-05}
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+  - {value: 2.353000e-05}
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+  - {value: 6.981000e-04}
+  - {value: 4.238000e-04}
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+  - {value: 1.757000e-04}
+  - {value: 9.572000e-05}
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+  - {value: 5.353000e-04}
+  - {value: 3.697000e-04}
+  - {value: 2.394000e-04}
+  - {value: 1.572000e-04}
+  - {value: 9.380000e-05}
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+  - {value: 2.980000e-05}
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+  - {value: 4.252000e-04}
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+  - {value: 2.762000e-05}
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+  - {value: 5.513000e-04}
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+  - {value: 5.825000e-05}
+  - {value: 3.825000e-05}
+  - {value: 2.353000e-05}
+  - {value: 1.271000e-05}
+  - {value: 7.911000e-06}
+  - {value: 7.110000e-06}
+  - {value: 2.176000e-06}
+independent_variables:
+- header: {name: 'HT_TT', units: 'GeV' }
+  values:
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+  - {high: 345.00, low: 150.00}
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+- header: {name: 'HT_TT', units: 'GeV' }
+  values:
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+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
+  - {high: 345.00, low: 150.00}
+  - {high: 397.50, low: 345.00}
+  - {high: 450.00, low: 397.50}
+  - {high: 502.50, low: 450.00}
+  - {high: 562.50, low: 502.50}
+  - {high: 622.50, low: 562.50}
+  - {high: 682.50, low: 622.50}
+  - {high: 750.00, low: 682.50}
+  - {high: 825.00, low: 750.00}
+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table485.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table485.yaml
new file mode 100644
index 0000000000..1ecbf6f67a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table485.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DABS_T1_Y (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.661%}
+    - asymerror: {minus: -1.673%, plus: +1.673%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.588%, plus: +0.588%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.261%, plus: +0.206%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.538%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.021%, plus: -0.020%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.033%, plus: -0.024%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.615%, plus: +0.615%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.536%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.003%, plus: -0.250%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.394%, plus: +1.394%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.069%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.141%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.418%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.492%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.605%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.615%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.016%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.127%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.346%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.300%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.039%, plus: -0.311%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.507%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.116%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.039%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.301%, plus: +0.301%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.223%, plus: -0.223%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.615%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.278%, plus: -0.278%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.499%, plus: -0.484%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.124%, plus: +0.051%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.547%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.356146e-01
+  - errors:
+    - {label: stat, symerror: +2.061%}
+    - asymerror: {minus: -0.615%, plus: +0.615%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.493%, plus: +3.493%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.037%, plus: +0.036%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.304%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.760%, plus: +0.760%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.284%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.069%, plus: +1.204%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.395%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.696%, plus: +1.696%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.500%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.028%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.141%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.001%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.573%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.726%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.504%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.106%, plus: +0.884%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.193%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.514%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.517%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.541%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.485%, plus: -0.587%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.135%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.010%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.018%, plus: +0.215%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.507%, plus: +0.507%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.683%, plus: +1.683%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.892%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.017%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.330%, plus: -0.330%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.118%, plus: -0.375%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.052%, plus: -0.035%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.104%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.056%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.023%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.004%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.939636e-01
+  - errors:
+    - {label: stat, symerror: +2.306%}
+    - asymerror: {minus: +0.575%, plus: -0.575%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.139%, plus: +6.139%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.028%, plus: -0.132%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.865%, plus: -0.520%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.116%, plus: -0.015%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.051%, plus: -0.050%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.023%, plus: -0.011%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.835%, plus: +0.835%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.074%, plus: +0.127%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.843%, plus: +0.583%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.012%, plus: +0.056%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.895%, plus: +1.895%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.006%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.026%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.094%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.008%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.037%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.507%, plus: +0.196%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.552%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.181%, plus: +0.666%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.359%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.331%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.621%, plus: -0.427%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.310%, plus: +0.337%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.688%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.020%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.016%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.034%, plus: -1.034%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.441%, plus: -0.441%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.246%, plus: -0.640%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.342%, plus: -0.342%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.392%, plus: -0.628%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.025%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.220%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.067%, plus: -0.939%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.021%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.266576e-01
+  - errors:
+    - {label: stat, symerror: +2.419%}
+    - asymerror: {minus: -0.279%, plus: +0.279%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.664%, plus: +0.664%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.182%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.211%, plus: -0.355%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.003%, plus: -0.004%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.016%, plus: -0.011%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.877%, plus: +0.877%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.458%, plus: -0.103%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.293%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.003%, plus: -0.261%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.041%, plus: +2.041%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.037%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.009%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.221%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.029%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.219%, plus: +0.113%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.276%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.209%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.294%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.185%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.416%, plus: +0.054%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.291%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.145%, plus: +0.053%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.052%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.220%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.106%, plus: -1.106%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.271%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.008%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.324%, plus: -0.324%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.213%, plus: -0.250%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.232%, plus: -0.267%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.045%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.091%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.621%, plus: -0.290%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.070%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.694458e-01
+  - errors:
+    - {label: stat, symerror: +2.637%}
+    - asymerror: {minus: +2.539%, plus: -2.539%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.248%, plus: +1.248%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.946%, plus: +0.946%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.362%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.141%, plus: -0.485%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.023%, plus: +0.166%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.263%, plus: +2.263%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.376%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.014%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.023%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.065%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.049%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.030%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.981%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.806%, plus: +0.044%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.717%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.199%, plus: -0.956%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.549%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.431%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.428%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.344%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.287%, plus: -0.489%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +6.370%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.014%, plus: -0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.038%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.010%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.867%, plus: -0.867%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.664%, plus: +2.664%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.743%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.056%, plus: +0.054%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.888%, plus: +0.576%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.104%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.091%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.614%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.786201e-01
+  - errors:
+    - {label: stat, symerror: +2.806%}
+    - asymerror: {minus: +1.019%, plus: -1.019%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.635%, plus: -6.635%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.041%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.077%, plus: +0.002%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.300%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.354%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.103%, plus: +0.103%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.037%, plus: +0.005%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.045%, plus: +1.045%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.209%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.202%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.177%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.294%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.506%, plus: +2.506%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.073%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.034%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.062%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.191%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.025%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.333%, plus: -0.157%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.451%, plus: +0.018%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.233%, plus: -0.568%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.327%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.379%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.052%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.426%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.413%, plus: +0.195%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.330%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.229%, plus: +1.638%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.066%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.047%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.036%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.123%, plus: +1.123%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.508%, plus: -1.508%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.732%, plus: +0.732%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.160%, plus: +0.444%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.045%, plus: -0.111%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.053%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.702%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.768290e-01
+  - errors:
+    - {label: stat, symerror: +6.948%}
+    - asymerror: {minus: -0.231%, plus: +0.231%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +13.797%, plus: -13.797%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.270%, plus: +0.450%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.126%, plus: +0.410%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.321%, plus: +0.731%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.683%, plus: +3.122%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.041%, plus: -0.044%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.116%, plus: +0.111%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.666%, plus: +2.666%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.237%, plus: +0.716%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.213%, plus: -0.296%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.243%, plus: +0.110%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.298%, plus: +0.830%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.955%, plus: +6.955%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.025%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.377%, plus: +0.473%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.157%, plus: +0.277%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.194%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.028%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.250%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.341%, plus: +0.412%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.089%, plus: +0.177%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.385%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.780%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.836%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +2.862%, plus: -0.886%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.821%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +5.223%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +5.078%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.391%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.923%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.705%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -14.520%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.061%, plus: +0.391%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.167%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.260%, plus: -0.230%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.537%, plus: +1.537%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.412%, plus: -4.412%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.163%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.578%, plus: +1.578%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.707%, plus: +2.281%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.230%, plus: +0.077%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.416%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.489%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +3.065%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.162%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.566132e-01
+- header: {name: '1/SIG*DSIG/DABS_T1_Y (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.323228e-01
+   - value: 5.984868e-01
+   - value: 5.471134e-01
+   - value: 4.798518e-01
+   - value: 3.904226e-01
+   - value: 2.697060e-01
+   - value: 1.395736e-01
+independent_variables:
+- header: {name: 'ABS_T1_Y', units: ''}
+  values:
+  - {high: 0.36, low: 0.0}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.9, low: 0.64}
+  - {high: 1.18, low: 0.9}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.5, low: 1.98}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table486.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table486.yaml
new file mode 100644
index 0000000000..6a788500e7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table486.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.610000e-04}
+  - {value: 1.099000e-04}
+  - {value: 1.945000e-04}
+  - {value: 6.218000e-05}
+  - {value: -1.581000e-07}
+  - {value: -8.807000e-05}
+  - {value: -3.601000e-04}
+  - {value: 1.099000e-04}
+  - {value: 1.375000e-03}
+  - {value: 8.780000e-04}
+  - {value: 1.845000e-04}
+  - {value: 1.596000e-04}
+  - {value: -6.206000e-04}
+  - {value: -8.950000e-04}
+  - {value: 1.945000e-04}
+  - {value: 8.780000e-04}
+  - {value: 1.550000e-03}
+  - {value: 2.309000e-04}
+  - {value: 2.053000e-04}
+  - {value: -6.666000e-04}
+  - {value: -1.035000e-03}
+  - {value: 6.218000e-05}
+  - {value: 1.845000e-04}
+  - {value: 2.309000e-04}
+  - {value: 3.771000e-04}
+  - {value: 2.987000e-05}
+  - {value: -1.471000e-04}
+  - {value: -3.469000e-04}
+  - {value: -1.581000e-07}
+  - {value: 1.596000e-04}
+  - {value: 2.053000e-04}
+  - {value: 2.987000e-05}
+  - {value: 4.595000e-04}
+  - {value: -1.436000e-04}
+  - {value: -3.665000e-04}
+  - {value: -8.807000e-05}
+  - {value: -6.206000e-04}
+  - {value: -6.666000e-04}
+  - {value: -1.471000e-04}
+  - {value: -1.436000e-04}
+  - {value: 5.321000e-04}
+  - {value: 4.178000e-04}
+  - {value: -3.601000e-04}
+  - {value: -8.950000e-04}
+  - {value: -1.035000e-03}
+  - {value: -3.469000e-04}
+  - {value: -3.665000e-04}
+  - {value: 4.178000e-04}
+  - {value: 1.290000e-03}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table487.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table487.yaml
new file mode 100644
index 0000000000..2da2be63c6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table487.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: 'DSIG/DABS_T1_Y (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.642%}
+    - asymerror: {minus: -4.888%, plus: +4.888%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.764%, plus: -5.764%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.229%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.327%, plus: +0.328%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.443%, plus: +0.444%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.350%, plus: +0.219%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.567%, plus: +0.139%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.450%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.820%, plus: -0.813%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.163%, plus: +1.145%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.616%, plus: +0.616%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.212%, plus: +0.021%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.396%, plus: -3.264%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.105%, plus: -0.352%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.846%, plus: +0.707%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.339%, plus: +1.339%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.885%, plus: +0.889%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.357%, plus: +0.025%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.798%, plus: +1.815%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.216%, plus: -0.216%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.032%, plus: -0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.259%, plus: -0.410%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.149%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.542%, plus: +0.416%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.884%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.660%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.425%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.299%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.128%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.233%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.223%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.784%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.757%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.068%, plus: -0.885%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.306%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.120%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.216%, plus: -0.316%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.353%, plus: -7.353%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.190%, plus: -8.190%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.778%, plus: +3.309%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.335%, plus: +0.335%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.622%, plus: +0.622%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.010%, plus: +0.972%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.446%, plus: -0.445%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.052%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.114%, plus: -0.151%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.131%, plus: +3.548%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.482%, plus: +0.483%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.390218e+02
+  - errors:
+    - {label: stat, symerror: +2.050%}
+    - asymerror: {minus: -3.796%, plus: +3.796%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.042%, plus: -3.042%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.028%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.336%, plus: +0.337%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.455%, plus: +0.456%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.068%, plus: +0.296%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.198%, plus: +0.237%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.136%, plus: -0.811%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.789%, plus: -0.783%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.185%, plus: +1.172%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.763%, plus: +0.763%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.877%, plus: -1.721%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.377%, plus: +0.810%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.644%, plus: +1.644%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.899%, plus: +0.903%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.368%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.806%, plus: +1.823%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.221%, plus: -0.221%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.031%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.124%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.063%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.002%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.438%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.087%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.146%, plus: +0.425%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.179%, plus: +0.145%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.230%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.219%, plus: +0.116%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.458%, plus: +0.246%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.414%, plus: +0.363%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.428%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.623%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.230%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.131%, plus: -0.322%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.284%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.132%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.163%, plus: -7.163%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.436%, plus: -6.436%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.320%, plus: +3.425%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.345%, plus: +0.346%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.571%, plus: +0.571%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.401%, plus: +1.083%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.447%, plus: -0.446%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.125%, plus: -0.099%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.018%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.222%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.617%, plus: +3.737%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.036%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.037005e+02
+  - errors:
+    - {label: stat, symerror: +2.315%}
+    - asymerror: {minus: -2.568%, plus: +2.568%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.563%, plus: -0.563%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.175%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.303%, plus: +0.303%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.461%, plus: +0.462%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.207%, plus: +0.132%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.555%, plus: -0.587%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.125%, plus: -0.932%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.850%, plus: -0.843%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.173%, plus: +1.159%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.843%, plus: +0.843%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.250%, plus: +0.273%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.081%, plus: -2.324%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.099%, plus: -0.132%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.782%, plus: +0.852%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.869%, plus: +1.869%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.873%, plus: +0.877%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.304%, plus: +0.098%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.797%, plus: +1.814%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.033%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.066%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.171%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.007%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.117%, plus: -0.370%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.061%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.466%, plus: +0.311%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.015%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.489%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.702%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.031%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.878%, plus: +0.407%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.014%, plus: -0.310%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.888%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.796%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.658%, plus: -0.883%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.432%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.024%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.027%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.031%, plus: -0.250%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.587%, plus: -8.587%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.391%, plus: -8.391%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.945%, plus: +2.676%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.340%, plus: +0.340%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.558%, plus: +0.558%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.115%, plus: +0.826%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.436%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.110%, plus: -0.187%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.539%, plus: +2.772%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.020%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.476%, plus: +0.478%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.466228e+02
+  - errors:
+    - {label: stat, symerror: +2.445%}
+    - asymerror: {minus: -3.449%, plus: +3.449%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.692%, plus: -5.692%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.287%, plus: +0.287%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.437%, plus: +0.438%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.096%, plus: +0.308%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.507%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.220%, plus: -1.269%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.802%, plus: -0.796%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.179%, plus: +1.159%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.890%, plus: +0.890%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.281%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.106%, plus: -2.606%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.194%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.767%, plus: +0.533%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.040%, plus: +2.040%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.909%, plus: +0.914%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.047%, plus: +0.285%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.803%, plus: +1.821%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.299%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.182%, plus: +0.401%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.009%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.686%, plus: +0.092%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.665%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.674%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.710%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.952%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.939%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.501%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.866%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.793%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.653%, plus: -8.653%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.987%, plus: -7.987%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.921%, plus: +3.401%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.370%, plus: +0.371%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.577%, plus: +0.577%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.292%, plus: +1.210%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.434%, plus: -0.433%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.305%, plus: -0.331%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.258%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.005%, plus: +3.445%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.469%, plus: +0.471%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.981053e+02
+  - errors:
+    - {label: stat, symerror: +2.693%}
+    - asymerror: {minus: -0.543%, plus: +0.543%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.146%, plus: -5.146%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.207%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.248%, plus: +0.248%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.447%, plus: +0.448%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.280%, plus: +0.172%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.419%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.127%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.793%, plus: -0.788%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.209%, plus: +1.168%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.969%, plus: +0.969%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.538%, plus: +0.021%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.093%, plus: -3.361%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.253%, plus: +0.638%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.298%, plus: +2.298%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.882%, plus: +0.885%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.240%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.813%, plus: +1.830%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.239%, plus: -0.238%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.036%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.167%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.126%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.274%, plus: -0.323%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.068%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.407%, plus: +0.384%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.961%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.319%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.736%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.059%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.467%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.754%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.865%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.780%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.316%, plus: -1.063%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +7.157%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.018%, plus: -0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.034%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.033%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.086%, plus: -0.223%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.432%, plus: -8.432%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.534%, plus: -5.534%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.903%, plus: +3.309%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.418%, plus: +0.417%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.930%, plus: +0.930%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.376%, plus: +2.048%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.431%, plus: -0.430%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.012%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.075%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.195%, plus: +3.704%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.092%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.458%, plus: +0.459%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.210822e+02
+  - errors:
+    - {label: stat, symerror: +2.933%}
+    - asymerror: {minus: -2.110%, plus: +2.110%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.530%, plus: -12.530%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.204%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.260%, plus: +0.261%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.445%, plus: +0.446%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.312%, plus: +0.267%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.443%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.268%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.695%, plus: -0.691%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.232%, plus: +1.175%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.096%, plus: +1.096%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.385%, plus: +0.009%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.800%, plus: -4.057%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.043%, plus: -0.279%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.478%, plus: +0.834%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.603%, plus: +2.603%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.867%, plus: +0.870%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.821%, plus: +1.838%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.235%, plus: -0.234%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.050%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.096%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.151%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.342%, plus: -0.377%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.035%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.593%, plus: +0.447%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.646%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.707%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.023%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.686%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.290%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.863%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.375%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.904%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.444%, plus: +2.390%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.061%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.051%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.006%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.196%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.594%, plus: -6.594%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.373%, plus: -9.373%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.470%, plus: +3.286%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.360%, plus: +0.361%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.642%, plus: +1.642%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.644%, plus: +1.914%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.420%, plus: -0.419%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.118%, plus: -0.175%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.138%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.149%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.279%, plus: +3.748%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.347600e+02
+  - errors:
+    - {label: stat, symerror: +7.468%}
+    - asymerror: {minus: -3.400%, plus: +3.400%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +19.240%, plus: -19.240%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.433%, plus: +0.612%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.310%, plus: +0.310%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.457%, plus: +0.458%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.361%, plus: +0.676%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.628%, plus: +0.664%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.674%, plus: +2.177%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.840%, plus: -0.836%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.311%, plus: +1.282%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.841%, plus: +2.841%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.413%, plus: +0.862%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +6.256%, plus: -3.177%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.141%, plus: +0.007%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.065%, plus: +1.633%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.371%, plus: +7.371%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.859%, plus: +0.864%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.508%, plus: +0.644%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.768%, plus: +1.782%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.218%, plus: -0.218%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.215%, plus: +0.349%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.296%, plus: -0.223%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.106%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.155%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.560%, plus: -0.321%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.438%, plus: +0.523%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.491%, plus: +0.590%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.272%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.911%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.581%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.377%, plus: +1.752%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +2.143%, plus: -1.141%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.506%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.866%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +2.851%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.946%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.961%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.118%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -13.888%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.120%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.065%, plus: +0.420%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.210%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.437%, plus: -0.392%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.212%, plus: -6.212%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.045%, plus: -12.045%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.484%, plus: +4.539%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.420%, plus: +0.421%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -2.496%, plus: +2.496%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -3.183%, plus: +3.778%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.417%, plus: -0.416%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.157%, plus: +0.013%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.502%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.656%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.229%, plus: +6.926%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.202%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.480%, plus: +0.482%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.328131e+02
+- header: {name: 'DSIG/DABS_T1_Y (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.122457e+02
+   - value: 4.848351e+02
+   - value: 4.432175e+02
+   - value: 3.887287e+02
+   - value: 3.162820e+02
+   - value: 2.184892e+02
+   - value: 1.130688e+02
+independent_variables:
+- header: {name: 'ABS_T1_Y', units: ''}
+  values:
+  - {high: 0.36, low: 0.0}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.9, low: 0.64}
+  - {high: 1.18, low: 0.9}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.5, low: 1.98}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table488.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table488.yaml
new file mode 100644
index 0000000000..8b027fa2e4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table488.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.121000e+04}
+  - {value: 8.765000e+03}
+  - {value: 8.007000e+03}
+  - {value: 8.242000e+03}
+  - {value: 6.107000e+03}
+  - {value: 5.843000e+03}
+  - {value: 4.349000e+03}
+  - {value: 8.765000e+03}
+  - {value: 7.352000e+03}
+  - {value: 6.545000e+03}
+  - {value: 6.604000e+03}
+  - {value: 4.867000e+03}
+  - {value: 4.531000e+03}
+  - {value: 3.443000e+03}
+  - {value: 8.007000e+03}
+  - {value: 6.545000e+03}
+  - {value: 6.560000e+03}
+  - {value: 6.036000e+03}
+  - {value: 4.482000e+03}
+  - {value: 3.953000e+03}
+  - {value: 2.845000e+03}
+  - {value: 8.242000e+03}
+  - {value: 6.604000e+03}
+  - {value: 6.036000e+03}
+  - {value: 6.417000e+03}
+  - {value: 4.591000e+03}
+  - {value: 4.339000e+03}
+  - {value: 3.231000e+03}
+  - {value: 6.107000e+03}
+  - {value: 4.867000e+03}
+  - {value: 4.482000e+03}
+  - {value: 4.591000e+03}
+  - {value: 3.718000e+03}
+  - {value: 3.244000e+03}
+  - {value: 2.392000e+03}
+  - {value: 5.843000e+03}
+  - {value: 4.531000e+03}
+  - {value: 3.953000e+03}
+  - {value: 4.339000e+03}
+  - {value: 3.244000e+03}
+  - {value: 3.412000e+03}
+  - {value: 2.545000e+03}
+  - {value: 4.349000e+03}
+  - {value: 3.443000e+03}
+  - {value: 2.845000e+03}
+  - {value: 3.231000e+03}
+  - {value: 2.392000e+03}
+  - {value: 2.545000e+03}
+  - {value: 2.503000e+03}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+  - {high: 2.50, low: 1.98}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
+  - {high: 0.36, low: 0.00}
+  - {high: 0.64, low: 0.36}
+  - {high: 0.90, low: 0.64}
+  - {high: 1.18, low: 0.90}
+  - {high: 1.51, low: 1.18}
+  - {high: 1.98, low: 1.51}
+  - {high: 2.50, low: 1.98}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table489.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table489.yaml
new file mode 100644
index 0000000000..fc69d9f741
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table489.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.989%}
+    - asymerror: {minus: +0.364%, plus: -0.364%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.255%, plus: +2.255%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.026%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.357%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.175%, plus: -0.354%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.189%, plus: -0.193%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.715%, plus: +0.715%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.722%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.031%, plus: -0.081%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.846%, plus: +2.846%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.329%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.026%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.034%, plus: -0.165%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.042%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.167%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.052%, plus: +0.150%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.263%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.575%, plus: +0.978%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.192%, plus: +0.340%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.843%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.622%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.287%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.004%, plus: +2.556%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.157%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.357%, plus: -2.357%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.825%, plus: +3.825%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.114%, plus: +0.555%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.846%, plus: -0.127%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.064%, plus: -0.149%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.094%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.010%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.356%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.024%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.937502e-04
+  - errors:
+    - {label: stat, symerror: +2.328%}
+    - asymerror: {minus: -1.937%, plus: +1.937%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.073%, plus: +2.073%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.077%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.292%, plus: +0.189%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.849%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.078%, plus: -0.080%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.045%, plus: +0.053%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.840%, plus: +0.840%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.032%, plus: +0.341%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.569%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.286%, plus: -0.107%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.265%, plus: +3.265%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.126%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.014%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.205%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.133%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.224%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.325%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.278%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.535%, plus: -0.448%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.622%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.347%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.715%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.247%, plus: +0.201%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.753%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.096%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.072%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.090%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.404%, plus: +0.404%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.274%, plus: -0.274%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.170%, plus: +0.064%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.082%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.044%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.443%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.082%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.906771e-04
+  - errors:
+    - {label: stat, symerror: +2.355%}
+    - asymerror: {minus: +1.143%, plus: -1.143%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.439%, plus: -0.439%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.222%, plus: +0.157%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.087%, plus: -0.088%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.041%, plus: +0.028%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.897%, plus: +0.897%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.574%, plus: -0.792%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.269%, plus: +0.045%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.317%, plus: +3.317%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.034%, plus: -0.081%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.008%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.017%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.041%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.050%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.056%, plus: -0.169%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.202%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.047%, plus: +0.131%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.189%, plus: -0.062%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.258%, plus: -0.301%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.606%, plus: -0.655%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.950%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.076%, plus: +0.449%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.714%, plus: +1.977%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.037%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.037%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.189%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.291%, plus: +0.291%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.793%, plus: +0.793%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.855%, plus: +0.782%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.027%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.283%, plus: +0.283%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.845%, plus: +0.711%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.209%, plus: -0.127%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.933%, plus: +0.665%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.014%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.689343e-04
+  - errors:
+    - {label: stat, symerror: +7.476%}
+    - asymerror: {minus: +3.639%, plus: -3.639%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.572%, plus: -12.572%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.356%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.031%, plus: -0.145%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.637%, plus: -0.459%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.165%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.062%, plus: +0.051%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.290%, plus: +2.290%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.096%, plus: -0.487%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.291%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.773%, plus: +0.238%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.757%, plus: -0.262%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.882%, plus: +7.882%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.035%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.086%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.073%, plus: +0.071%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.381%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.327%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.236%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.467%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.194%, plus: +0.470%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.410%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.137%, plus: -0.534%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.046%, plus: +0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.877%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.892%, plus: +0.698%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.858%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.300%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.980%, plus: +0.633%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.293%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.365%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.267%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.265%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.389%, plus: -0.676%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.950%, plus: -5.079%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.417%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.342%, plus: +0.489%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.725%, plus: +6.725%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.226%, plus: -6.226%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.444%, plus: -2.385%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.924%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.626%, plus: +0.600%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.243%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.346%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.965%, plus: -3.145%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.575280e-04
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.668973e-04
+   - value: 7.572718e-04
+   - value: 5.251969e-04
+   - value: 1.919128e-04
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.46, low: 0.0}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.5, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table49.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table49.yaml
new file mode 100644
index 0000000000..b9df0e7710
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table49.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.807000e-04}
+  - {value: 1.674000e-04}
+  - {value: -4.491000e-04}
+  - {value: -4.181000e-04}
+  - {value: -4.727000e-04}
+  - {value: 1.674000e-04}
+  - {value: 3.011000e-03}
+  - {value: 1.047000e-03}
+  - {value: -1.483000e-03}
+  - {value: -2.889000e-03}
+  - {value: -4.491000e-04}
+  - {value: 1.047000e-03}
+  - {value: 3.661000e-03}
+  - {value: -7.745000e-04}
+  - {value: -2.196000e-03}
+  - {value: -4.181000e-04}
+  - {value: -1.483000e-03}
+  - {value: -7.745000e-04}
+  - {value: 2.512000e-03}
+  - {value: 1.052000e-03}
+  - {value: -4.727000e-04}
+  - {value: -2.889000e-03}
+  - {value: -2.196000e-03}
+  - {value: 1.052000e-03}
+  - {value: 4.979000e-03}
+independent_variables:
+- header: {name: 'Z_TT'}
+  values:
+  - {high: 0.49, low: 0.10}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 0.86, low: 0.74}
+  - {high: 0.86, low: 0.74}
+  - {high: 0.86, low: 0.74}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
+  - {high: 1.00, low: 0.86}
+  - {high: 1.00, low: 0.86}
+  - {high: 1.00, low: 0.86}
+  - {high: 1.00, low: 0.86}
+- header: {name: 'Z_TT'}
+  values:
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table490.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table490.yaml
new file mode 100644
index 0000000000..ec175d9d15
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table490.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.172%}
+    - asymerror: {minus: -2.915%, plus: +2.915%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.452%, plus: +7.452%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.023%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.208%, plus: +0.207%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.028%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.045%, plus: -0.266%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.820%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.380%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.668%, plus: +0.680%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.148%, plus: -0.147%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.057%, plus: +1.057%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.603%, plus: +0.136%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.168%, plus: -0.022%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.045%, plus: -0.102%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.600%, plus: +2.600%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.028%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.138%, plus: +0.138%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.026%, plus: -0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.162%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.154%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.166%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.041%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.544%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.973%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.588%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.607%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.058%, plus: -0.626%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.898%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.566%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.757%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.307%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.773%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.220%, plus: -0.260%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.005%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.045%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.908%, plus: -2.908%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.463%, plus: -3.463%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.112%, plus: -0.782%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.153%, plus: +0.155%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.674%, plus: -0.460%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.156%, plus: -0.157%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.090%, plus: +0.088%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.138%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.377%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.251%, plus: +0.251%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.387912e-04
+  - errors:
+    - {label: stat, symerror: +3.510%}
+    - asymerror: {minus: -5.279%, plus: +5.279%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.155%, plus: +5.155%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.068%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.258%, plus: +0.257%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.113%, plus: -0.125%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.629%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.063%, plus: +0.488%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.688%, plus: +0.701%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.159%, plus: -0.122%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.229%, plus: +1.229%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.376%, plus: -0.162%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.384%, plus: +1.060%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.130%, plus: -0.266%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.796%, plus: +2.796%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.268%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.037%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.141%, plus: +0.142%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.153%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.065%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.204%, plus: -0.180%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.051%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.705%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.057%, plus: -0.796%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.067%, plus: -0.893%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.148%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.814%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.136%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.824%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.280%, plus: -0.487%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.833%, plus: -4.204%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.196%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.023%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.019%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.466%, plus: -3.466%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.475%, plus: -4.475%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.513%, plus: -0.720%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.133%, plus: +0.134%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.192%, plus: -0.192%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.889%, plus: -0.568%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.166%, plus: -0.166%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.088%, plus: -0.219%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.022%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.212%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.054%, plus: +0.298%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.008%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.256%, plus: +0.256%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.328429e-04
+  - errors:
+    - {label: stat, symerror: +3.624%}
+    - asymerror: {minus: -3.792%, plus: +3.792%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.213%, plus: +3.213%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.132%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.223%, plus: +0.223%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.184%, plus: -0.303%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.448%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.720%, plus: +0.735%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.208%, plus: -0.232%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.284%, plus: +1.284%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.449%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.043%, plus: +1.206%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.684%, plus: +2.684%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.020%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.447%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.012%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.148%, plus: +0.149%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.023%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.066%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.194%, plus: +0.207%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.454%, plus: -0.213%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.274%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.150%, plus: -0.273%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.309%, plus: -0.116%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.076%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.197%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.073%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.001%, plus: -0.369%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.932%, plus: -4.150%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.895%, plus: -1.895%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.997%, plus: -4.997%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.428%, plus: -0.131%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.155%, plus: +0.156%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.598%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.166%, plus: -0.167%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.187%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.173%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.788%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.010%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.290%, plus: +0.289%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.864262e-04
+  - errors:
+    - {label: stat, symerror: +3.641%}
+    - asymerror: {minus: -0.390%, plus: +0.390%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.919%, plus: +3.919%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.215%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.241%, plus: +0.240%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.564%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.051%, plus: +0.083%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.785%, plus: +0.802%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.246%, plus: -0.254%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.304%, plus: +1.304%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.211%, plus: +0.059%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.598%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.263%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.433%, plus: +2.433%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.025%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.407%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.004%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.188%, plus: +0.189%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.346%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.008%, plus: -0.289%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.028%, plus: +0.043%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.028%, plus: -0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.246%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.266%, plus: -0.924%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.809%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.374%, plus: -0.378%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.483%, plus: -0.292%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.327%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.617%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.663%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.367%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.718%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.277%, plus: -2.282%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.318%, plus: +0.274%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.295%, plus: -0.370%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.323%, plus: -1.323%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.241%, plus: -4.241%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.309%, plus: -1.140%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.108%, plus: +0.109%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.860%, plus: +0.860%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.207%, plus: -0.208%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.415%, plus: -0.611%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.105%, plus: -0.336%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.416%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.218%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.361%, plus: +0.360%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.386512e-05
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.881806e-04
+   - value: 2.614501e-04
+   - value: 2.128194e-04
+   - value: 6.381234e-05
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.33, low: 0.0}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.5, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table491.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table491.yaml
new file mode 100644
index 0000000000..01cd93cd93
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table491.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.712%}
+    - asymerror: {minus: -2.514%, plus: +2.514%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.591%, plus: +6.591%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.100%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.416%, plus: +0.416%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.116%, plus: +0.116%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.022%, plus: -0.095%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.640%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.921%, plus: +0.937%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.243%, plus: -0.245%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.251%, plus: +1.251%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.270%, plus: +0.099%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.326%, plus: -0.200%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.191%, plus: -0.172%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.238%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.470%, plus: +2.470%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.039%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.040%, plus: -0.233%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.118%, plus: -0.117%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.242%, plus: +0.243%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.087%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.124%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.095%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.051%, plus: -0.179%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.022%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.363%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.015%, plus: -0.091%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.285%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.345%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.504%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.486%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.523%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.406%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.440%, plus: +0.462%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.002%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.316%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.372%, plus: -4.372%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.113%, plus: -3.113%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.522%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.190%, plus: +0.191%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.330%, plus: -0.330%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.423%, plus: -0.423%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.259%, plus: -0.256%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.174%, plus: -0.203%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.335%, plus: +0.271%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.422%, plus: +0.910%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.351%, plus: +0.350%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.256034e-05
+  - errors:
+    - {label: stat, symerror: +4.674%}
+    - asymerror: {minus: -5.263%, plus: +5.263%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.193%, plus: +3.193%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.308%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.454%, plus: +0.454%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.113%, plus: +0.113%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.270%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.422%, plus: +0.029%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.257%, plus: +0.224%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.950%, plus: +0.968%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.282%, plus: -0.288%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.519%, plus: +1.519%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.416%, plus: +0.206%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.426%, plus: +0.512%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.093%, plus: -0.292%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.337%, plus: +0.396%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.495%, plus: +2.495%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.073%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.327%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.262%, plus: +0.263%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.206%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.334%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.157%, plus: -0.256%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.235%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.220%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.039%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.958%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.144%, plus: -1.180%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.966%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.824%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.319%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.485%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.957%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.584%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.704%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.734%, plus: -4.518%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.055%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.889%, plus: +0.626%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.436%, plus: -0.574%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.003%, plus: -2.003%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.436%, plus: -9.436%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.428%, plus: -0.597%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.216%, plus: +0.218%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.062%, plus: +0.063%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.141%, plus: -0.141%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.406%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.494%, plus: -0.494%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.070%, plus: -0.003%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.191%, plus: -0.393%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.611%, plus: +0.370%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.836%, plus: +0.510%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.393%, plus: +0.393%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.280342e-06
+  - errors:
+    - {label: stat, symerror: +5.518%}
+    - asymerror: {minus: -4.307%, plus: +4.307%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.758%, plus: +2.758%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.611%, plus: +0.344%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.471%, plus: +0.471%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.231%, plus: +0.141%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.026%, plus: -0.631%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.090%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.038%, plus: +1.058%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.400%, plus: -0.387%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.836%, plus: +1.836%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.656%, plus: +0.197%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.575%, plus: -1.679%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.342%, plus: -0.567%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.779%, plus: +0.116%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.343%, plus: +2.343%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.210%, plus: -0.206%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.388%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.280%, plus: -0.277%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.337%, plus: +0.339%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.159%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.173%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.465%, plus: +0.419%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.193%, plus: -0.316%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.148%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.572%, plus: +0.113%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.037%, plus: -0.077%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.046%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.130%, plus: +0.256%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.328%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.908%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.260%, plus: -0.282%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.118%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.655%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.347%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.483%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +8.140%, plus: -13.337%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.463%, plus: +0.801%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.110%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.559%, plus: -1.329%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.566%, plus: -0.566%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.515%, plus: -6.515%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.828%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.221%, plus: +0.222%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.555%, plus: +1.555%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.147%, plus: +0.492%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.684%, plus: -0.684%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.323%, plus: -0.291%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.292%, plus: -0.713%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.874%, plus: +0.467%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.295%, plus: +1.549%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.052%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.477%, plus: +0.477%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.103867e-06
+- header: {name: '1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.332102e-05
+   - value: 1.067269e-05
+   - value: 2.398487e-06
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.4, low: 0.0}
+  - {high: 0.79, low: 0.4}
+  - {high: 2.5, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table492.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table492.yaml
new file mode 100644
index 0000000000..4302d8e9fb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table492.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.365306e-09}
+  - {value: 6.261224e-11}
+  - {value: -3.514286e-10}
+  - {value: -1.385918e-09}
+  - {value: 6.261224e-11}
+  - {value: 1.684490e-09}
+  - {value: -3.832653e-10}
+  - {value: -6.712245e-10}
+  - {value: -3.514286e-10}
+  - {value: -3.832653e-10}
+  - {value: 6.767347e-10}
+  - {value: -5.381633e-11}
+  - {value: -1.385918e-09}
+  - {value: -6.712245e-10}
+  - {value: -5.381633e-11}
+  - {value: 1.161837e-09}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table493.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table493.yaml
new file mode 100644
index 0000000000..750bf11bac
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table493.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.780952e-10}
+  - {value: 2.912698e-10}
+  - {value: -1.260317e-10}
+  - {value: -4.247090e-10}
+  - {value: -3.885185e-11}
+  - {value: 1.071958e-10}
+  - {value: -6.259259e-11}
+  - {value: -2.105820e-10}
+  - {value: -1.552910e-10}
+  - {value: 1.031217e-10}
+  - {value: -5.666667e-11}
+  - {value: -8.666667e-11}
+  - {value: -1.245503e-11}
+  - {value: 2.650265e-11}
+  - {value: -1.860317e-11}
+  - {value: -3.543915e-11}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table494.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table494.yaml
new file mode 100644
index 0000000000..81fc4c4de3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table494.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.459534e-10}
+  - {value: 3.355281e-10}
+  - {value: 2.178326e-10}
+  - {value: 6.706447e-11}
+  - {value: 3.355281e-10}
+  - {value: 4.705075e-10}
+  - {value: 2.406036e-10}
+  - {value: 5.443073e-11}
+  - {value: 2.178326e-10}
+  - {value: 2.406036e-10}
+  - {value: 2.367627e-10}
+  - {value: 3.844993e-11}
+  - {value: 6.706447e-11}
+  - {value: 5.443073e-11}
+  - {value: 3.844993e-11}
+  - {value: 1.724280e-11}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table495.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table495.yaml
new file mode 100644
index 0000000000..549ee57cc5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table495.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.087262e-11}
+  - {value: 1.533427e-11}
+  - {value: -6.524279e-12}
+  - {value: -2.493315e-11}
+  - {value: -2.651654e-11}
+  - {value: -3.233638e-13}
+  - {value: -1.142153e-12}
+  - {value: 3.538353e-12}
+  - {value: -6.633357e-12}
+  - {value: 1.618578e-13}
+  - {value: 4.900774e-13}
+  - {value: 1.036594e-12}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table496.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table496.yaml
new file mode 100644
index 0000000000..7ba698cfdc
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table496.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.461230e-11}
+  - {value: 1.597336e-11}
+  - {value: 9.990878e-12}
+  - {value: 3.650794e-12}
+  - {value: 1.243021e-11}
+  - {value: 1.619960e-11}
+  - {value: 1.194308e-11}
+  - {value: 2.829776e-12}
+  - {value: 1.559752e-12}
+  - {value: 2.906404e-12}
+  - {value: 2.169312e-12}
+  - {value: 4.261996e-13}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table497.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table497.yaml
new file mode 100644
index 0000000000..98ea53d56c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table497.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.752772e-12}
+  - {value: 5.775437e-13}
+  - {value: 6.015676e-14}
+  - {value: 5.775437e-13}
+  - {value: 1.280303e-12}
+  - {value: 1.991555e-13}
+  - {value: 6.015676e-14}
+  - {value: 1.991555e-13}
+  - {value: 6.661166e-14}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table498.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table498.yaml
new file mode 100644
index 0000000000..8672e96c20
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table498.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.104%}
+    - asymerror: {minus: -1.577%, plus: +1.577%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.495%, plus: -7.495%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.134%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.119%, plus: +0.119%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.447%, plus: +0.448%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.130%, plus: -0.129%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.083%, plus: +0.445%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.406%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.256%, plus: -1.508%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.517%, plus: -1.506%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.203%, plus: +1.190%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.745%, plus: +0.745%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.090%, plus: +0.152%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.676%, plus: -2.279%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.060%, plus: -0.077%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.512%, plus: +0.868%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.111%, plus: +3.111%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.801%, plus: +0.804%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.516%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.743%, plus: +1.760%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.324%, plus: -0.324%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.022%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.072%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.052%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.128%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.381%, plus: -0.208%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.027%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.452%, plus: +0.545%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.237%, plus: +0.157%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.111%, plus: +0.266%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.736%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.422%, plus: +1.056%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.724%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.096%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.083%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.586%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.066%, plus: -0.130%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.953%, plus: +4.369%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.045%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.043%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.222%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.551%, plus: -4.551%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.846%, plus: -2.846%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.273%, plus: +3.901%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.246%, plus: +0.246%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.442%, plus: +0.442%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.614%, plus: +1.225%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.293%, plus: -0.292%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.076%, plus: -0.098%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.018%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.285%, plus: -0.230%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.142%, plus: +3.504%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.014%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.280%, plus: +0.280%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.569238e-01
+  - errors:
+    - {label: stat, symerror: +2.419%}
+    - asymerror: {minus: -3.923%, plus: +3.923%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.660%, plus: -7.660%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.162%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.133%, plus: +0.133%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.426%, plus: +0.427%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.182%, plus: +0.423%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.184%, plus: +0.239%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.149%, plus: -0.320%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.405%, plus: -1.395%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.255%, plus: +1.243%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.866%, plus: +0.866%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.172%, plus: +0.371%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.132%, plus: -2.448%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.315%, plus: -0.103%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.875%, plus: +0.742%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.426%, plus: +3.426%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.841%, plus: +0.844%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.274%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.776%, plus: +1.794%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.326%, plus: -0.325%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.139%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.162%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.103%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.053%, plus: -0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.510%, plus: -0.368%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.149%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.259%, plus: +0.620%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.573%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.039%, plus: +0.010%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.495%, plus: +0.059%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.371%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.086%, plus: -0.273%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.955%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.661%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.565%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.563%, plus: +1.002%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.001%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.079%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.155%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.178%, plus: -2.178%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.048%, plus: -6.048%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.145%, plus: +3.537%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.264%, plus: +0.262%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.291%, plus: +0.291%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.615%, plus: +1.419%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.292%, plus: -0.292%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.182%, plus: -0.286%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.886%, plus: +3.593%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.092%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.289%, plus: +0.289%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.696305e-01
+  - errors:
+    - {label: stat, symerror: +2.590%}
+    - asymerror: {minus: -0.783%, plus: +0.783%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.932%, plus: -9.932%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.100%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.098%, plus: +0.098%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.394%, plus: +0.395%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.106%, plus: -0.106%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.355%, plus: +0.118%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.094%, plus: -0.161%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.003%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.414%, plus: -1.403%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.252%, plus: +1.218%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.979%, plus: +0.979%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.239%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.138%, plus: -3.748%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.913%, plus: +0.801%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.608%, plus: +3.608%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.776%, plus: +0.778%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.094%, plus: +0.105%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.759%, plus: +1.776%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.322%, plus: -0.322%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.114%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.011%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.156%, plus: -0.315%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.040%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.602%, plus: +0.313%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.011%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.343%, plus: +0.188%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.376%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.629%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.596%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.070%, plus: -1.014%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.200%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.003%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.433%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.643%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.022%, plus: +0.031%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.663%, plus: +3.779%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.134%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.963%, plus: -1.963%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.684%, plus: -5.684%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.991%, plus: +4.135%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.242%, plus: +0.242%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.850%, plus: +0.850%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.281%, plus: +2.075%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.294%, plus: -0.294%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.222%, plus: -0.076%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.334%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.193%, plus: +3.822%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.314%, plus: +0.315%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.818348e-01
+  - errors:
+    - {label: stat, symerror: +8.189%}
+    - asymerror: {minus: +1.761%, plus: -1.761%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +20.908%, plus: -20.908%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.374%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.151%, plus: +0.152%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.344%, plus: +0.344%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.164%, plus: +0.142%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.745%, plus: -0.410%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.033%, plus: -2.310%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.332%, plus: -1.322%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.273%, plus: +1.242%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.562%, plus: +2.562%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.457%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.199%, plus: -4.489%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.745%, plus: +0.242%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.492%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.729%, plus: +8.729%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.847%, plus: +0.848%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.213%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.838%, plus: +1.857%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.313%, plus: -0.312%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.483%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.483%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.305%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.506%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.248%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.551%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.264%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.070%, plus: +0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.053%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.578%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.205%, plus: +0.701%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.668%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.056%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.502%, plus: +0.269%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.008%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.027%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.567%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.721%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.443%, plus: -1.089%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.002%, plus: -3.401%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.515%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.268%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.277%, plus: +0.464%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.326%, plus: +4.326%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.252%, plus: -12.252%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.765%, plus: +0.863%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.233%, plus: +0.232%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.646%, plus: +0.646%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.656%, plus: +0.417%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.317%, plus: -0.316%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.614%, plus: +0.651%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.623%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.357%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.366%, plus: +0.367%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.334117e-01
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.168334e-01
+   - value: 6.261845e-01
+   - value: 4.342829e-01
+   - value: 1.586918e-01
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.46, low: 0.0}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.5, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table499.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table499.yaml
new file mode 100644
index 0000000000..9ae8390371
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table499.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.866%}
+    - asymerror: {minus: -4.920%, plus: +4.920%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.793%, plus: -2.793%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.062%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.367%, plus: +0.368%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.492%, plus: +0.493%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.149%, plus: +0.021%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.713%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.033%, plus: -1.534%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.649%, plus: -0.645%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.065%, plus: +1.041%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.939%, plus: +0.939%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.089%, plus: +0.177%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.930%, plus: -2.848%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.196%, plus: -0.018%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.601%, plus: +0.653%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.849%, plus: +1.849%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.874%, plus: +0.878%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.326%, plus: +0.011%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.794%, plus: +1.811%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.159%, plus: -0.159%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.014%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.070%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.123%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.208%, plus: -0.238%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.236%, plus: +0.394%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.839%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.970%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.399%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.291%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.986%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.149%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.912%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.055%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.664%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.186%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.273%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.092%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.026%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.110%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.090%, plus: -5.090%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.666%, plus: -9.666%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.054%, plus: +2.519%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.421%, plus: +0.423%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.439%, plus: +0.439%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.784%, plus: +0.887%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.488%, plus: -0.487%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.077%, plus: +0.139%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.137%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.358%, plus: +2.748%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.597%, plus: +0.599%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.022340e-01
+  - errors:
+    - {label: stat, symerror: +3.231%}
+    - asymerror: {minus: -7.330%, plus: +7.330%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.871%, plus: -4.871%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.017%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.417%, plus: +0.418%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.495%, plus: +0.496%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.143%, plus: -0.143%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.082%, plus: +0.162%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.522%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.018%, plus: -0.676%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.629%, plus: -0.624%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.054%, plus: +1.066%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.127%, plus: +1.127%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.236%, plus: -0.132%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.155%, plus: -1.951%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.158%, plus: -0.262%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.729%, plus: +0.704%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.103%, plus: +2.103%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.874%, plus: +0.878%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.396%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.803%, plus: +1.820%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.156%, plus: -0.156%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.033%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.012%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.070%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.114%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.240%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.065%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.198%, plus: +0.214%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.999%, plus: +0.002%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.792%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.817%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.816%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.505%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.067%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.560%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.435%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.282%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.334%, plus: -0.901%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.886%, plus: -2.510%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.294%, plus: -0.214%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.016%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.635%, plus: -5.635%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.613%, plus: -10.613%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.666%, plus: +2.583%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.401%, plus: +0.403%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.373%, plus: +0.373%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.572%, plus: +0.778%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.498%, plus: -0.497%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.101%, plus: -0.168%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.063%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.343%, plus: +3.444%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.602%, plus: +0.604%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.971964e-01
+  - errors:
+    - {label: stat, symerror: +3.341%}
+    - asymerror: {minus: -5.815%, plus: +5.815%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.628%, plus: -6.628%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.383%, plus: +0.384%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.471%, plus: +0.473%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.139%, plus: -0.139%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.353%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.020%, plus: -1.407%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.596%, plus: -0.590%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.006%, plus: +0.955%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.182%, plus: +1.182%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.308%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.505%, plus: -1.809%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.430%, plus: +0.780%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.919%, plus: +1.919%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.832%, plus: +0.835%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.494%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.779%, plus: +1.795%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.149%, plus: -0.149%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.098%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.027%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.110%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.570%, plus: +0.011%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.510%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.009%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.346%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.251%, plus: -0.403%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.055%, plus: -0.783%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.985%, plus: -2.455%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.100%, plus: -4.100%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.102%, plus: -11.102%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.779%, plus: +3.191%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.423%, plus: +0.424%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.495%, plus: +0.495%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.858%, plus: +1.413%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.498%, plus: -0.497%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.155%, plus: +0.010%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.112%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.102%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.671%, plus: +3.949%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.635%, plus: +0.637%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.578857e-01
+  - errors:
+    - {label: stat, symerror: +3.345%}
+    - asymerror: {minus: -2.346%, plus: +2.346%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.990%, plus: -5.990%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.300%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.401%, plus: +0.401%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.465%, plus: +0.466%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.142%, plus: -0.142%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.340%, plus: +0.263%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.456%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.030%, plus: -1.076%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.531%, plus: -0.524%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.968%, plus: +0.933%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.196%, plus: +1.196%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.350%, plus: +0.089%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.793%, plus: -2.399%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.907%, plus: +0.541%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.521%, plus: +1.521%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.787%, plus: +0.790%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.762%, plus: +1.778%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.203%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.122%, plus: -0.280%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.336%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.031%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.313%, plus: -0.510%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.182%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.429%, plus: +0.438%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.031%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.541%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.921%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.618%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.481%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.653%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.951%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.757%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.961%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.248%, plus: -0.097%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.131%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.331%, plus: -0.555%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.221%, plus: +0.221%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.149%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.360%, plus: -0.395%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.541%, plus: -3.541%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.395%, plus: -10.395%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.863%, plus: +2.149%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.376%, plus: +0.377%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.431%, plus: +1.431%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.591%, plus: +1.165%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.539%, plus: -0.538%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.428%, plus: -0.560%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.180%, plus: -0.330%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.502%, plus: +3.194%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.150%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.706%, plus: +0.709%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.561878e-02
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.382952e-01
+   - value: 2.161918e-01
+   - value: 1.759794e-01
+   - value: 5.276613e-02
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.33, low: 0.0}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.5, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table5.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table5.yaml
new file mode 100644
index 0000000000..22408919e5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table5.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.483000e-04}
+  - {value: -1.001000e-05}
+  - {value: -1.870000e-04}
+  - {value: -7.735000e-05}
+  - {value: -1.033000e-04}
+  - {value: -2.887000e-05}
+  - {value: -1.001000e-05}
+  - {value: 5.981000e-04}
+  - {value: -3.840000e-04}
+  - {value: -7.369000e-05}
+  - {value: -7.941000e-05}
+  - {value: 1.216000e-05}
+  - {value: -1.870000e-04}
+  - {value: -3.840000e-04}
+  - {value: 7.190000e-04}
+  - {value: 7.050000e-07}
+  - {value: -1.832000e-05}
+  - {value: -4.806000e-05}
+  - {value: -7.735000e-05}
+  - {value: -7.369000e-05}
+  - {value: 7.050000e-07}
+  - {value: 2.740000e-04}
+  - {value: -4.333000e-05}
+  - {value: -1.584000e-05}
+  - {value: -1.033000e-04}
+  - {value: -7.941000e-05}
+  - {value: -1.832000e-05}
+  - {value: -4.333000e-05}
+  - {value: 1.165000e-04}
+  - {value: 4.899000e-06}
+  - {value: -2.887000e-05}
+  - {value: 1.216000e-05}
+  - {value: -4.806000e-05}
+  - {value: -1.584000e-05}
+  - {value: 4.899000e-06}
+  - {value: 3.035000e-05}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 0.90, low: 0.60}
+  - {high: 0.90, low: 0.60}
+  - {high: 0.90, low: 0.60}
+  - {high: 0.90, low: 0.60}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 1.80, low: 1.20}
+  - {high: 1.80, low: 1.20}
+  - {high: 1.80, low: 1.20}
+  - {high: 1.80, low: 1.20}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 2.50, low: 1.80}
+  - {high: 2.50, low: 1.80}
+  - {high: 2.50, low: 1.80}
+  - {high: 2.50, low: 1.80}
+  - {high: 2.50, low: 1.80}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table50.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table50.yaml
new file mode 100644
index 0000000000..26d2a43934
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table50.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: 'DSIG/DZ_TT (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.188%}
+    - asymerror: {minus: -0.938%, plus: +0.938%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.514%, plus: +1.514%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.373%, plus: +0.374%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.453%, plus: +0.454%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.236%, plus: +0.206%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.531%, plus: +0.047%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.029%, plus: -0.885%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.393%, plus: -1.385%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.298%, plus: +1.267%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.919%, plus: +0.919%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.283%, plus: +0.058%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.508%, plus: -2.728%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.338%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.668%, plus: +0.807%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.955%, plus: +3.955%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.836%, plus: +0.837%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.770%, plus: +1.787%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.268%, plus: -0.268%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.020%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.002%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.197%, plus: -0.302%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.191%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.087%, plus: -0.086%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.265%, plus: +0.365%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.045%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.009%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.471%, plus: -0.519%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.262%, plus: +0.272%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.962%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.565%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.717%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.213%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.740%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.597%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.059%, plus: -0.481%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.015%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.206%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.027%, plus: -0.201%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.440%, plus: -2.440%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.470%, plus: +11.470%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.802%, plus: +3.110%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.472%, plus: +0.475%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.297%, plus: +1.365%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.409%, plus: -0.408%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.062%, plus: -0.096%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.080%, plus: -0.133%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.008%, plus: +3.313%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.010%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.317%, plus: +0.317%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.740304e-01
+  - errors:
+    - {label: stat, symerror: +2.282%}
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.458%, plus: +4.458%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.372%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.236%, plus: +0.237%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.419%, plus: +0.420%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.050%, plus: +0.410%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.124%, plus: +0.326%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.373%, plus: -0.323%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.158%, plus: -1.151%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.316%, plus: +1.257%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.802%, plus: +0.802%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.017%, plus: +0.041%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.122%, plus: -2.772%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.809%, plus: +0.491%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.462%, plus: +2.462%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.904%, plus: +0.907%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.592%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.748%, plus: +1.763%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.254%, plus: -0.253%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.021%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.220%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.291%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.099%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.467%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.246%, plus: +0.678%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.051%, plus: +0.162%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.337%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.508%, plus: +0.161%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.116%, plus: +0.171%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.184%, plus: -0.209%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.677%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.502%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.275%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.125%, plus: +0.060%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.023%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.291%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.523%, plus: -6.523%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.607%, plus: +9.607%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.107%, plus: +4.025%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.390%, plus: +0.392%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.088%, plus: +0.088%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.384%, plus: +1.643%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.348%, plus: -0.347%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.641%, plus: +4.165%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.344%, plus: +0.345%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.235886e+00
+  - errors:
+    - {label: stat, symerror: +1.893%}
+    - asymerror: {minus: -3.088%, plus: +3.088%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.553%, plus: +5.553%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.121%, plus: +0.307%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.227%, plus: +0.227%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.453%, plus: +0.454%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.133%, plus: -0.133%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.286%, plus: +0.507%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.094%, plus: -0.166%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.137%, plus: -0.478%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.957%, plus: -0.950%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.295%, plus: +1.264%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.677%, plus: +0.677%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.103%, plus: +0.293%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.175%, plus: -3.310%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.097%, plus: -0.021%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.650%, plus: +0.684%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.675%, plus: +1.675%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.970%, plus: +0.974%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.167%, plus: +0.703%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.777%, plus: +1.793%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.224%, plus: -0.224%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.117%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.045%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.025%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.561%, plus: -0.305%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.009%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.451%, plus: +0.748%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.433%, plus: +0.284%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.061%, plus: -0.164%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.149%, plus: +0.332%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.283%, plus: -0.088%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.133%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.033%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.006%, plus: -0.114%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.044%, plus: -0.034%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.115%, plus: -0.915%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.030%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.397%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.698%, plus: -7.698%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.137%, plus: +8.137%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.479%, plus: +4.079%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.351%, plus: +0.352%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.520%, plus: +1.899%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.392%, plus: -0.392%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.219%, plus: -0.229%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.259%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.907%, plus: +4.331%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.406%, plus: +0.407%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.980119e+00
+  - errors:
+    - {label: stat, symerror: +1.468%}
+    - asymerror: {minus: -3.571%, plus: +3.571%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.054%, plus: +1.054%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.146%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.277%, plus: +0.278%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.454%, plus: +0.455%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.147%, plus: -0.146%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.250%, plus: +0.254%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.164%, plus: -0.197%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.045%, plus: -0.533%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.729%, plus: -0.723%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.191%, plus: +1.178%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.554%, plus: +0.554%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.127%, plus: +0.071%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.783%, plus: -2.680%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.196%, plus: -0.164%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.656%, plus: +0.879%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.067%, plus: +1.067%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.909%, plus: +0.913%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.166%, plus: +0.094%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.803%, plus: +1.820%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.213%, plus: -0.213%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.024%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.023%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.011%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.346%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.086%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.411%, plus: +0.426%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.019%, plus: -0.026%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.426%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.277%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.563%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.655%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.279%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.152%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.986%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.054%, plus: -0.463%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.053%, plus: -0.454%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.319%, plus: -2.204%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.032%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.042%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.218%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.495%, plus: -6.495%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.871%, plus: +6.871%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.107%, plus: +3.197%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.351%, plus: +0.351%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.140%, plus: +1.340%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.439%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.169%, plus: -0.232%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.102%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.168%, plus: -0.144%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.580%, plus: +3.515%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.036%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.492%, plus: +0.493%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.940366e+00
+  - errors:
+    - {label: stat, symerror: +1.248%}
+    - asymerror: {minus: -4.730%, plus: +4.730%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.354%, plus: +1.354%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.190%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.343%, plus: +0.344%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.453%, plus: +0.454%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.153%, plus: -0.152%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.197%, plus: +0.072%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.685%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.924%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.534%, plus: -0.529%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.054%, plus: +1.040%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.497%, plus: +0.497%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.181%, plus: +0.101%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.392%, plus: -2.672%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.068%, plus: -0.229%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.849%, plus: +0.772%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.751%, plus: +0.751%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.828%, plus: +0.831%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.828%, plus: +1.845%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.207%, plus: -0.207%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.099%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.066%, plus: -0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.148%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.122%, plus: -0.312%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.086%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.387%, plus: +0.178%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.946%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.736%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.665%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.604%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.976%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.821%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.647%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.984%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.044%, plus: -0.841%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.260%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.157%, plus: -1.316%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.070%, plus: -0.142%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.033%, plus: -0.192%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.070%, plus: -6.070%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.731%, plus: +7.731%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.008%, plus: +2.723%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.322%, plus: +0.322%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.279%, plus: +0.827%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.481%, plus: -0.480%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.019%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.340%, plus: +3.053%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.575%, plus: +0.577%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.960218e+00
+- header: {name: 'DSIG/DZ_TT (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.878070e-01
+   - value: 2.006010e+00
+   - value: 2.888236e+00
+   - value: 3.861762e+00
+   - value: 5.891163e+00
+independent_variables:
+- header: {name: 'Z_TT', units: ''}
+  values:
+  - {high: 0.49, low: 0.1}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.0, low: 0.86}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table500.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table500.yaml
new file mode 100644
index 0000000000..0404b4f71b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table500.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.460%}
+    - asymerror: {minus: -4.511%, plus: +4.511%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.572%, plus: -3.572%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.185%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.575%, plus: +0.576%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.538%, plus: +0.539%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.172%, plus: +0.192%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.533%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.211%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.393%, plus: -0.392%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.972%, plus: +0.942%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.155%, plus: +1.155%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.409%, plus: +0.129%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.884%, plus: -3.173%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.219%, plus: -0.168%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.882%, plus: +0.710%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.627%, plus: +1.627%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.773%, plus: +0.776%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.651%, plus: +1.664%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.100%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.105%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.114%, plus: +0.204%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.133%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.210%, plus: -0.252%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.095%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.350%, plus: +0.215%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.454%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.454%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.877%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.837%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.646%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.934%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.867%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.785%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.616%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.542%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.661%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.016%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.343%, plus: +0.408%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.006%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.381%, plus: -0.335%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.521%, plus: -6.521%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.339%, plus: -9.339%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.236%, plus: +2.788%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.458%, plus: +0.459%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.233%, plus: +0.233%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.604%, plus: +1.118%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.756%, plus: -0.753%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.271%, plus: -0.205%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.249%, plus: -0.197%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.060%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.666%, plus: +4.075%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.049%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.696%, plus: +0.699%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.063745e-02
+  - errors:
+    - {label: stat, symerror: +4.500%}
+    - asymerror: {minus: -7.314%, plus: +7.314%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.646%, plus: -6.646%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.393%, plus: +0.207%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.613%, plus: +0.615%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.535%, plus: +0.536%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.094%, plus: -0.094%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.356%, plus: +0.016%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.315%, plus: +0.078%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.937%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.363%, plus: -0.361%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.932%, plus: +0.898%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.450%, plus: +1.450%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.556%, plus: +0.236%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.112%, plus: -2.483%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.122%, plus: -0.288%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.980%, plus: +1.154%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.687%, plus: +1.687%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.740%, plus: +0.742%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.621%, plus: +1.634%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.035%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.143%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.052%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.324%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.195%, plus: -0.248%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.046%, plus: -0.454%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.251%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.620%, plus: +0.338%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.042%, plus: -0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.252%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.176%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.775%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.963%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.850%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.745%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.509%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.023%, plus: -1.043%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.025%, plus: -1.117%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.787%, plus: -2.830%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.041%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.792%, plus: +0.573%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.502%, plus: -0.599%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.206%, plus: -4.206%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +15.255%, plus: -15.255%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.748%, plus: +2.710%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.484%, plus: +0.486%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.424%, plus: +0.424%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.619%, plus: +0.942%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.827%, plus: -0.823%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.267%, plus: -0.387%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.337%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.099%, plus: +3.662%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.140%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.739%, plus: +0.741%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.859592e-03
+  - errors:
+    - {label: stat, symerror: +5.371%}
+    - asymerror: {minus: -6.339%, plus: +6.339%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.040%, plus: -7.040%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.695%, plus: +0.507%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.630%, plus: +0.632%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.501%, plus: +0.503%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.425%, plus: +0.429%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.134%, plus: -0.582%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.298%, plus: -0.081%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.274%, plus: -0.272%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.816%, plus: +0.798%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.780%, plus: +1.780%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.795%, plus: +0.227%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.138%, plus: -4.609%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.371%, plus: -0.563%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.419%, plus: +0.873%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.361%, plus: +1.361%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.604%, plus: +0.606%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.202%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.491%, plus: +1.502%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.171%, plus: +0.291%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.019%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.455%, plus: +0.495%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.232%, plus: -0.308%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.291%, plus: -0.411%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.165%, plus: +0.270%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.970%, plus: +0.508%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.072%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.426%, plus: +0.313%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.332%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.240%, plus: +0.856%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.594%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.307%, plus: +0.752%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.631%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.045%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.181%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.325%, plus: -0.402%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.023%, plus: -0.438%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +8.195%, plus: -11.806%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.368%, plus: +0.747%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.118%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.625%, plus: -1.353%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.801%, plus: -2.801%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.522%, plus: -12.522%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.964%, plus: +2.769%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.488%, plus: +0.490%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -2.129%, plus: +2.129%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.578%, plus: +1.852%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.018%, plus: -1.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.335%, plus: -0.240%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.367%, plus: -0.708%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.601%, plus: +0.342%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.478%, plus: +4.734%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.062%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.822%, plus: +0.826%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.781781e-03
+- header: {name: 'D2SIG/DABS_TT_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.101509e-02
+   - value: 8.825199e-03
+   - value: 1.983298e-03
+independent_variables:
+- header: {name: 'ABS_TT_Y', units: ''}
+  values:
+  - {high: 0.4, low: 0.0}
+  - {high: 0.79, low: 0.4}
+  - {high: 2.5, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table501.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table501.yaml
new file mode 100644
index 0000000000..b88d412297
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table501.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.682653e-02}
+  - {value: 1.473469e-02}
+  - {value: 1.192857e-02}
+  - {value: 4.808163e-03}
+  - {value: 1.473469e-02}
+  - {value: 1.584490e-02}
+  - {value: 1.162449e-02}
+  - {value: 4.895918e-03}
+  - {value: 1.192857e-02}
+  - {value: 1.162449e-02}
+  - {value: 9.953061e-03}
+  - {value: 3.995918e-03}
+  - {value: 4.808163e-03}
+  - {value: 4.895918e-03}
+  - {value: 3.995918e-03}
+  - {value: 2.285714e-03}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table502.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table502.yaml
new file mode 100644
index 0000000000..70b92f43df
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table502.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.088360e-03}
+  - {value: 4.143386e-03}
+  - {value: 3.158730e-03}
+  - {value: 1.222751e-03}
+  - {value: 4.724339e-03}
+  - {value: 4.743386e-03}
+  - {value: 3.696296e-03}
+  - {value: 1.477249e-03}
+  - {value: 3.944444e-03}
+  - {value: 4.039683e-03}
+  - {value: 3.123810e-03}
+  - {value: 1.297884e-03}
+  - {value: 1.049206e-03}
+  - {value: 1.059788e-03}
+  - {value: 8.227513e-04}
+  - {value: 3.406349e-04}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table503.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table503.yaml
new file mode 100644
index 0000000000..536f744b19
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table503.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.434842e-03}
+  - {value: 1.502058e-03}
+  - {value: 1.233471e-03}
+  - {value: 3.293553e-04}
+  - {value: 1.502058e-03}
+  - {value: 1.807956e-03}
+  - {value: 1.415638e-03}
+  - {value: 3.672154e-04}
+  - {value: 1.233471e-03}
+  - {value: 1.415638e-03}
+  - {value: 1.226749e-03}
+  - {value: 3.060357e-04}
+  - {value: 3.293553e-04}
+  - {value: 3.672154e-04}
+  - {value: 3.060357e-04}
+  - {value: 8.591221e-05}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table504.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table504.yaml
new file mode 100644
index 0000000000..c25c10fc66
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table504.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.249824e-04}
+  - {value: 2.224490e-04}
+  - {value: 1.694581e-04}
+  - {value: 6.330049e-05}
+  - {value: 2.199156e-04}
+  - {value: 2.276566e-04}
+  - {value: 1.764251e-04}
+  - {value: 7.318790e-05}
+  - {value: 4.874032e-05}
+  - {value: 5.109782e-05}
+  - {value: 3.991555e-05}
+  - {value: 1.650950e-05}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table505.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table505.yaml
new file mode 100644
index 0000000000..09472b3c0c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table505.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.378216e-05}
+  - {value: 7.920088e-05}
+  - {value: 6.496990e-05}
+  - {value: 1.772487e-05}
+  - {value: 7.190294e-05}
+  - {value: 8.180989e-05}
+  - {value: 6.772487e-05}
+  - {value: 1.779785e-05}
+  - {value: 1.523262e-05}
+  - {value: 1.778872e-05}
+  - {value: 1.479292e-05}
+  - {value: 3.833242e-06}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table506.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table506.yaml
new file mode 100644
index 0000000000..6867fca268
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table506.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.297605e-06}
+  - {value: 3.778301e-06}
+  - {value: 7.971560e-07}
+  - {value: 3.778301e-06}
+  - {value: 4.154432e-06}
+  - {value: 8.619476e-07}
+  - {value: 7.971560e-07}
+  - {value: 8.619476e-07}
+  - {value: 2.089349e-07}
+independent_variables:
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_TT_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table507.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table507.yaml
new file mode 100644
index 0000000000..1f0f9180cf
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table507.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.0  < ABS_T1_Y < 0.5 ) (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.313%}
+    - asymerror: {minus: -0.664%, plus: +0.664%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.944%, plus: +7.944%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.375%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.019%, plus: -0.800%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.086%, plus: -0.085%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.065%, plus: -0.056%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.874%, plus: +0.874%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.096%, plus: +0.045%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.282%, plus: +0.079%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.326%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.214%, plus: -0.154%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.909%, plus: +1.909%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.020%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.154%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.044%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.420%, plus: +0.007%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.056%, plus: -0.375%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.348%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.602%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.501%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.427%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.496%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.390%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.171%, plus: -0.505%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.077%, plus: -0.200%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.946%, plus: -1.525%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.704%, plus: +0.704%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.219%, plus: +2.219%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.348%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.282%, plus: -0.282%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.748%, plus: -0.791%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.026%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.253%, plus: +0.316%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.177%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.010%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.340%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.157468e-01
+  - errors:
+    - {label: stat, symerror: +2.549%}
+    - asymerror: {minus: -1.891%, plus: +1.891%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.704%, plus: +0.704%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.153%, plus: +0.173%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.263%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.005%, plus: -0.004%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.046%, plus: -0.031%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.953%, plus: +0.953%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.167%, plus: -0.173%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -16.484%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.178%, plus: +0.250%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.077%, plus: +0.109%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.045%, plus: +2.045%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.095%, plus: +0.001%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.026%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.137%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.045%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.041%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.146%, plus: -0.042%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.009%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: +0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.397%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.590%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.829%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.221%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.113%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.217%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.449%, plus: -0.398%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.042%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.055%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.568%, plus: -0.568%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.810%, plus: +1.810%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -6.623%, plus: +0.096%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.053%, plus: -0.052%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.393%, plus: -0.393%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.584%, plus: -0.275%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -3.816%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.021%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.399%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.622594e-01
+  - errors:
+    - {label: stat, symerror: +3.132%}
+    - asymerror: {minus: -0.484%, plus: +0.484%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.741%, plus: -1.741%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.081%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.041%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.544%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.139%, plus: +1.139%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -15.383%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.284%, plus: -0.079%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.554%, plus: +2.554%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.022%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.158%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.035%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.007%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.032%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.067%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.056%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.105%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.263%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.118%, plus: +0.129%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.084%, plus: +0.604%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.197%, plus: +0.032%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.239%, plus: +0.346%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.832%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.262%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.276%, plus: +0.387%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.010%, plus: +0.217%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.457%, plus: +0.747%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.002%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.571%, plus: -1.571%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.785%, plus: +1.785%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -6.077%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.002%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.281%, plus: -0.281%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.583%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -3.581%, plus: +0.152%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.228%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.628475e-01
+  - errors:
+    - {label: stat, symerror: +3.998%}
+    - asymerror: {minus: -3.482%, plus: +3.482%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.666%, plus: -6.666%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.026%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.274%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.344%, plus: +0.239%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.270%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.053%, plus: +0.130%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.544%, plus: +1.544%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.452%, plus: -16.900%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.097%, plus: -0.300%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.691%, plus: +0.198%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.589%, plus: +3.589%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.095%, plus: -0.208%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.109%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.192%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.009%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.372%, plus: +0.125%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.479%, plus: -0.870%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.520%, plus: +0.091%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.289%, plus: +0.165%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.104%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.630%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.698%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.011%, plus: -0.612%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.053%, plus: +4.252%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.345%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.103%, plus: -0.313%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.461%, plus: +1.461%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.378%, plus: -3.378%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -6.460%, plus: +0.514%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.127%, plus: +0.289%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -3.037%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.015%, plus: -0.293%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.398%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.991%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.221543e-01
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.0  < ABS_T1_Y < 0.5 ) (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.079419e-01
+   - value: 3.636509e-01
+   - value: 2.721947e-01
+   - value: 1.128642e-01
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.5, low: 0.0}
+  - {high: 1.0, low: 0.5}
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table508.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table508.yaml
new file mode 100644
index 0000000000..4c1021dccf
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table508.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.5  < ABS_T1_Y < 1.0 ) (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.591%}
+    - asymerror: {minus: -0.474%, plus: +0.474%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.722%, plus: +6.722%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.061%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.363%, plus: -0.256%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.133%, plus: -0.220%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.037%, plus: -0.036%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.057%, plus: -0.021%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.970%, plus: +0.970%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.691%, plus: +0.231%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.105%, plus: -0.111%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.073%, plus: +0.085%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.086%, plus: +2.086%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.112%, plus: -0.057%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.039%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.062%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.004%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.038%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.008%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.306%, plus: +0.223%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.448%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.057%, plus: +0.550%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.582%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.254%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.228%, plus: +0.092%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.564%, plus: -1.634%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.027%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.031%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.003%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.015%, plus: +1.015%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.260%, plus: +1.260%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.511%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.389%, plus: -0.389%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.503%, plus: -0.702%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.092%, plus: +0.156%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.056%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.220%, plus: -0.831%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.596852e-01
+  - errors:
+    - {label: stat, symerror: +2.918%}
+    - asymerror: {minus: -1.382%, plus: +1.382%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.877%, plus: +0.877%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.230%, plus: -0.045%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.627%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.816%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.042%, plus: -0.041%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.022%, plus: -0.040%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.075%, plus: +1.075%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.441%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +9.905%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.424%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.520%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.380%, plus: +2.380%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.029%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.576%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.010%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.348%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.612%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.883%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.249%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.638%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.737%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.992%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.081%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.122%, plus: +0.745%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.030%, plus: -3.115%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.024%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.220%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.326%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.650%, plus: -1.650%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.507%, plus: -0.507%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +4.412%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.432%, plus: -0.432%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.958%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.333%, plus: -0.158%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.009%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.116%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.003%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.045251e-01
+  - errors:
+    - {label: stat, symerror: +3.415%}
+    - asymerror: {minus: +1.815%, plus: -1.815%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.639%, plus: +2.639%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.020%, plus: -0.131%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.009%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.013%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.292%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.269%, plus: +1.269%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.023%, plus: +7.772%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.206%, plus: -0.186%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.841%, plus: +2.841%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.028%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.489%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.023%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.133%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.052%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.025%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.267%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.086%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.097%, plus: -0.094%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.261%, plus: +0.039%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.452%, plus: -0.488%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.412%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.471%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.040%, plus: -0.295%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.714%, plus: +2.201%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.160%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.243%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.986%, plus: -0.986%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.400%, plus: +1.400%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +3.128%, plus: -1.239%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.202%, plus: -0.202%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.038%, plus: -0.806%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +1.550%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.983%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.024%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.005%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.306270e-01
+  - errors:
+    - {label: stat, symerror: +4.738%}
+    - asymerror: {minus: +0.757%, plus: -0.757%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.951%, plus: +4.951%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.036%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.008%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.139%, plus: +0.298%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.266%, plus: -0.149%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.109%, plus: +0.111%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.680%, plus: +1.680%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.289%, plus: -0.015%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +7.835%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.413%, plus: -0.030%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.913%, plus: +3.913%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.721%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.012%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.005%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.028%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.132%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.260%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.063%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.160%, plus: -0.074%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.464%, plus: +0.555%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.045%, plus: +0.220%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.071%, plus: +0.420%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.208%, plus: -0.546%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.129%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.838%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.242%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.017%, plus: +0.191%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.113%, plus: +2.429%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.003%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.729%, plus: +1.729%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.621%, plus: -1.621%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +3.741%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.068%, plus: +0.068%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.827%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +1.795%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.076%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.652%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.045%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.872163e-02
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.5  < ABS_T1_Y < 1.0 ) (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.600549e-01
+   - value: 3.098941e-01
+   - value: 2.284575e-01
+   - value: 1.050217e-01
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.5, low: 0.0}
+  - {high: 1.0, low: 0.5}
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table509.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table509.yaml
new file mode 100644
index 0000000000..b15d234726
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table509.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.0  < ABS_T1_Y < 1.5 ) (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.305%}
+    - asymerror: {minus: -1.463%, plus: +1.463%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.012%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.002%, plus: -0.873%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.082%, plus: -0.101%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.015%, plus: -0.042%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.170%, plus: +1.170%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.514%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.924%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.666%, plus: +2.666%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.610%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.031%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.135%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.009%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.294%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.020%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.092%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.692%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.077%, plus: -0.799%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.077%, plus: -1.081%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.073%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.893%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.293%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.560%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.045%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.238%, plus: +1.590%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.013%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.015%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.725%, plus: -0.725%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.419%, plus: -0.419%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.793%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.090%, plus: +0.087%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.191%, plus: -0.191%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.305%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.219%, plus: +0.194%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.001%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.009%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.058%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.450030e-01
+  - errors:
+    - {label: stat, symerror: +3.619%}
+    - asymerror: {minus: +2.042%, plus: -2.042%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.627%, plus: +4.627%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.228%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.478%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.406%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.003%, plus: -0.004%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.014%, plus: -0.048%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.305%, plus: +1.305%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.265%, plus: -0.085%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +7.394%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.490%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.357%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.098%, plus: +3.098%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.373%, plus: -0.238%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.108%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.328%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.579%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.523%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.516%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.022%, plus: +0.648%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.781%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.657%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.468%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.035%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.340%, plus: +0.734%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.313%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.280%, plus: +1.886%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.026%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.343%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.208%, plus: +0.253%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.131%, plus: -2.131%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.061%, plus: +6.061%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.369%, plus: -0.242%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.279%, plus: +0.060%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +1.597%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.057%, plus: +0.294%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.227%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.277%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.027%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.189078e-01
+  - errors:
+    - {label: stat, symerror: +4.530%}
+    - asymerror: {minus: +2.349%, plus: -2.349%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.634%, plus: +2.634%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.244%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.390%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.101%, plus: -0.103%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.038%, plus: -0.035%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.662%, plus: +1.662%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.399%, plus: +7.604%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.067%, plus: +0.316%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.421%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.181%, plus: +4.181%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.040%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.655%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.034%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.009%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.172%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.164%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.127%, plus: -0.201%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.151%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.557%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.015%, plus: -0.950%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.180%, plus: +0.143%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.136%, plus: -1.188%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.115%, plus: -0.614%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.068%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.215%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.526%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.146%, plus: -0.599%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.180%, plus: +3.904%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.014%, plus: -0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.067%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.033%, plus: -0.250%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.724%, plus: -2.724%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.265%, plus: +3.265%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.897%, plus: -0.596%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.138%, plus: +0.138%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.872%, plus: +0.626%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +1.812%, plus: -0.101%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.373%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.004%, plus: -0.972%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.104%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.013%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.727573e-01
+  - errors:
+    - {label: stat, symerror: +5.744%}
+    - asymerror: {minus: +1.148%, plus: -1.148%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.829%, plus: -6.829%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.104%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.533%, plus: -0.153%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.014%, plus: -0.015%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.081%, plus: +0.149%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.081%, plus: +2.081%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.212%, plus: -0.334%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +5.893%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.500%, plus: -0.005%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.787%, plus: +0.178%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.151%, plus: +5.151%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.032%, plus: -0.031%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.604%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.261%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.298%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.302%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.014%, plus: +0.117%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.077%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.972%, plus: -0.853%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.771%, plus: +1.188%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.379%, plus: -0.456%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.826%, plus: -0.748%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.879%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.188%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.455%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.330%, plus: +0.400%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.079%, plus: +0.426%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.063%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.116%, plus: -0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.097%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.183%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.341%, plus: -0.341%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.696%, plus: -6.696%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.504%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.522%, plus: +0.522%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.853%, plus: +0.155%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +1.473%, plus: -0.145%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.741%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.674263e-02
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.0  < ABS_T1_Y < 1.5 ) (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.642274e-01
+   - value: 2.239946e-01
+   - value: 1.686942e-01
+   - value: 8.839807e-02
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.5, low: 0.0}
+  - {high: 1.0, low: 0.5}
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table51.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table51.yaml
new file mode 100644
index 0000000000..6128295111
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table51.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.846000e-03}
+  - {value: 2.240000e-02}
+  - {value: 2.877000e-02}
+  - {value: 3.143000e-02}
+  - {value: 5.041000e-02}
+  - {value: 2.240000e-02}
+  - {value: 1.050000e-01}
+  - {value: 1.343000e-01}
+  - {value: 1.346000e-01}
+  - {value: 2.092000e-01}
+  - {value: 2.877000e-02}
+  - {value: 1.343000e-01}
+  - {value: 1.996000e-01}
+  - {value: 1.988000e-01}
+  - {value: 3.066000e-01}
+  - {value: 3.143000e-02}
+  - {value: 1.346000e-01}
+  - {value: 1.988000e-01}
+  - {value: 2.274000e-01}
+  - {value: 3.469000e-01}
+  - {value: 5.041000e-02}
+  - {value: 2.092000e-01}
+  - {value: 3.066000e-01}
+  - {value: 3.469000e-01}
+  - {value: 5.630000e-01}
+independent_variables:
+- header: {name: 'Z_TT'}
+  values:
+  - {high: 0.49, low: 0.10}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 0.86, low: 0.74}
+  - {high: 0.86, low: 0.74}
+  - {high: 0.86, low: 0.74}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
+  - {high: 1.00, low: 0.86}
+  - {high: 1.00, low: 0.86}
+  - {high: 1.00, low: 0.86}
+  - {high: 1.00, low: 0.86}
+- header: {name: 'Z_TT'}
+  values:
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
+  - {high: 0.49, low: 0.10}
+  - {high: 0.62, low: 0.49}
+  - {high: 0.74, low: 0.62}
+  - {high: 0.86, low: 0.74}
+  - {high: 1.00, low: 0.86}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table510.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table510.yaml
new file mode 100644
index 0000000000..8efeb2aae6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table510.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.5  < ABS_T1_Y < 2.5 ) (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.396%}
+    - asymerror: {minus: -0.582%, plus: +0.582%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.916%, plus: -0.916%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.047%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.023%, plus: +0.021%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.243%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.678%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.011%, plus: +0.420%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.098%, plus: +0.097%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.024%, plus: +0.011%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.662%, plus: +1.662%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.227%, plus: +0.029%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.215%, plus: -1.637%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.054%, plus: +0.076%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.929%, plus: +3.929%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.043%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.011%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.015%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.177%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.153%, plus: -0.292%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.361%, plus: +0.018%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.065%, plus: -1.739%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.150%, plus: +0.536%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.335%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.341%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.108%, plus: -0.435%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.954%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.045%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.400%, plus: +0.400%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.969%, plus: -2.969%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.233%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.481%, plus: +0.481%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.090%, plus: +0.452%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.066%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.812%, plus: +0.495%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.100360e-01
+  - errors:
+    - {label: stat, symerror: +4.804%}
+    - asymerror: {minus: -1.631%, plus: +1.631%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +10.904%, plus: -10.904%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.168%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.273%, plus: +1.127%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.057%, plus: +0.055%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.781%, plus: +1.781%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.383%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +6.393%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.419%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.540%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.418%, plus: +4.418%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.497%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.039%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.067%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.053%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.297%, plus: -0.236%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.014%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.035%, plus: +0.171%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.954%, plus: -0.247%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.613%, plus: -0.797%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.945%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.848%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.288%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +2.513%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.662%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.219%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.015%, plus: +0.322%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -4.273%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.045%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.323%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.977%, plus: -0.977%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.933%, plus: +0.933%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +3.496%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.580%, plus: +0.580%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.998%, plus: +1.347%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +1.257%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.090%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.237%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.513%, plus: +1.417%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.029845e-01
+  - errors:
+    - {label: stat, symerror: +5.850%}
+    - asymerror: {minus: +2.456%, plus: -2.456%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +13.275%, plus: -13.275%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.238%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.278%, plus: +0.167%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.663%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.667%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.012%, plus: +0.010%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.044%, plus: +0.035%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.071%, plus: +2.071%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.691%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +6.509%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.409%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.431%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.271%, plus: +5.271%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.051%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.080%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.178%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.292%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.063%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.114%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.656%, plus: +0.171%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.217%, plus: -0.154%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.779%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.128%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.923%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.384%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.204%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.513%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.511%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.971%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.105%, plus: -1.302%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -7.199%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.022%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.197%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.306%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.157%, plus: -0.157%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.451%, plus: -4.451%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.507%, plus: -0.763%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.834%, plus: +0.834%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.011%, plus: +0.761%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.070%, plus: -0.410%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.245%, plus: -0.343%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.417%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.096%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.160397e-02
+  - errors:
+    - {label: stat, symerror: +6.863%}
+    - asymerror: {minus: +5.875%, plus: -5.875%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.175%, plus: -7.175%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.026%, plus: -0.025%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.671%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.670%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.144%, plus: +1.239%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.116%, plus: +0.117%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.025%, plus: +0.013%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.690%, plus: +2.690%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.695%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.224%, plus: +5.378%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.312%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.123%, plus: -0.493%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.877%, plus: +5.877%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.091%, plus: -0.092%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.309%, plus: +0.038%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.005%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.063%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.385%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.542%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.074%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.162%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.089%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.150%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.695%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.729%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.559%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +2.618%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.409%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.657%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.029%, plus: -3.119%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.052%, plus: +0.142%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.118%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.068%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.299%, plus: +6.299%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.609%, plus: -4.609%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.342%, plus: -0.524%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.202%, plus: +1.202%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.034%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +1.341%, plus: -0.017%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.057%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.341%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.048%, plus: -0.674%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.009%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.578873e-02
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.5  < ABS_T1_Y < 2.5 ) (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.044169e-01
+   - value: 9.815232e-02
+   - value: 8.456548e-02
+   - value: 5.351314e-02
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.5, low: 0.0}
+  - {high: 1.0, low: 0.5}
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table511.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table511.yaml
new file mode 100644
index 0000000000..9f49198fc0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table511.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.377200e-03}
+  - {value: -5.044000e-05}
+  - {value: -2.378000e-04}
+  - {value: -3.864800e-04}
+  - {value: -5.044000e-05}
+  - {value: 1.801600e-03}
+  - {value: 1.142400e-03}
+  - {value: 5.572000e-04}
+  - {value: -2.378000e-04}
+  - {value: 1.142400e-03}
+  - {value: 9.704000e-04}
+  - {value: 4.348000e-04}
+  - {value: -3.864800e-04}
+  - {value: 5.572000e-04}
+  - {value: 4.348000e-04}
+  - {value: 3.750800e-04}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table512.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table512.yaml
new file mode 100644
index 0000000000..42515ec5b1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table512.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.592000e-04}
+  - {value: -8.812000e-05}
+  - {value: -2.225600e-04}
+  - {value: -2.956400e-04}
+  - {value: 2.445200e-04}
+  - {value: -8.448000e-04}
+  - {value: -5.944000e-04}
+  - {value: -3.848000e-04}
+  - {value: 2.441200e-04}
+  - {value: -5.384000e-04}
+  - {value: -4.044000e-04}
+  - {value: -2.802800e-04}
+  - {value: 1.930400e-04}
+  - {value: -2.405200e-04}
+  - {value: -2.084000e-04}
+  - {value: -1.343200e-04}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table513.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table513.yaml
new file mode 100644
index 0000000000..f3e6b85d08
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table513.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.264000e-04}
+  - {value: 1.912800e-04}
+  - {value: 1.835200e-04}
+  - {value: 1.514400e-04}
+  - {value: 1.912800e-04}
+  - {value: 7.108000e-04}
+  - {value: 3.125600e-04}
+  - {value: 1.420800e-04}
+  - {value: 1.835200e-04}
+  - {value: 3.125600e-04}
+  - {value: 3.825600e-04}
+  - {value: 1.039200e-04}
+  - {value: 1.514400e-04}
+  - {value: 1.420800e-04}
+  - {value: 1.039200e-04}
+  - {value: 1.170800e-04}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table514.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table514.yaml
new file mode 100644
index 0000000000..284b417db8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table514.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.882000e-05}
+  - {value: -2.840000e-05}
+  - {value: -1.502400e-05}
+  - {value: -2.796800e-05}
+  - {value: 5.208000e-04}
+  - {value: -4.612000e-04}
+  - {value: -3.923600e-04}
+  - {value: -3.836800e-04}
+  - {value: 2.080000e-04}
+  - {value: -3.621600e-04}
+  - {value: -2.796800e-04}
+  - {value: -2.238000e-04}
+  - {value: -2.505200e-04}
+  - {value: -1.156000e-04}
+  - {value: -4.864000e-05}
+  - {value: 5.112000e-05}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table515.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table515.yaml
new file mode 100644
index 0000000000..031102adaa
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table515.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.835200e-05}
+  - {value: 3.740800e-05}
+  - {value: -3.753600e-06}
+  - {value: 3.111200e-06}
+  - {value: 3.636800e-04}
+  - {value: 3.492400e-04}
+  - {value: 3.227200e-04}
+  - {value: 1.194000e-04}
+  - {value: 1.494000e-04}
+  - {value: 2.271200e-04}
+  - {value: 1.973600e-04}
+  - {value: 6.832000e-05}
+  - {value: -1.759200e-04}
+  - {value: -9.640000e-06}
+  - {value: -2.778800e-05}
+  - {value: -2.077600e-05}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table516.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table516.yaml
new file mode 100644
index 0000000000..445889aa67
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table516.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.577600e-04}
+  - {value: 1.190000e-05}
+  - {value: 3.606400e-06}
+  - {value: -3.716800e-06}
+  - {value: 1.190000e-05}
+  - {value: 6.952000e-04}
+  - {value: 3.034800e-04}
+  - {value: -1.208000e-04}
+  - {value: 3.606400e-06}
+  - {value: 3.034800e-04}
+  - {value: 3.301600e-04}
+  - {value: -3.547600e-05}
+  - {value: -3.716800e-06}
+  - {value: -1.208000e-04}
+  - {value: -3.547600e-05}
+  - {value: 1.313600e-04}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table517.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table517.yaml
new file mode 100644
index 0000000000..e8d85f0d54
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table517.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -7.324000e-05}
+  - {value: 6.088000e-05}
+  - {value: 4.042000e-05}
+  - {value: 5.080000e-05}
+  - {value: -3.240000e-04}
+  - {value: -1.678800e-04}
+  - {value: -4.260000e-05}
+  - {value: 2.118000e-05}
+  - {value: -4.080000e-04}
+  - {value: -1.514400e-04}
+  - {value: -2.774000e-05}
+  - {value: 7.614000e-05}
+  - {value: -1.740000e-04}
+  - {value: -1.140600e-04}
+  - {value: -6.562000e-05}
+  - {value: 2.762000e-05}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table518.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table518.yaml
new file mode 100644
index 0000000000..5df8c27eb6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table518.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -5.010000e-05}
+  - {value: -5.776000e-05}
+  - {value: -5.192000e-05}
+  - {value: -1.905600e-05}
+  - {value: -2.402000e-04}
+  - {value: 4.064000e-05}
+  - {value: -2.210000e-05}
+  - {value: -4.076000e-05}
+  - {value: -2.940000e-04}
+  - {value: -8.348000e-06}
+  - {value: -4.528000e-05}
+  - {value: -5.106000e-05}
+  - {value: -1.181600e-04}
+  - {value: -1.962800e-05}
+  - {value: -1.235200e-05}
+  - {value: -8.662000e-06}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table519.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table519.yaml
new file mode 100644
index 0000000000..ef37c036e6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table519.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.838000e-06}
+  - {value: -9.280000e-05}
+  - {value: -4.410000e-05}
+  - {value: 2.434000e-05}
+  - {value: -6.672000e-06}
+  - {value: -6.544000e-05}
+  - {value: -2.284000e-05}
+  - {value: 5.252000e-05}
+  - {value: -2.152000e-05}
+  - {value: -1.609600e-04}
+  - {value: -6.654000e-05}
+  - {value: 8.186000e-05}
+  - {value: -2.520000e-05}
+  - {value: -7.630000e-05}
+  - {value: -3.208000e-05}
+  - {value: 3.680000e-05}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table52.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table52.yaml
new file mode 100644
index 0000000000..532907058b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table52.yaml
@@ -0,0 +1,1541 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DHT_TT (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.855%}
+    - asymerror: {minus: +2.979%, plus: -2.979%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.333%, plus: -4.333%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.074%, plus: +0.252%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.288%, plus: -0.287%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.081%, plus: +0.081%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.047%, plus: +0.492%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.920%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.839%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.215%, plus: -1.235%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.125%, plus: +0.114%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.007%, plus: +1.007%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.455%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.094%, plus: -1.515%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.385%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.142%, plus: +0.133%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.574%, plus: +5.574%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.324%, plus: -0.324%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.755%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.098%, plus: -0.093%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.199%, plus: -0.199%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.105%, plus: +0.105%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.240%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.307%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.272%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.497%, plus: -0.216%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.275%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.295%, plus: +0.583%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.667%, plus: -0.005%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.224%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.668%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.616%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.319%, plus: +1.160%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.905%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.461%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.860%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +2.041%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.235%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.995%, plus: -2.658%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.028%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.172%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.396%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -5.845%, plus: +5.845%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.490%, plus: -0.490%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.981%, plus: +2.216%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.204%, plus: -0.208%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.542%, plus: +0.963%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.189%, plus: +0.190%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.118%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.263%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.513%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.769%, plus: +1.081%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.383%, plus: -0.381%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.109518e-04
+  - errors:
+    - {label: stat, symerror: +2.804%}
+    - asymerror: {minus: +2.007%, plus: -2.007%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.452%, plus: -0.452%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.053%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.186%, plus: -0.185%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.064%, plus: -0.065%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.016%, plus: -0.048%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.022%, plus: +0.169%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.275%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.519%, plus: -0.528%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.228%, plus: +0.214%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.995%, plus: +0.995%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.487%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.283%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.016%, plus: -0.160%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.471%, plus: +3.471%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.094%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.418%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.040%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.146%, plus: -0.228%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.140%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.106%, plus: -0.203%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.029%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.191%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.349%, plus: +0.359%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.590%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.858%, plus: -1.028%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.541%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.945%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.419%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.195%, plus: -1.308%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.606%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.870%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.219%, plus: -0.503%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.494%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.295%, plus: -3.295%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.633%, plus: -1.633%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.778%, plus: +0.210%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.160%, plus: +0.160%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.294%, plus: -0.458%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.215%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.031%, plus: -0.158%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.609%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.295%, plus: -0.294%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.931231e-03
+  - errors:
+    - {label: stat, symerror: +2.350%}
+    - asymerror: {minus: -0.827%, plus: +0.827%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.175%, plus: -0.175%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.087%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.133%, plus: -0.133%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.106%, plus: +0.357%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.152%, plus: +0.449%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.182%, plus: -0.184%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.188%, plus: +0.205%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.862%, plus: +0.862%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.079%, plus: +0.085%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.329%, plus: -0.063%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.217%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.471%, plus: +2.471%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.165%, plus: +0.164%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.161%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.067%, plus: +0.066%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.112%, plus: -0.113%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.056%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.133%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.058%, plus: -0.265%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.097%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.045%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.081%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.189%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.050%, plus: +0.046%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.041%, plus: -0.121%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.843%, plus: -0.281%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.678%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.361%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.114%, plus: +0.132%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.232%, plus: -0.281%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.029%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.289%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.044%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.004%, plus: +0.270%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.735%, plus: -5.735%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.117%, plus: +1.176%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.489%, plus: +0.451%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.155%, plus: +0.155%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.200%, plus: +0.268%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.079%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.068%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.732%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.002%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.202%, plus: -0.201%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.371793e-03
+  - errors:
+    - {label: stat, symerror: +2.198%}
+    - asymerror: {minus: +1.531%, plus: -1.531%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.552%, plus: -0.552%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.096%, plus: -0.096%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.029%, plus: -0.028%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.065%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.096%, plus: +0.028%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.220%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.070%, plus: +0.073%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.139%, plus: +0.134%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.817%, plus: +0.817%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.130%, plus: -0.035%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.537%, plus: -0.246%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.136%, plus: +0.131%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.216%, plus: +0.193%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.900%, plus: +1.900%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.137%, plus: +0.136%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.067%, plus: +0.036%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.098%, plus: +0.096%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.069%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.012%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.004%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.112%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.036%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.054%, plus: +0.066%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.026%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.027%, plus: -0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.380%, plus: +0.093%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.097%, plus: -0.063%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.794%, plus: +0.241%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.449%, plus: +0.310%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.136%, plus: -0.175%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.074%, plus: +0.945%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.241%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.011%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.113%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.438%, plus: -2.438%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.950%, plus: +1.950%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.605%, plus: +0.591%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.132%, plus: +0.132%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.061%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.073%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.054%, plus: +0.332%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.017%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.060%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.457684e-03
+  - errors:
+    - {label: stat, symerror: +2.074%}
+    - asymerror: {minus: +0.860%, plus: -0.860%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.082%, plus: +3.082%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.138%, plus: -0.207%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.195%, plus: +0.199%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.047%, plus: +0.059%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.758%, plus: +0.758%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.767%, plus: +0.596%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.003%, plus: -0.059%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.534%, plus: +1.534%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.132%, plus: +0.131%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.423%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.117%, plus: +0.114%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.043%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.065%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.023%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.040%, plus: -0.108%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.176%, plus: +0.376%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.201%, plus: -0.246%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.643%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.053%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.268%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.032%, plus: +0.042%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.068%, plus: -1.231%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.353%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.009%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.376%, plus: -0.376%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.319%, plus: +0.319%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.131%, plus: -0.567%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.005%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.267%, plus: -0.478%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.023%, plus: +0.051%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.011%, plus: -0.238%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.664%, plus: -0.600%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.015%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.220690e-03
+  - errors:
+    - {label: stat, symerror: +2.191%}
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.022%, plus: +1.022%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.065%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.072%, plus: -0.109%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.335%, plus: +0.340%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.057%, plus: -0.047%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.807%, plus: +0.807%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.405%, plus: +0.735%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.006%, plus: +0.036%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.045%, plus: -0.006%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.363%, plus: +1.363%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.059%, plus: +0.058%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.164%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.070%, plus: +0.068%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.067%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.010%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.169%, plus: -0.026%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.541%, plus: +0.184%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.290%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.460%, plus: +0.062%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.074%, plus: -0.220%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.220%, plus: -0.677%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.299%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.228%, plus: +2.207%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.104%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.313%, plus: +0.313%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.630%, plus: -0.630%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.054%, plus: -0.504%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.017%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.271%, plus: -0.124%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.120%, plus: -0.242%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.054%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.123%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.338%, plus: -0.320%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.133%, plus: +0.132%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.866832e-03
+  - errors:
+    - {label: stat, symerror: +2.465%}
+    - asymerror: {minus: -1.089%, plus: +1.089%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.737%, plus: -1.737%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.002%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.159%, plus: +0.158%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.347%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.421%, plus: +0.427%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.155%, plus: -0.174%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.896%, plus: +0.896%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.171%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.782%, plus: +0.586%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.292%, plus: -0.049%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.279%, plus: +1.279%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.014%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.035%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.098%, plus: -0.223%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.313%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.144%, plus: +0.051%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.425%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.336%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.140%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.072%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.006%, plus: -0.025%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.092%, plus: -0.345%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.414%, plus: +0.544%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.020%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.808%, plus: +0.808%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.646%, plus: -1.646%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.686%, plus: -0.917%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.106%, plus: +0.107%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.111%, plus: -0.450%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.042%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.079%, plus: -0.206%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.057%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.212%, plus: -0.689%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.216%, plus: +0.215%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.402928e-03
+  - errors:
+    - {label: stat, symerror: +2.753%}
+    - asymerror: {minus: -1.067%, plus: +1.067%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.044%, plus: -1.044%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.058%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.223%, plus: +0.221%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.060%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.206%, plus: -0.054%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.286%, plus: +0.012%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.515%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.454%, plus: +0.461%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.237%, plus: -0.245%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.982%, plus: +0.982%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.180%, plus: +0.119%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.725%, plus: +0.706%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.168%, plus: -0.063%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.187%, plus: -0.169%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.210%, plus: +1.210%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.068%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.128%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.167%, plus: +0.167%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.049%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.027%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.105%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.184%, plus: -0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.020%, plus: +0.230%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.178%, plus: -0.115%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.448%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.641%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.718%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.500%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.043%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.628%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.442%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.096%, plus: -0.004%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.457%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.614%, plus: +1.614%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.397%, plus: +0.397%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.798%, plus: -1.032%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.104%, plus: +0.104%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.529%, plus: -0.405%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.159%, plus: -0.161%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.295%, plus: +0.115%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.137%, plus: -0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.194%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.845%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.278%, plus: +0.277%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.896485e-04
+  - errors:
+    - {label: stat, symerror: +3.085%}
+    - asymerror: {minus: -2.711%, plus: +2.711%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.449%, plus: +4.449%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.321%, plus: +0.321%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.052%, plus: +0.053%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.219%, plus: -0.053%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.160%, plus: +0.277%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.486%, plus: +0.492%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.323%, plus: -0.312%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.109%, plus: +1.109%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.290%, plus: -0.069%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.529%, plus: +0.668%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.162%, plus: +1.162%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.123%, plus: -0.122%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.469%, plus: -0.060%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.123%, plus: -0.122%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.218%, plus: +0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.035%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.042%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.076%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.040%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.246%, plus: -0.127%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.013%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.024%, plus: +0.007%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.215%, plus: -0.273%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.857%, plus: -0.163%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.246%, plus: -0.274%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.526%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.391%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.424%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.662%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.001%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.397%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.124%, plus: -0.313%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.313%, plus: +3.313%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.641%, plus: +2.641%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.806%, plus: -1.237%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.095%, plus: +0.096%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.706%, plus: -0.494%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.323%, plus: -0.325%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.158%, plus: +0.308%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.147%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.404%, plus: +0.224%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.268%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.063%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.332%, plus: +0.331%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.920390e-04
+  - errors:
+    - {label: stat, symerror: +4.100%}
+    - asymerror: {minus: -6.068%, plus: +6.068%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.936%, plus: +3.936%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.014%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.426%, plus: +0.426%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.299%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.306%, plus: -0.299%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.443%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.547%, plus: +0.554%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.361%, plus: -0.356%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.398%, plus: +1.398%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.123%, plus: +0.013%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.460%, plus: +0.737%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.248%, plus: +0.374%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.632%, plus: -0.236%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.202%, plus: +1.202%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.255%, plus: -0.253%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.381%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.276%, plus: -0.272%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.280%, plus: +0.281%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.165%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.237%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.218%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.069%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.024%, plus: -0.221%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.292%, plus: -0.348%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.296%, plus: +0.500%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.621%, plus: -0.533%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.225%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.432%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.004%, plus: +3.556%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.373%, plus: +0.347%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.110%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.112%, plus: -0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.517%, plus: +3.517%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.900%, plus: -1.900%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.329%, plus: -0.972%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.313%, plus: -0.714%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.562%, plus: -0.565%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.049%, plus: -0.067%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.063%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.008%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.450%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.026%, plus: -0.140%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.375%, plus: +0.374%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.192893e-04
+  - errors:
+    - {label: stat, symerror: +4.563%}
+    - asymerror: {minus: -7.042%, plus: +7.042%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.246%, plus: -1.246%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.262%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.508%, plus: +0.508%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.136%, plus: +0.136%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.093%, plus: -0.276%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.153%, plus: +0.536%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.607%, plus: +0.614%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.442%, plus: -0.447%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.057%, plus: +1.057%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.449%, plus: +0.547%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.334%, plus: -0.025%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.096%, plus: -0.302%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.274%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.023%, plus: +1.023%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.458%, plus: -0.452%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.188%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.609%, plus: -0.597%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.360%, plus: +0.361%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.094%, plus: +0.224%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.175%, plus: +0.328%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.028%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.402%, plus: -0.488%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.196%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.301%, plus: +0.361%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.007%, plus: +0.049%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.029%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.026%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.120%, plus: +0.372%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.510%, plus: -0.278%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.028%, plus: +0.438%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.278%, plus: -0.006%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.925%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.073%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.170%, plus: -0.072%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.049%, plus: +0.746%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.025%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.050%, plus: +1.500%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.762%, plus: -0.742%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.631%, plus: +4.631%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.070%, plus: +1.070%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.660%, plus: -0.445%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.205%, plus: +0.205%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.110%, plus: -0.173%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.226%, plus: -1.226%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.201%, plus: -0.086%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.226%, plus: -0.425%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.780%, plus: +0.690%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.377%, plus: +1.448%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.070%, plus: +0.230%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.377%, plus: +0.376%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.712319e-05
+- header: {name: '1/SIG*DSIG/DHT_TT (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.953346e-04
+   - value: 1.829495e-03
+   - value: 2.256526e-03
+   - value: 2.397890e-03
+   - value: 2.279787e-03
+   - value: 1.969376e-03
+   - value: 1.558169e-03
+   - value: 1.133826e-03
+   - value: 7.387288e-04
+   - value: 4.344188e-04
+   - value: 7.636302e-05
+independent_variables:
+- header: {name: 'HT_TT', units: 'GeV'}
+  values:
+  - {high: 345.0, low: 150.0}
+  - {high: 397.5, low: 345.0}
+  - {high: 450.0, low: 397.5}
+  - {high: 502.5, low: 450.0}
+  - {high: 562.5, low: 502.5}
+  - {high: 622.5, low: 562.5}
+  - {high: 682.5, low: 622.5}
+  - {high: 750.0, low: 682.5}
+  - {high: 825.0, low: 750.0}
+  - {high: 900.0, low: 825.0}
+  - {high: 1300.0, low: 900.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table520.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table520.yaml
new file mode 100644
index 0000000000..76ed2782bf
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table520.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.804000e-05}
+  - {value: -5.327000e-06}
+  - {value: 7.743000e-06}
+  - {value: 3.422000e-06}
+  - {value: -5.327000e-06}
+  - {value: 1.942000e-04}
+  - {value: 1.281000e-04}
+  - {value: 3.780000e-05}
+  - {value: 7.743000e-06}
+  - {value: 1.281000e-04}
+  - {value: 2.202000e-04}
+  - {value: 6.445000e-05}
+  - {value: 3.422000e-06}
+  - {value: 3.780000e-05}
+  - {value: 6.445000e-05}
+  - {value: 7.864000e-05}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table521.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table521.yaml
new file mode 100644
index 0000000000..e11ccbb2ba
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table521.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.0  < ABS_T1_Y < 0.5 ) (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.337%}
+    - asymerror: {minus: -3.696%, plus: +3.696%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.328%, plus: +1.328%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.296%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.326%, plus: +0.327%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.440%, plus: +0.441%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.336%, plus: +0.174%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.630%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.065%, plus: -1.854%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.877%, plus: -0.869%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.132%, plus: +1.117%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.884%, plus: +0.884%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.279%, plus: +0.118%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.475%, plus: -2.105%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.056%, plus: -0.461%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.556%, plus: +0.591%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.896%, plus: +1.896%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.881%, plus: +0.884%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.796%, plus: +1.813%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.209%, plus: -0.209%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.030%, plus: -0.148%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.327%, plus: -0.450%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.145%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.629%, plus: +0.389%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.890%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.694%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.256%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.407%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.923%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.866%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.784%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.869%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.147%, plus: -0.965%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.101%, plus: -0.812%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.674%, plus: -0.020%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.150%, plus: -0.361%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.844%, plus: -6.844%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.247%, plus: -6.247%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.206%, plus: +3.217%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.344%, plus: +0.344%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.919%, plus: +0.919%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.746%, plus: +0.558%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.463%, plus: -0.462%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.146%, plus: -0.235%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.819%, plus: +3.207%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.486%, plus: +0.487%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.401114e+02
+  - errors:
+    - {label: stat, symerror: +2.573%}
+    - asymerror: {minus: -4.960%, plus: +4.960%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.469%, plus: -5.469%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.123%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.332%, plus: +0.333%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.437%, plus: +0.438%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.115%, plus: -0.115%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.228%, plus: +0.291%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.408%, plus: +0.090%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.322%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.796%, plus: -0.789%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.152%, plus: +1.142%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.963%, plus: +0.963%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.355%, plus: -18.307%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.096%, plus: +0.115%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.844%, plus: +0.856%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.027%, plus: +2.027%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.900%, plus: +0.904%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.248%, plus: +0.130%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.783%, plus: +1.799%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.213%, plus: -0.212%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.062%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.067%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.045%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.242%, plus: -0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.069%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.290%, plus: +0.348%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.692%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.304%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.396%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.408%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.664%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.410%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.696%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.652%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.828%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.173%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.053%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.030%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.102%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.021%, plus: -8.021%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.622%, plus: -6.622%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -9.301%, plus: +3.374%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.303%, plus: +0.304%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.807%, plus: +0.807%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.908%, plus: +1.082%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.440%, plus: -0.439%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -3.508%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.260%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.046%, plus: +3.706%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.044%, plus: +0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.476%, plus: +0.478%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.963548e+02
+  - errors:
+    - {label: stat, symerror: +3.141%}
+    - asymerror: {minus: -3.511%, plus: +3.511%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.764%, plus: -7.764%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.070%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.339%, plus: +0.340%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.475%, plus: +0.477%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.117%, plus: -0.116%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.138%, plus: +0.369%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.176%, plus: +0.462%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.231%, plus: -0.893%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.789%, plus: -0.783%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.202%, plus: +1.173%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.143%, plus: +1.143%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.269%, plus: -17.230%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.366%, plus: -0.214%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.657%, plus: +0.865%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.530%, plus: +2.530%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.904%, plus: +0.907%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.197%, plus: +0.287%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.842%, plus: +1.859%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.231%, plus: -0.231%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.060%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.124%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.011%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.056%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.387%, plus: -0.234%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.182%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.173%, plus: +0.494%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.589%, plus: +0.098%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.379%, plus: +0.282%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.617%, plus: +0.093%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.006%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.661%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.663%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.067%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.085%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.300%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.014%, plus: -0.397%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.287%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.039%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.949%, plus: -8.949%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.645%, plus: -6.645%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -8.771%, plus: +3.051%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.358%, plus: +0.361%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.920%, plus: +0.920%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.909%, plus: +1.438%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.444%, plus: -0.443%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -3.272%, plus: +0.064%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.213%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.442%, plus: +3.417%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.015%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.474%, plus: +0.475%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.150285e+02
+  - errors:
+    - {label: stat, symerror: +4.059%}
+    - asymerror: {minus: -6.600%, plus: +6.600%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.387%, plus: -12.387%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.229%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.324%, plus: +0.323%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.457%, plus: +0.458%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.129%, plus: -0.129%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.540%, plus: +0.112%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.599%, plus: +0.156%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.201%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.743%, plus: -0.738%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.249%, plus: +1.305%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.566%, plus: +1.566%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.028%, plus: +0.302%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.229%, plus: -18.714%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.179%, plus: -0.434%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.454%, plus: +0.945%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.609%, plus: +3.609%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.887%, plus: +0.892%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.819%, plus: +1.836%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.235%, plus: -0.235%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.163%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.269%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.291%, plus: -0.608%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.226%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.806%, plus: +0.515%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.108%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.579%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.182%, plus: -1.187%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.426%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.648%, plus: +0.148%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.711%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.397%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.707%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.993%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.674%, plus: -0.250%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.034%, plus: -1.221%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.339%, plus: +5.846%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.355%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.066%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.261%, plus: -0.480%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.144%, plus: -6.144%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.381%, plus: -11.381%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -9.143%, plus: +3.806%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.307%, plus: +0.307%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.137%, plus: +1.137%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.608%, plus: +1.653%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.436%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -2.726%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.078%, plus: -0.379%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.368%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.573%, plus: +4.585%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.479%, plus: +0.481%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.993121e+01
+- header: {name: 'D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.0  < ABS_T1_Y < 0.5 ) (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.200383e+02
+   - value: 2.852911e+02
+   - value: 2.135419e+02
+   - value: 8.854410e+01
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.5, low: 0.0}
+  - {high: 1.0, low: 0.5}
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table522.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table522.yaml
new file mode 100644
index 0000000000..bd5a9e33dd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table522.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.5  < ABS_T1_Y < 1.0 ) (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.612%}
+    - asymerror: {minus: -3.501%, plus: +3.501%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.181%, plus: +0.181%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.212%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.308%, plus: +0.308%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.446%, plus: +0.447%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.151%, plus: +0.353%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.106%, plus: -0.338%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.179%, plus: -1.279%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.828%, plus: -0.820%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.140%, plus: +1.152%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.980%, plus: +0.980%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.144%, plus: +0.272%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.055%, plus: -1.957%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.187%, plus: -0.246%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.841%, plus: +0.832%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.067%, plus: +2.067%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.874%, plus: +0.878%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.041%, plus: +0.072%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.792%, plus: +1.808%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.217%, plus: -0.217%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.015%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.149%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.139%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.004%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.284%, plus: -0.304%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.115%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.486%, plus: +0.385%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.002%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.463%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.601%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.940%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.868%, plus: +0.373%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.454%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.042%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.155%, plus: -0.433%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.521%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.289%, plus: -0.130%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.037%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.006%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.160%, plus: -0.248%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.556%, plus: -6.556%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.127%, plus: -7.127%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.013%, plus: +2.747%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.366%, plus: +0.367%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.811%, plus: +0.811%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.987%, plus: +0.649%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.443%, plus: -0.442%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.119%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.449%, plus: +2.698%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.023%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.487%, plus: +0.488%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.942489e+02
+  - errors:
+    - {label: stat, symerror: +2.930%}
+    - asymerror: {minus: -4.436%, plus: +4.436%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.306%, plus: -5.306%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.306%, plus: +0.307%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.452%, plus: +0.453%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.134%, plus: -0.134%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.037%, plus: +0.189%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.430%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.298%, plus: -0.255%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.833%, plus: -0.825%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.175%, plus: +1.133%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.080%, plus: +1.080%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +7.506%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.288%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.252%, plus: +0.756%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.358%, plus: +2.358%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.911%, plus: +0.915%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.507%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.809%, plus: +1.826%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.012%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.092%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.067%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.363%, plus: -0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.034%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.089%, plus: +0.452%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.252%, plus: +0.166%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.477%, plus: +1.071%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.322%, plus: +1.044%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.780%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +1.057%, plus: -0.429%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.098%, plus: +0.128%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.758%, plus: -1.633%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.020%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.026%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.252%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.022%, plus: -9.022%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.747%, plus: -8.747%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +4.050%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.338%, plus: +0.339%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.767%, plus: +0.767%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.539%, plus: +1.485%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.439%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.661%, plus: -0.245%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.127%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.586%, plus: +4.059%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.003%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.477%, plus: +0.479%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.491239e+02
+  - errors:
+    - {label: stat, symerror: +3.435%}
+    - asymerror: {minus: -1.142%, plus: +1.142%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.652%, plus: -3.652%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.131%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.289%, plus: +0.289%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.437%, plus: +0.438%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.303%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.448%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.778%, plus: -0.772%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.216%, plus: +1.163%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.277%, plus: +1.277%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.391%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +5.420%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.270%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.564%, plus: +0.559%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.824%, plus: +2.824%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.910%, plus: +0.913%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.641%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.798%, plus: +1.815%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.220%, plus: -0.220%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.026%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.025%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.015%, plus: -0.382%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.498%, plus: +0.163%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.692%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.413%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.169%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.578%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.026%, plus: -1.069%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.073%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.237%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.016%, plus: -0.756%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.687%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.763%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.149%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.408%, plus: -8.408%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.998%, plus: -6.998%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.995%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.357%, plus: +0.358%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.001%, plus: +1.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.445%, plus: +0.543%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.433%, plus: -0.432%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +1.876%, plus: -0.035%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.017%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.181%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.810%, plus: +2.541%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.470%, plus: +0.472%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.886698e+02
+  - errors:
+    - {label: stat, symerror: +4.850%}
+    - asymerror: {minus: -2.233%, plus: +2.233%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.482%, plus: -1.482%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.115%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.305%, plus: +0.306%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.477%, plus: +0.479%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.129%, plus: -0.129%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.351%, plus: +0.222%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.395%, plus: +0.216%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.312%, plus: -1.210%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.754%, plus: -0.749%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.304%, plus: +1.286%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.721%, plus: +1.721%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +5.481%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.495%, plus: -0.165%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.487%, plus: +0.921%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.973%, plus: +3.973%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.882%, plus: +0.886%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.567%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.820%, plus: +1.837%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.234%, plus: -0.234%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.064%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.132%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.021%, plus: -0.278%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.276%, plus: +0.315%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.934%, plus: +0.524%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.340%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.981%, plus: +0.272%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.823%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.127%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.575%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -4.118%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.344%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.006%, plus: -0.423%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.400%, plus: +3.995%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.034%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.009%, plus: -0.201%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.896%, plus: -5.896%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.769%, plus: -9.769%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +4.179%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.379%, plus: +0.380%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.273%, plus: +1.273%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.669%, plus: +1.550%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.440%, plus: -0.439%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.121%, plus: -0.066%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.136%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.097%, plus: +4.234%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.011%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.076154e+01
+- header: {name: 'D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.5  < ABS_T1_Y < 1.0 ) (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.824700e+02
+   - value: 2.431179e+02
+   - value: 1.792293e+02
+   - value: 8.239152e+01
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.5, low: 0.0}
+  - {high: 1.0, low: 0.5}
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table523.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table523.yaml
new file mode 100644
index 0000000000..3af2c50917
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table523.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.0  < ABS_T1_Y < 1.5 ) (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.324%}
+    - asymerror: {minus: -4.520%, plus: +4.520%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.176%, plus: -6.176%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.139%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.302%, plus: +0.303%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.436%, plus: +0.437%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.120%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.188%, plus: +0.281%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.954%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.127%, plus: -1.162%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.775%, plus: -0.769%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.182%, plus: +1.131%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.177%, plus: +1.177%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.086%, plus: +0.587%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.658%, plus: -1.279%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.973%, plus: +0.569%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.654%, plus: +2.654%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.891%, plus: +0.894%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: +0.740%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.816%, plus: +1.833%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.230%, plus: -0.230%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.096%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.061%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.212%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.403%, plus: -0.243%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.068%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.143%, plus: +0.519%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.014%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.487%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.408%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.597%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.974%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.660%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.520%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.195%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.772%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.019%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.016%, plus: -1.651%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.144%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.024%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.327%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.166%, plus: -8.166%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.666%, plus: -8.666%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.098%, plus: +3.746%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.445%, plus: +0.444%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.012%, plus: +1.012%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.337%, plus: +1.669%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.438%, plus: -0.437%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.064%, plus: -0.201%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.126%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.673%, plus: +4.655%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.465%, plus: +0.467%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.004304e+02
+  - errors:
+    - {label: stat, symerror: +3.647%}
+    - asymerror: {minus: -0.909%, plus: +0.909%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.786%, plus: -1.786%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.254%, plus: +0.255%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.406%, plus: +0.406%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.120%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.301%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.197%, plus: +0.396%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.094%, plus: -0.660%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.793%, plus: -0.788%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.183%, plus: +1.125%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.314%, plus: +1.314%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.081%, plus: -0.011%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +5.050%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.355%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.938%, plus: +0.386%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.100%, plus: +3.100%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.901%, plus: +0.905%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.220%, plus: -0.109%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.802%, plus: +1.819%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.231%, plus: -0.230%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.109%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.289%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.109%, plus: +0.415%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.226%, plus: -0.028%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.860%, plus: +0.368%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.833%, plus: +0.471%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.333%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.834%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.866%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.445%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.364%, plus: +0.268%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.337%, plus: -0.357%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.444%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.022%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.332%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.051%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.466%, plus: -9.466%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.723%, plus: -2.723%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.567%, plus: +3.025%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.348%, plus: +0.349%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.103%, plus: +1.103%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.758%, plus: +1.421%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.436%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +1.923%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.363%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.738%, plus: +3.272%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.448%, plus: +0.450%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.790826e+02
+  - errors:
+    - {label: stat, symerror: +4.559%}
+    - asymerror: {minus: -0.592%, plus: +0.592%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.657%, plus: -3.657%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.194%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.231%, plus: +0.230%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.461%, plus: +0.463%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.549%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.386%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.893%, plus: -0.887%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.159%, plus: +1.138%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.671%, plus: +1.671%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.584%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +5.255%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.187%, plus: +0.682%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.188%, plus: +4.188%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.842%, plus: +0.846%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.807%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.774%, plus: +1.791%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.229%, plus: -0.229%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.062%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.264%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.241%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.127%, plus: -0.210%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.131%, plus: -0.295%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.192%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.548%, plus: +0.217%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.000%, plus: -0.040%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.027%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.267%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.081%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.361%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.194%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.540%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.113%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.986%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.169%, plus: -1.208%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +5.492%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.011%, plus: -0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.104%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.191%, plus: -0.417%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.015%, plus: -10.015%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.287%, plus: -5.287%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.054%, plus: +2.660%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.366%, plus: +0.367%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.344%, plus: +1.344%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.342%, plus: +1.995%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.416%, plus: -0.415%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.138%, plus: -0.188%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.299%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.238%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.658%, plus: +2.552%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.138%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.462%, plus: +0.464%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.413282e+02
+  - errors:
+    - {label: stat, symerror: +5.858%}
+    - asymerror: {minus: -1.830%, plus: +1.830%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.540%, plus: -12.540%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.304%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.296%, plus: +0.296%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.554%, plus: +0.555%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.258%, plus: +0.249%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.018%, plus: +0.088%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.579%, plus: -1.214%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.804%, plus: -0.799%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.277%, plus: +1.325%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.123%, plus: +2.123%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.029%, plus: -0.261%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +3.811%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.583%, plus: -0.140%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.549%, plus: +0.926%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.223%, plus: +5.223%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.851%, plus: +0.854%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.476%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.831%, plus: +1.849%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.244%, plus: -0.244%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.069%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.230%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.582%, plus: -0.196%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.450%, plus: +0.507%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: +0.075%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.495%, plus: -0.883%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.064%, plus: +0.864%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.455%, plus: -0.603%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.009%, plus: -0.923%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.458%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.361%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.507%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.354%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.639%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.112%, plus: -0.033%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.108%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.340%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.811%, plus: -7.811%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +14.423%, plus: -14.423%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.407%, plus: +3.326%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.397%, plus: +0.399%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.733%, plus: +1.733%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.323%, plus: +1.517%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.427%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +1.798%, plus: -0.232%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.160%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.369%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.339%, plus: +2.711%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.011%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.487%, plus: +0.488%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.096184e+01
+- header: {name: 'D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.0  < ABS_T1_Y < 1.5 ) (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.072914e+02
+   - value: 1.757281e+02
+   - value: 1.323438e+02
+   - value: 6.934999e+01
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.5, low: 0.0}
+  - {high: 1.0, low: 0.5}
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table524.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table524.yaml
new file mode 100644
index 0000000000..45d917f292
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table524.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.5  < ABS_T1_Y < 2.5 ) (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.477%}
+    - asymerror: {minus: -3.612%, plus: +3.612%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.989%, plus: -6.989%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.198%, plus: +0.233%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.274%, plus: +0.275%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.472%, plus: +0.472%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.025%, plus: +0.359%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.932%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.035%, plus: -0.647%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.692%, plus: -0.688%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.220%, plus: +1.185%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.691%, plus: +1.691%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.410%, plus: +0.102%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.985%, plus: -3.784%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.076%, plus: -0.307%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.822%, plus: +0.823%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.966%, plus: +3.966%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.865%, plus: +0.868%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.378%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.797%, plus: +1.813%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.221%, plus: -0.221%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.064%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.120%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.332%, plus: -0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.273%, plus: +0.503%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.600%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.611%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.269%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.912%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.573%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.172%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.084%, plus: -0.895%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.028%, plus: -0.619%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +5.543%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.055%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.133%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.256%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.125%, plus: -7.125%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.005%, plus: -11.005%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.065%, plus: +3.228%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.421%, plus: +0.422%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.692%, plus: +1.692%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.557%, plus: +1.818%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.426%, plus: -0.425%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.225%, plus: -0.265%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.070%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.444%, plus: +4.072%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.073%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.479%, plus: +0.481%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.001753e+01
+  - errors:
+    - {label: stat, symerror: +4.901%}
+    - asymerror: {minus: -4.693%, plus: +4.693%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +16.365%, plus: -16.365%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.319%, plus: +0.272%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.263%, plus: +0.263%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.427%, plus: +0.429%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.129%, plus: -0.129%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.249%, plus: +0.325%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.227%, plus: +0.053%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.733%, plus: -0.730%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.252%, plus: +1.147%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.813%, plus: +1.813%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.456%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +4.071%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.502%, plus: -0.111%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.569%, plus: +1.290%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.477%, plus: +4.477%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.904%, plus: +0.908%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.521%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.814%, plus: +1.831%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.226%, plus: -0.226%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.131%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.144%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.054%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.580%, plus: -0.551%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.090%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.470%, plus: +0.561%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.477%, plus: -0.278%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.687%, plus: -0.943%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.420%, plus: -0.327%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.218%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.009%, plus: +0.751%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.008%, plus: -0.293%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.810%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.301%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.008%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.481%, plus: -0.119%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.399%, plus: -8.399%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.426%, plus: -7.426%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +4.630%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.367%, plus: +0.368%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.792%, plus: +1.792%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.466%, plus: +2.725%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.428%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +1.581%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.153%, plus: -0.211%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.373%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.155%, plus: +5.026%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.475%, plus: +0.476%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.424888e+01
+  - errors:
+    - {label: stat, symerror: +5.983%}
+    - asymerror: {minus: -0.483%, plus: +0.483%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +18.590%, plus: -18.590%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.389%, plus: +0.331%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.247%, plus: +0.248%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.451%, plus: +0.454%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.134%, plus: -0.133%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.544%, plus: +0.401%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.915%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.711%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.778%, plus: -0.774%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.241%, plus: +1.209%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.118%, plus: +2.118%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.873%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +4.184%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.327%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.341%, plus: +0.792%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.364%, plus: +5.364%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.874%, plus: +0.877%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.270%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.845%, plus: +1.863%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.246%, plus: -0.246%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.104%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.172%, plus: -0.246%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.256%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.292%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.346%, plus: -0.440%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.191%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -1.089%, plus: +0.561%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.096%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.028%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.666%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.960%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.623%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.801%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.984%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.995%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.128%, plus: -1.907%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.022%, plus: -5.780%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.018%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.025%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.392%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.641%, plus: -7.641%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.364%, plus: -12.364%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.433%, plus: +2.487%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.341%, plus: +0.341%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -2.049%, plus: +2.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -3.464%, plus: +2.132%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.422%, plus: -0.421%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +2.397%, plus: -0.497%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.308%, plus: -0.429%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.339%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.063%, plus: +3.509%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.130%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.473%, plus: +0.474%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.675804e+01
+  - errors:
+    - {label: stat, symerror: +7.150%}
+    - asymerror: {minus: +3.039%, plus: -3.039%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.865%, plus: -12.865%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.160%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.272%, plus: +0.273%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.396%, plus: +0.396%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.936%, plus: +0.046%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.410%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.099%, plus: +0.164%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.673%, plus: -0.669%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.221%, plus: +1.186%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.800%, plus: +2.800%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.811%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +3.077%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.231%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.647%, plus: +0.249%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.045%, plus: +6.045%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.792%, plus: +0.792%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.460%, plus: +0.167%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.813%, plus: +1.829%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.252%, plus: -0.251%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.137%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.117%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.087%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.514%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.056%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.975%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.702%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.053%, plus: +0.765%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.001%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.328%, plus: +1.516%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.188%, plus: +1.135%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.954%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.234%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.791%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.048%, plus: -0.055%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.034%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.757%, plus: -1.638%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.055%, plus: +0.144%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.107%, plus: -0.158%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.106%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.241%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.669%, plus: -1.669%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.509%, plus: -12.509%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.593%, plus: +2.734%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.290%, plus: +0.292%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -2.421%, plus: +2.421%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.508%, plus: +1.272%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.402%, plus: -0.401%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +1.666%, plus: -0.104%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.006%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.033%, plus: -0.467%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.615%, plus: +2.861%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.043%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.473%, plus: +0.475%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.563928e+01
+- header: {name: 'D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.5  < ABS_T1_Y < 2.5 ) (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.191708e+01
+   - value: 7.700239e+01
+   - value: 6.634325e+01
+   - value: 4.198209e+01
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.5, low: 0.0}
+  - {high: 1.0, low: 0.5}
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table525.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table525.yaml
new file mode 100644
index 0000000000..4565715b77
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table525.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.800000e+03}
+  - {value: 2.916000e+03}
+  - {value: 2.216400e+03}
+  - {value: 1.178800e+03}
+  - {value: 2.916000e+03}
+  - {value: 4.504000e+03}
+  - {value: 3.337600e+03}
+  - {value: 1.791200e+03}
+  - {value: 2.216400e+03}
+  - {value: 3.337600e+03}
+  - {value: 2.650000e+03}
+  - {value: 1.376400e+03}
+  - {value: 1.178800e+03}
+  - {value: 1.791200e+03}
+  - {value: 1.376400e+03}
+  - {value: 8.168000e+02}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table526.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table526.yaml
new file mode 100644
index 0000000000..77aac99649
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table526.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.398800e+03}
+  - {value: 2.646800e+03}
+  - {value: 2.017600e+03}
+  - {value: 1.094000e+03}
+  - {value: 2.384800e+03}
+  - {value: 2.382000e+03}
+  - {value: 1.922800e+03}
+  - {value: 1.074800e+03}
+  - {value: 1.577200e+03}
+  - {value: 1.599600e+03}
+  - {value: 1.281200e+03}
+  - {value: 7.156000e+02}
+  - {value: 7.092000e+02}
+  - {value: 6.812000e+02}
+  - {value: 5.312000e+02}
+  - {value: 3.048400e+02}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table527.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table527.yaml
new file mode 100644
index 0000000000..75fa2677f3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table527.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.309600e+03}
+  - {value: 2.210800e+03}
+  - {value: 1.461200e+03}
+  - {value: 6.544000e+02}
+  - {value: 2.210800e+03}
+  - {value: 2.792800e+03}
+  - {value: 1.725600e+03}
+  - {value: 7.352000e+02}
+  - {value: 1.461200e+03}
+  - {value: 1.725600e+03}
+  - {value: 1.244800e+03}
+  - {value: 4.828000e+02}
+  - {value: 6.544000e+02}
+  - {value: 7.352000e+02}
+  - {value: 4.828000e+02}
+  - {value: 2.502800e+02}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table528.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table528.yaml
new file mode 100644
index 0000000000..817b985c7a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table528.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.969600e+03}
+  - {value: 2.363200e+03}
+  - {value: 1.855200e+03}
+  - {value: 1.028800e+03}
+  - {value: 1.267600e+03}
+  - {value: 1.292000e+03}
+  - {value: 1.030400e+03}
+  - {value: 5.404000e+02}
+  - {value: 1.124000e+03}
+  - {value: 1.175600e+03}
+  - {value: 9.412000e+02}
+  - {value: 5.152000e+02}
+  - {value: 8.392000e+02}
+  - {value: 9.952000e+02}
+  - {value: 7.924000e+02}
+  - {value: 4.724000e+02}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table529.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table529.yaml
new file mode 100644
index 0000000000..c15c6a1bcd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table529.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.820000e+03}
+  - {value: 2.000400e+03}
+  - {value: 1.303200e+03}
+  - {value: 5.584000e+02}
+  - {value: 1.154400e+03}
+  - {value: 1.361200e+03}
+  - {value: 9.240000e+02}
+  - {value: 3.676000e+02}
+  - {value: 1.039200e+03}
+  - {value: 1.236000e+03}
+  - {value: 8.316000e+02}
+  - {value: 3.372800e+02}
+  - {value: 7.948000e+02}
+  - {value: 9.332000e+02}
+  - {value: 6.160000e+02}
+  - {value: 2.614800e+02}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table53.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table53.yaml
new file mode 100644
index 0000000000..d194480b6e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table53.yaml
@@ -0,0 +1,373 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: '1/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.283000e-09}
+  - {value: -2.346000e-09}
+  - {value: -7.097000e-09}
+  - {value: -2.774000e-09}
+  - {value: -1.168000e-09}
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+  - {value: -2.543000e-10}
+  - {value: 2.593000e-11}
+  - {value: -1.836000e-10}
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+  - {value: -2.346000e-09}
+  - {value: 1.501000e-08}
+  - {value: 8.620000e-09}
+  - {value: 1.980000e-09}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table530.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table530.yaml
new file mode 100644
index 0000000000..ba372257ea
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table530.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
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+  - {value: 4.604000e+02}
+  - {value: 4.408000e+02}
+  - {value: 4.144000e+02}
+independent_variables:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table531.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table531.yaml
new file mode 100644
index 0000000000..d183f8be44
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table531.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
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+independent_variables:
+- header: {name: 'ABS_T2_Y'}
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+- header: {name: 'ABS_T2_Y'}
+  values:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table532.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table532.yaml
new file mode 100644
index 0000000000..e6e60e49d7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table532.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
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+  - {value: 5.270000e+02}
+  - {value: 3.546000e+02}
+  - {value: 1.507000e+02}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
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+- header: {name: 'ABS_T2_Y'}
+  values:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table533.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table533.yaml
new file mode 100644
index 0000000000..81219b0d5f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table533.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.930000e+02}
+  - {value: 4.634000e+02}
+  - {value: 4.378000e+02}
+  - {value: 3.704000e+02}
+  - {value: 8.526000e+02}
+  - {value: 5.408000e+02}
+  - {value: 4.974000e+02}
+  - {value: 4.100000e+02}
+  - {value: 7.958000e+02}
+  - {value: 5.004000e+02}
+  - {value: 4.644000e+02}
+  - {value: 3.906000e+02}
+  - {value: 4.224000e+02}
+  - {value: 2.528000e+02}
+  - {value: 2.438000e+02}
+  - {value: 2.158000e+02}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table534.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table534.yaml
new file mode 100644
index 0000000000..2fd9ed9901
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table534.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.212000e+02}
+  - {value: 4.002000e+02}
+  - {value: 3.784000e+02}
+  - {value: 2.091000e+02}
+  - {value: 4.002000e+02}
+  - {value: 5.593000e+02}
+  - {value: 4.765000e+02}
+  - {value: 2.447000e+02}
+  - {value: 3.784000e+02}
+  - {value: 4.765000e+02}
+  - {value: 4.902000e+02}
+  - {value: 2.419000e+02}
+  - {value: 2.091000e+02}
+  - {value: 2.447000e+02}
+  - {value: 2.419000e+02}
+  - {value: 1.657000e+02}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 0.50, low: 0.00}
+  - {high: 1.00, low: 0.50}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table535.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table535.yaml
new file mode 100644
index 0000000000..c16ddc119b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table535.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DM ( 0.0 GeV < M < 700.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +0.551%}
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.914%, plus: -0.914%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.019%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.228%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.213%, plus: -0.220%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.010%, plus: +0.008%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.187%, plus: +0.187%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.007%, plus: -0.087%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.936%, plus: +0.936%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.020%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.001%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.018%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.206%, plus: -0.007%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.336%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.195%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.058%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.223%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.369%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.003%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.852%, plus: +0.852%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.143%, plus: +1.143%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.130%, plus: +0.146%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.024%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.009%, plus: +0.002%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.011%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.909167e-06
+  - errors:
+    - {label: stat, symerror: +2.427%}
+    - asymerror: {minus: -0.889%, plus: +0.889%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.815%, plus: +4.815%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.022%, plus: +0.021%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.102%, plus: -0.102%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.712%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.177%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.764%, plus: +0.793%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.045%, plus: -0.032%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.841%, plus: +0.841%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.328%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.540%, plus: +0.870%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.437%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.298%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.193%, plus: +3.193%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.194%, plus: +0.195%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.822%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.089%, plus: +0.085%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.072%, plus: +0.072%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.865%, plus: +0.057%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.814%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.772%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.127%, plus: +0.085%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.691%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.294%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.880%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.034%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.088%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.107%, plus: -2.600%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.506%, plus: -0.506%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.806%, plus: -2.806%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.922%, plus: -0.868%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.011%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.142%, plus: -0.883%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.778%, plus: -0.685%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.005%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.198%, plus: +0.198%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.216347e-06
+  - errors:
+    - {label: stat, symerror: +5.901%}
+    - asymerror: {minus: -3.923%, plus: +3.923%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -16.445%, plus: +16.445%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.091%, plus: -0.352%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.233%, plus: +0.233%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.031%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.211%, plus: -0.851%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.633%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.945%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.146%, plus: +1.194%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.233%, plus: -0.217%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.184%, plus: +2.184%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.463%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.863%, plus: +2.368%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.821%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.722%, plus: -0.227%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.123%, plus: +5.123%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.166%, plus: +0.167%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.262%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.017%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.193%, plus: +0.194%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.506%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.378%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.094%, plus: -0.405%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.465%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.522%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.499%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.695%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.072%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.293%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.992%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -3.012%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.619%, plus: +0.555%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.095%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.300%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.131%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.919%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.189%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.799%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.995%, plus: -12.219%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.101%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.457%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.629%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.122%, plus: +2.122%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.092%, plus: +1.092%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +3.213%, plus: -1.274%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.085%, plus: +0.088%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.104%, plus: -0.104%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.641%, plus: -1.308%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.282%, plus: +0.254%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.399%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +3.654%, plus: -1.280%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.013%, plus: -0.484%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.350%, plus: +0.350%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.216660e-09
+- header: {name: '1/SIG*D2SIG/DT2_PT/DM ( 0.0 GeV < M < 700.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.779485e-06
+   - value: 1.201784e-06
+   - value: 3.485341e-09
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 165.0, low: 0.0}
+  - {high: 280.0, low: 165.0}
+  - {high: 1000.0, low: 280.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table536.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table536.yaml
new file mode 100644
index 0000000000..858d214cbd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table536.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DM ( 700.0 GeV < M < 970.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +6.838%}
+    - asymerror: {minus: +5.620%, plus: -5.620%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.431%, plus: -6.431%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.152%, plus: +0.248%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.756%, plus: +0.373%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.408%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.154%, plus: +0.155%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.221%, plus: +0.221%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.798%, plus: +1.798%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.429%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.959%, plus: -1.156%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.037%, plus: +0.299%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -9.163%, plus: +9.163%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.202%, plus: +0.202%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.324%, plus: +0.050%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.066%, plus: +0.064%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.163%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.027%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.072%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.389%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.031%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.774%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.012%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.328%, plus: +0.320%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.390%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.436%, plus: -0.377%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.562%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.754%, plus: +0.696%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +3.249%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +4.056%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.418%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.417%, plus: -0.224%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.285%, plus: -1.222%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +10.290%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.274%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.515%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.642%, plus: -5.642%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.853%, plus: -3.853%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.233%, plus: +1.349%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.166%, plus: +0.168%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.504%, plus: +0.504%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.789%, plus: +1.871%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.324%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.851%, plus: +2.455%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.098%, plus: -0.098%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.246340e-07
+  - errors:
+    - {label: stat, symerror: +3.130%}
+    - asymerror: {minus: -3.527%, plus: +3.527%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.549%, plus: +5.549%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.094%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.154%, plus: +0.153%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.036%, plus: -0.292%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.642%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.367%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.959%, plus: +0.988%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.051%, plus: -0.065%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.037%, plus: +1.037%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.225%, plus: -0.123%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.164%, plus: +0.622%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.138%, plus: +3.138%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.257%, plus: +0.257%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.499%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.123%, plus: +0.118%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.122%, plus: +0.122%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.033%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.141%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.141%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.098%, plus: -0.327%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.420%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.904%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.067%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.359%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.445%, plus: -0.688%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.551%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.100%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.500%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.004%, plus: -0.928%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.899%, plus: -0.987%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.337%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.135%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.437%, plus: -5.437%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.926%, plus: -4.926%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.130%, plus: -0.764%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.152%, plus: +0.155%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.353%, plus: +0.353%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.573%, plus: -0.697%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.182%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.595%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.064%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.279%, plus: +0.279%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.879360e-07
+  - errors:
+    - {label: stat, symerror: +2.718%}
+    - asymerror: {minus: -4.048%, plus: +4.048%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.376%, plus: +9.376%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.373%, plus: +0.373%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.066%, plus: +0.065%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.033%, plus: -0.433%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.100%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.061%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.385%, plus: +1.431%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.401%, plus: -0.378%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.951%, plus: +0.951%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.306%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.405%, plus: +1.568%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.414%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.320%, plus: +2.320%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.034%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.521%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.035%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.290%, plus: +0.291%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.203%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.215%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.074%, plus: -0.423%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.286%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.432%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.650%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.140%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.215%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.594%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.893%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.251%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.220%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.472%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.461%, plus: -4.872%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.180%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.377%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.351%, plus: +0.351%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.126%, plus: -6.126%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.671%, plus: -2.091%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.124%, plus: +0.126%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.150%, plus: -0.150%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.689%, plus: -1.204%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.296%, plus: -0.297%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.062%, plus: -0.285%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.436%, plus: +0.223%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.886%, plus: -1.260%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.580%, plus: +0.581%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.959202e-07
+  - errors:
+    - {label: stat, symerror: +8.516%}
+    - asymerror: {minus: -14.419%, plus: +14.419%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -20.082%, plus: +20.082%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.706%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.628%, plus: +0.630%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -1.091%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.234%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.414%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.410%, plus: +1.468%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.630%, plus: -0.602%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.969%, plus: +2.969%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.220%, plus: -1.073%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -4.510%, plus: +2.733%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.491%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +1.032%, plus: -1.186%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.158%, plus: +6.158%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.278%, plus: -0.273%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -2.487%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.305%, plus: -0.303%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.452%, plus: +0.455%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.794%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.675%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.567%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.700%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.639%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.932%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.906%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.314%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.698%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.035%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.637%, plus: +1.407%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.095%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.969%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.313%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.941%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.645%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.053%, plus: -15.061%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.086%, plus: -1.412%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.910%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.857%, plus: +0.857%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +13.192%, plus: -13.192%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +4.500%, plus: -5.467%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.095%, plus: +0.097%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.144%, plus: -0.144%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.373%, plus: -3.913%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.744%, plus: -0.745%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.339%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.790%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.654%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +3.030%, plus: -4.991%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.617%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.721%, plus: +0.722%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.639647e-09
+- header: {name: '1/SIG*D2SIG/DT2_PT/DM ( 700.0 GeV < M < 970.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.019985e-06
+   - value: 1.004747e-06
+   - value: 4.583057e-07
+   - value: 3.232748e-09
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 155.0, low: 0.0}
+  - {high: 270.0, low: 155.0}
+  - {high: 405.0, low: 270.0}
+  - {high: 1000.0, low: 405.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table537.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table537.yaml
new file mode 100644
index 0000000000..093384f1aa
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table537.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DM ( 970.0 GeV < M < 1315.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.982%}
+    - asymerror: {minus: +3.886%, plus: -3.886%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.144%, plus: +2.144%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.184%, plus: +0.184%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.426%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.607%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.599%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.921%, plus: +0.945%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.074%, plus: +0.075%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.876%, plus: +1.876%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.435%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.339%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.400%, plus: -0.640%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.833%, plus: +0.346%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.265%, plus: +5.265%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.372%, plus: +0.371%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.879%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.138%, plus: +0.133%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.084%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.335%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.003%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.527%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.156%, plus: -0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.032%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.365%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.697%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.263%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.130%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.729%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.556%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.393%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.517%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.295%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.520%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +5.061%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.035%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.352%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.107%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.262%, plus: -0.413%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +11.390%, plus: -11.390%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.167%, plus: -7.167%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.368%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.202%, plus: +0.204%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.727%, plus: +0.727%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.268%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.541%, plus: -0.477%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.236%, plus: -0.163%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.185%, plus: +0.344%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.009%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.199%, plus: +0.199%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.483299e-07
+  - errors:
+    - {label: stat, symerror: +3.976%}
+    - asymerror: {minus: -6.240%, plus: +6.240%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -12.965%, plus: +12.965%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.399%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.529%, plus: +0.529%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.383%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.918%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.035%, plus: -0.615%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.414%, plus: +1.456%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.418%, plus: -0.403%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.398%, plus: +1.398%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.606%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.741%, plus: +0.298%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.562%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.803%, plus: +2.803%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.021%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.899%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.069%, plus: -0.071%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.341%, plus: +0.343%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.225%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.441%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.277%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.316%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.428%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.042%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.826%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.771%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.375%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.505%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.662%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.091%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.369%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.529%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.261%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.238%, plus: -6.144%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.938%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.896%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.930%, plus: -0.930%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.155%, plus: -6.155%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.969%, plus: -1.739%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.159%, plus: +0.161%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.035%, plus: -1.124%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.483%, plus: -0.484%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.026%, plus: -0.051%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.601%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.744%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.804%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.602%, plus: +0.602%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.178978e-08
+  - errors:
+    - {label: stat, symerror: +6.245%}
+    - asymerror: {minus: -12.947%, plus: +12.947%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.078%, plus: +6.078%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.172%, plus: +0.254%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.725%, plus: +0.727%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.139%, plus: +0.138%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.725%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.380%, plus: +0.051%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.476%, plus: +1.521%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.671%, plus: -0.677%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.654%, plus: +1.654%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.521%, plus: +0.584%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.392%, plus: +0.497%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.354%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.068%, plus: -0.404%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.923%, plus: +2.923%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.394%, plus: -0.388%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.699%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.547%, plus: -0.539%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.521%, plus: +0.524%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.177%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.410%, plus: +0.351%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.343%, plus: +0.309%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.428%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.286%, plus: +0.200%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.106%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.033%, plus: -0.327%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.654%, plus: +0.570%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.904%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.989%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.241%, plus: +0.178%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.855%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.417%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.098%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.131%, plus: -0.727%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.550%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.758%, plus: -6.333%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.790%, plus: +1.178%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.001%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.464%, plus: -0.575%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.088%, plus: +3.088%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.898%, plus: -8.898%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.868%, plus: -1.665%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.252%, plus: +0.254%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.372%, plus: -0.372%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.662%, plus: -1.102%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.355%, plus: -1.350%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.027%, plus: +0.492%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.327%, plus: -0.256%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.646%, plus: +0.697%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.029%, plus: +0.917%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.046%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.729%, plus: +0.730%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.504601e-09
+- header: {name: '1/SIG*D2SIG/DT2_PT/DM ( 970.0 GeV < M < 1315.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.544398e-07
+   - value: 9.277039e-08
+   - value: 1.062920e-08
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 270.0, low: 0.0}
+  - {high: 425.0, low: 270.0}
+  - {high: 1000.0, low: 425.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table538.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table538.yaml
new file mode 100644
index 0000000000..53d3fd5478
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table538.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT2_PT/DM ( 1315.0 GeV < M < 3000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +14.003%}
+    - asymerror: {minus: +4.324%, plus: -4.324%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.984%, plus: +6.984%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.356%, plus: +0.692%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.274%, plus: +0.273%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.033%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.196%, plus: +0.594%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.304%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.475%, plus: -2.365%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.106%, plus: +1.136%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -4.140%, plus: +4.140%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.953%, plus: +0.439%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.461%, plus: -0.596%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.027%, plus: -0.740%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.515%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -9.765%, plus: +9.765%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.386%, plus: +0.384%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.319%, plus: +0.268%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.160%, plus: +0.153%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.122%, plus: +0.123%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.371%, plus: +0.360%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.462%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.327%, plus: +0.339%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.432%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.285%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.516%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.079%, plus: -0.078%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.122%, plus: +0.465%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.165%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.573%, plus: +0.018%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -3.851%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.400%, plus: +1.577%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.494%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.307%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.130%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -3.520%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.078%, plus: -1.204%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.323%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.945%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.867%, plus: +0.849%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.192%, plus: -1.096%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +15.817%, plus: -15.817%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.153%, plus: -10.153%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.888%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.297%, plus: +0.307%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.115%, plus: +0.115%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.390%, plus: +1.390%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.420%, plus: +0.207%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -1.159%, plus: +0.741%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.770%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.575%, plus: +0.535%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.189%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.458%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.213%, plus: +0.213%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.555142e-09
+  - errors:
+    - {label: stat, symerror: +7.830%}
+    - asymerror: {minus: +0.460%, plus: -0.460%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.746%, plus: +8.746%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.113%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.459%, plus: +0.459%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.295%, plus: -0.075%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.352%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.446%, plus: +0.546%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.477%, plus: +1.520%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.392%, plus: -0.396%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.765%, plus: +2.765%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.482%, plus: +0.915%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.431%, plus: +1.326%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.035%, plus: +0.029%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.748%, plus: +3.748%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.040%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.167%, plus: +0.191%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.149%, plus: -0.150%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.356%, plus: +0.358%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.059%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.146%, plus: +0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.141%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.003%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.545%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.020%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.088%, plus: -0.299%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.259%, plus: +0.252%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.164%, plus: -0.348%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.177%, plus: -0.854%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.524%, plus: -0.160%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.803%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.319%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.926%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.606%, plus: +0.596%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.918%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.606%, plus: -2.953%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.206%, plus: +0.656%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.341%, plus: -0.242%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.598%, plus: -1.598%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.208%, plus: -5.208%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.748%, plus: -1.037%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.220%, plus: +0.221%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.667%, plus: +0.667%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.367%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.530%, plus: -0.531%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.439%, plus: -0.579%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.291%, plus: -0.504%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.510%, plus: +0.333%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.823%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.576%, plus: +0.576%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.912833e-09
+  - errors:
+    - {label: stat, symerror: +12.691%}
+    - asymerror: {minus: -11.675%, plus: +11.675%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.849%, plus: +10.849%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.334%, plus: +0.244%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.603%, plus: +0.604%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.162%, plus: -0.076%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.708%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.775%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.505%, plus: +1.549%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.613%, plus: -0.611%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.759%, plus: +2.759%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.842%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.865%, plus: -0.428%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.160%, plus: -0.384%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.002%, plus: -0.180%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.297%, plus: +3.297%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.440%, plus: -0.434%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.277%, plus: -0.912%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.758%, plus: -0.745%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.523%, plus: +0.526%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.125%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.355%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.457%, plus: -0.499%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.198%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.377%, plus: +0.228%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.244%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.057%, plus: +0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.688%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.835%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.725%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.450%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.798%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.524%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.897%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -2.979%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.412%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.703%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.612%, plus: +6.589%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.292%, plus: +2.010%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +1.108%, plus: -0.660%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.897%, plus: +2.897%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.816%, plus: -2.816%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.467%, plus: -1.404%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.375%, plus: +0.378%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.108%, plus: +0.108%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.297%, plus: +0.297%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.674%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.777%, plus: -1.763%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.740%, plus: -0.355%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.385%, plus: -0.311%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.788%, plus: +1.027%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.153%, plus: +3.465%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.069%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.616%, plus: +0.617%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.055710e-09
+- header: {name: '1/SIG*D2SIG/DT2_PT/DM ( 1315.0 GeV < M < 3000.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.652944e-09
+   - value: 4.234891e-09
+   - value: 1.194814e-09
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 280.0, low: 0.0}
+  - {high: 445.0, low: 280.0}
+  - {high: 1000.0, low: 445.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table539.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table539.yaml
new file mode 100644
index 0000000000..97a3033f86
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table539.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.783469e-14}
+  - {value: -9.395918e-15}
+  - {value: -3.591837e-17}
+  - {value: -9.395918e-15}
+  - {value: 7.665306e-15}
+  - {value: 3.775510e-17}
+  - {value: -3.591837e-17}
+  - {value: 3.775510e-17}
+  - {value: 4.048980e-19}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table54.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table54.yaml
new file mode 100644
index 0000000000..90c3813a6c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table54.yaml
@@ -0,0 +1,1541 @@
+dependent_variables:
+- header: {name: 'DSIG/DHT_TT (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.107%}
+    - asymerror: {minus: -0.101%, plus: +0.101%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.549%, plus: -2.549%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.225%, plus: +0.404%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.474%, plus: +0.476%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.253%, plus: +0.747%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.710%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.418%, plus: -0.255%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.125%, plus: -2.117%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.276%, plus: +1.244%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.064%, plus: +1.064%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.582%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.798%, plus: -4.261%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.442%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.874%, plus: +0.894%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.159%, plus: +6.159%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.512%, plus: +0.510%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.898%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.672%, plus: +1.690%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.425%, plus: -0.424%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.309%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.287%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.001%, plus: +0.379%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.271%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.806%, plus: -0.510%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.369%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.693%, plus: +1.006%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.149%, plus: -0.044%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.939%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.792%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.569%, plus: +0.511%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.750%, plus: +0.602%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.604%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.392%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.613%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.611%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.241%, plus: -3.474%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.029%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.191%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.588%, plus: -0.170%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.475%, plus: +1.475%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.678%, plus: +7.678%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.114%, plus: +5.549%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.141%, plus: +0.135%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.135%, plus: +0.135%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.854%, plus: +2.274%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.261%, plus: -0.260%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.339%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.664%, plus: -0.195%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.287%, plus: +4.612%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.087%, plus: +0.086%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.502852e-03
+  - errors:
+    - {label: stat, symerror: +2.944%}
+    - asymerror: {minus: -1.103%, plus: +1.103%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.404%, plus: +1.404%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.098%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.399%, plus: +0.399%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.190%, plus: +0.206%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.231%, plus: +0.130%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.345%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.423%, plus: -1.416%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.379%, plus: +1.346%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.037%, plus: +1.037%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.362%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.284%, plus: -4.035%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.033%, plus: -0.504%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.718%, plus: +0.598%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.705%, plus: +3.705%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.927%, plus: +0.930%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.371%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.807%, plus: +1.826%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.373%, plus: -0.372%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.073%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.076%, plus: -0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.167%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.127%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.294%, plus: +0.217%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.036%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.694%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.208%, plus: +0.201%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.450%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.422%, plus: -1.574%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.014%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.349%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.882%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.207%, plus: -1.722%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.219%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.155%, plus: -2.693%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.011%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.200%, plus: -0.473%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.304%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.287%, plus: -7.287%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.442%, plus: +6.442%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.758%, plus: +2.666%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.298%, plus: +0.298%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.087%, plus: +1.511%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.290%, plus: -0.289%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.392%, plus: -0.526%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.140%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.181%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.994%, plus: +2.862%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.174%, plus: +0.174%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.082352e-03
+  - errors:
+    - {label: stat, symerror: +2.477%}
+    - asymerror: {minus: -4.027%, plus: +4.027%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.686%, plus: +1.686%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.064%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.152%, plus: +0.152%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.390%, plus: +0.390%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.151%, plus: -0.151%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.226%, plus: +0.235%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.314%, plus: +0.319%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.640%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.082%, plus: -1.075%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.339%, plus: +1.337%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.911%, plus: +0.911%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.220%, plus: +0.211%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.038%, plus: -2.850%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.023%, plus: -0.160%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.588%, plus: +0.979%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.521%, plus: +2.521%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.997%, plus: +1.003%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.834%, plus: +1.851%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.337%, plus: -0.337%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.008%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.098%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.261%, plus: -0.286%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.009%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.391%, plus: +0.428%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.322%, plus: +0.084%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.821%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.385%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.243%, plus: -0.294%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.134%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.420%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.485%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.476%, plus: -1.116%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.270%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.081%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.626%, plus: -9.626%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.258%, plus: +8.258%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.310%, plus: +4.476%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.271%, plus: +0.271%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.127%, plus: +0.127%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.802%, plus: +1.756%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.295%, plus: -0.295%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.103%, plus: +0.200%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.003%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.218%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.295%, plus: +4.251%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.267%, plus: +0.267%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.013639e-03
+  - errors:
+    - {label: stat, symerror: +2.290%}
+    - asymerror: {minus: -1.595%, plus: +1.595%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.302%, plus: +1.302%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.147%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.188%, plus: +0.188%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.435%, plus: +0.436%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.157%, plus: -0.157%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.215%, plus: +0.319%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.304%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.164%, plus: -0.867%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.828%, plus: -0.820%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.290%, plus: +1.265%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.858%, plus: +0.858%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.012%, plus: +0.090%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.225%, plus: -3.027%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.004%, plus: +0.031%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.948%, plus: +0.955%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.815%, plus: +1.815%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.969%, plus: +0.974%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.132%, plus: +0.178%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.864%, plus: +1.882%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.294%, plus: -0.294%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.063%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.077%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.082%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.419%, plus: -0.306%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.108%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.453%, plus: +0.487%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.029%, plus: -0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.521%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.016%, plus: -0.257%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.239%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.769%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.223%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.482%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.394%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.437%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.152%, plus: -0.790%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.222%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.026%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.078%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.466%, plus: -6.466%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.319%, plus: +10.319%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.782%, plus: +3.871%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.367%, plus: +0.368%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.135%, plus: +1.489%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.318%, plus: -0.318%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.014%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.223%, plus: -0.227%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.633%, plus: +3.836%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.020%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.407%, plus: +0.408%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.195199e-03
+  - errors:
+    - {label: stat, symerror: +2.154%}
+    - asymerror: {minus: -2.287%, plus: +2.287%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.004%, plus: +5.004%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.198%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.254%, plus: +0.254%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.447%, plus: +0.448%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.163%, plus: -0.162%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.291%, plus: +0.122%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.246%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.399%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.702%, plus: -0.695%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.200%, plus: +1.189%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.796%, plus: +0.796%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.886%, plus: -2.209%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.136%, plus: -0.159%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.906%, plus: +0.697%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.374%, plus: +1.374%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.964%, plus: +0.969%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.883%, plus: +1.901%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.240%, plus: -0.240%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.117%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.135%, plus: -0.178%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.190%, plus: -0.393%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.171%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.595%, plus: +0.333%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.017%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.469%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.524%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.060%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.040%, plus: +0.271%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.796%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.114%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.672%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.006%, plus: -0.686%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.575%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.312%, plus: -2.059%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.323%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.028%, plus: -0.239%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.489%, plus: -4.489%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.554%, plus: +8.554%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.070%, plus: +2.676%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.339%, plus: +0.340%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.055%, plus: +0.814%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.357%, plus: -0.356%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.074%, plus: -0.017%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.162%, plus: -0.337%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.941%, plus: +2.872%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.504%, plus: +0.505%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.694227e-03
+  - errors:
+    - {label: stat, symerror: +2.256%}
+    - asymerror: {minus: -3.213%, plus: +3.213%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.905%, plus: +2.905%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.086%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.322%, plus: +0.322%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.468%, plus: +0.469%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.156%, plus: -0.155%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.134%, plus: +0.145%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.461%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.053%, plus: -1.389%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.561%, plus: -0.555%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.096%, plus: +1.081%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.841%, plus: +0.841%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.041%, plus: +0.268%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.259%, plus: -2.074%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.126%, plus: -0.064%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.689%, plus: +0.754%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.139%, plus: +1.139%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.892%, plus: +0.895%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.306%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.837%, plus: +1.854%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.175%, plus: -0.175%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.121%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.016%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.240%, plus: -0.215%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.062%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.231%, plus: +0.395%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.048%, plus: +0.145%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.692%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.149%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.322%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.771%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.424%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.309%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.627%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.232%, plus: -1.094%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.914%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.350%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.295%, plus: -0.182%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.828%, plus: -3.828%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.526%, plus: +7.526%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.176%, plus: +2.740%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.361%, plus: +0.362%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.052%, plus: +1.174%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.408%, plus: -0.407%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.217%, plus: -0.310%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.130%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.291%, plus: +3.162%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.600%, plus: +0.602%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.946220e-03
+  - errors:
+    - {label: stat, symerror: +2.515%}
+    - asymerror: {minus: -4.297%, plus: +4.297%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.094%, plus: +0.094%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.149%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.443%, plus: +0.443%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.505%, plus: +0.507%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.380%, plus: +0.093%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.554%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.092%, plus: -0.899%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.475%, plus: -0.469%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.000%, plus: +0.953%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.927%, plus: +0.927%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.312%, plus: +0.054%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.871%, plus: -2.219%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.044%, plus: -0.216%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.443%, plus: +0.711%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.984%, plus: +0.984%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.847%, plus: +0.850%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.782%, plus: +1.797%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.110%, plus: -0.110%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.095%, plus: -0.095%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.032%, plus: -0.209%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.123%, plus: -0.371%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.301%, plus: +0.197%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.821%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.540%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.005%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.061%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.767%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.434%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.563%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.536%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.018%, plus: -0.444%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.108%, plus: -0.959%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.298%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.039%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.053%, plus: -0.210%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.354%, plus: -3.354%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.428%, plus: +6.428%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.533%, plus: +2.314%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.450%, plus: +0.452%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.110%, plus: +0.110%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.210%, plus: +0.843%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.493%, plus: -0.492%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.176%, plus: -0.274%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.056%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.093%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.377%, plus: +2.780%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.683%, plus: +0.685%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.965594e-03
+  - errors:
+    - {label: stat, symerror: +2.784%}
+    - asymerror: {minus: -4.275%, plus: +4.275%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.801%, plus: +0.801%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.209%, plus: +0.313%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.507%, plus: +0.507%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.523%, plus: +0.525%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.199%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.494%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.050%, plus: -1.593%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.440%, plus: -0.436%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.919%, plus: +0.881%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.004%, plus: +1.004%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.321%, plus: +0.245%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.929%, plus: -2.102%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.301%, plus: -0.163%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.548%, plus: +0.590%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.855%, plus: +0.855%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.767%, plus: +0.769%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.112%, plus: +0.270%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.716%, plus: +1.730%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.097%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.119%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.175%, plus: +0.258%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.184%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.287%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.043%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.222%, plus: +0.305%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.730%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.728%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.497%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.577%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.930%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.503%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.039%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.904%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.108%, plus: -0.423%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.896%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.186%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.030%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.260%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.581%, plus: -2.581%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.638%, plus: +8.638%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.424%, plus: +2.196%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.447%, plus: +0.449%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.092%, plus: +0.092%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.797%, plus: +0.888%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.610%, plus: -0.609%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.198%, plus: +0.047%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.212%, plus: -0.225%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.044%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.691%, plus: +2.618%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.017%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.745%, plus: +0.748%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.091978e-03
+  - errors:
+    - {label: stat, symerror: +3.103%}
+    - asymerror: {minus: -5.971%, plus: +5.971%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.396%, plus: +6.396%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.091%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.605%, plus: +0.607%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.515%, plus: +0.517%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.702%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.810%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.409%, plus: -0.405%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.834%, plus: +0.813%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.123%, plus: +1.123%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.131%, plus: -2.139%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.213%, plus: -0.081%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.923%, plus: +0.502%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.745%, plus: +0.745%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.712%, plus: +0.714%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.404%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.647%, plus: +1.661%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.036%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.127%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.018%, plus: +0.258%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.041%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.231%, plus: -0.182%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.032%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.154%, plus: +0.293%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.533%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.553%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.082%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.267%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.825%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.974%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.853%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.841%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.680%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.802%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.415%, plus: +0.226%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.315%, plus: -0.471%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.953%, plus: -0.953%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.066%, plus: +11.066%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.416%, plus: +1.984%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.439%, plus: +0.440%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.162%, plus: +0.162%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.622%, plus: +0.799%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.775%, plus: -0.773%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.239%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.223%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.254%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.323%, plus: +3.560%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.100%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.799%, plus: +0.802%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.462873e-03
+  - errors:
+    - {label: stat, symerror: +4.131%}
+    - asymerror: {minus: -9.435%, plus: +9.435%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.873%, plus: +5.873%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.136%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.709%, plus: +0.712%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.561%, plus: +0.564%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.268%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.097%, plus: -0.338%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.079%, plus: -0.646%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.347%, plus: -0.343%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.796%, plus: +0.770%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.410%, plus: +1.410%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.264%, plus: +0.139%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.202%, plus: -2.073%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.116%, plus: +0.274%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.107%, plus: +0.522%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.773%, plus: +0.773%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.581%, plus: +0.582%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.446%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.497%, plus: +1.508%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.307%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.303%, plus: -0.511%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.375%, plus: +0.199%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.569%, plus: +0.217%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.690%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.690%, plus: +0.087%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.743%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.450%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.241%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.583%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.018%, plus: -0.187%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.763%, plus: +2.688%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.001%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.392%, plus: +0.377%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.147%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.303%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.756%, plus: -0.756%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.153%, plus: +6.153%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.910%, plus: +2.258%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.436%, plus: +0.438%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.010%, plus: +0.575%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.014%, plus: -1.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.146%, plus: -0.136%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.138%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.142%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.015%, plus: +3.675%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.841%, plus: +0.845%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.863187e-04
+  - errors:
+    - {label: stat, symerror: +4.590%}
+    - asymerror: {minus: -10.439%, plus: +10.439%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.595%, plus: +0.595%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.413%, plus: +0.375%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.792%, plus: +0.795%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.599%, plus: +0.601%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.183%, plus: +0.392%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.315%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.554%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.287%, plus: -0.284%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.716%, plus: +0.677%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.045%, plus: +1.045%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.590%, plus: +0.674%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.017%, plus: -2.813%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.229%, plus: -0.402%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.006%, plus: +0.716%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.495%, plus: +0.495%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.380%, plus: +0.381%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.254%, plus: +0.044%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.170%, plus: +1.177%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.135%, plus: +0.136%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.142%, plus: +0.292%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.083%, plus: +0.236%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.098%, plus: +0.198%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.402%, plus: -0.500%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.110%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.373%, plus: +0.455%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.405%, plus: +0.470%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.035%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.629%, plus: +0.332%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.235%, plus: -0.559%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.889%, plus: +0.279%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.589%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.493%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.585%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.380%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.300%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.182%, plus: -0.491%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.811%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.194%, plus: -0.098%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.069%, plus: +1.531%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.954%, plus: -0.900%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.311%, plus: +0.311%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.366%, plus: +9.366%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.558%, plus: +2.802%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.548%, plus: +0.550%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.119%, plus: +0.119%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.211%, plus: +1.123%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.682%, plus: -1.669%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.299%, plus: -0.154%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.302%, plus: -0.492%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.631%, plus: +0.590%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.908%, plus: +4.992%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.107%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.843%, plus: +0.846%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.418890e-04
+- header: {name: 'DSIG/DHT_TT (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.264651e-03
+   - value: 3.886342e-03
+   - value: 4.793470e-03
+   - value: 5.093766e-03
+   - value: 4.842883e-03
+   - value: 4.183486e-03
+   - value: 3.309971e-03
+   - value: 2.408552e-03
+   - value: 1.569259e-03
+   - value: 9.228228e-04
+   - value: 1.622157e-04
+independent_variables:
+- header: {name: 'HT_TT', units: 'GeV'}
+  values:
+  - {high: 345.0, low: 150.0}
+  - {high: 397.5, low: 345.0}
+  - {high: 450.0, low: 397.5}
+  - {high: 502.5, low: 450.0}
+  - {high: 562.5, low: 502.5}
+  - {high: 622.5, low: 562.5}
+  - {high: 682.5, low: 622.5}
+  - {high: 750.0, low: 682.5}
+  - {high: 825.0, low: 750.0}
+  - {high: 900.0, low: 825.0}
+  - {high: 1300.0, low: 900.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table540.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table540.yaml
new file mode 100644
index 0000000000..86e6d709f1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table540.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -8.624339e-15}
+  - {value: -1.394180e-15}
+  - {value: -2.535450e-17}
+  - {value: -1.070899e-14}
+  - {value: 6.195767e-15}
+  - {value: 2.211640e-17}
+  - {value: -4.474074e-15}
+  - {value: 3.600529e-15}
+  - {value: 2.035979e-17}
+  - {value: -5.714286e-17}
+  - {value: 3.719577e-17}
+  - {value: 2.404233e-19}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table541.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table541.yaml
new file mode 100644
index 0000000000..1c2b845ab0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table541.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.234568e-14}
+  - {value: 9.722908e-16}
+  - {value: -1.532236e-15}
+  - {value: 1.099588e-17}
+  - {value: 9.722908e-16}
+  - {value: 9.598080e-15}
+  - {value: 3.370370e-15}
+  - {value: 2.502058e-17}
+  - {value: -1.532236e-15}
+  - {value: 3.370370e-15}
+  - {value: 2.262003e-15}
+  - {value: 2.175583e-17}
+  - {value: 1.099588e-17}
+  - {value: 2.502058e-17}
+  - {value: 2.175583e-17}
+  - {value: 4.980796e-19}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table542.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table542.yaml
new file mode 100644
index 0000000000..f372ccc7d6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table542.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.502277e-15}
+  - {value: 7.821946e-16}
+  - {value: -1.460041e-19}
+  - {value: -1.158178e-15}
+  - {value: 8.327122e-16}
+  - {value: 5.060041e-18}
+  - {value: -9.420290e-17}
+  - {value: 5.983437e-17}
+  - {value: 2.770186e-19}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table543.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table543.yaml
new file mode 100644
index 0000000000..49dc54a571
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table543.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.902308e-15}
+  - {value: 1.511541e-15}
+  - {value: 3.215244e-16}
+  - {value: 6.293076e-18}
+  - {value: -1.741278e-16}
+  - {value: 8.028986e-16}
+  - {value: 5.000537e-16}
+  - {value: 5.638218e-18}
+  - {value: 1.850778e-17}
+  - {value: 4.047236e-17}
+  - {value: 3.808910e-17}
+  - {value: 6.828771e-19}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table544.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table544.yaml
new file mode 100644
index 0000000000..cf4dd9f0e5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table544.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.507876e-16}
+  - {value: 1.120773e-16}
+  - {value: 9.653434e-18}
+  - {value: 1.120773e-16}
+  - {value: 1.390464e-16}
+  - {value: 1.013233e-17}
+  - {value: 9.653434e-18}
+  - {value: 1.013233e-17}
+  - {value: 1.773577e-18}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table545.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table545.yaml
new file mode 100644
index 0000000000..3df22622a1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table545.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.766850e-16}
+  - {value: 6.858838e-17}
+  - {value: 1.527766e-19}
+  - {value: -4.596863e-17}
+  - {value: 3.284443e-17}
+  - {value: 1.880458e-19}
+  - {value: -1.039423e-17}
+  - {value: 7.729546e-18}
+  - {value: 6.688427e-20}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table546.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table546.yaml
new file mode 100644
index 0000000000..55bee6f301
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table546.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.535004e-17}
+  - {value: 1.206067e-16}
+  - {value: 3.461919e-17}
+  - {value: 4.778547e-19}
+  - {value: -6.343554e-18}
+  - {value: 3.290471e-17}
+  - {value: 1.923948e-17}
+  - {value: 2.075613e-19}
+  - {value: -2.538741e-19}
+  - {value: 4.165293e-18}
+  - {value: 4.565337e-18}
+  - {value: 7.592043e-20}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table547.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table547.yaml
new file mode 100644
index 0000000000..4f2c1ecc92
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table547.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.486862e-17}
+  - {value: 1.042274e-17}
+  - {value: 7.606760e-19}
+  - {value: 4.558552e-18}
+  - {value: 4.763256e-18}
+  - {value: 3.645121e-19}
+  - {value: 6.569475e-19}
+  - {value: 1.366361e-18}
+  - {value: 1.492625e-19}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table548.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table548.yaml
new file mode 100644
index 0000000000..1aa98d8f6e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table548.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.279337e-18}
+  - {value: 4.215939e-19}
+  - {value: 6.350324e-20}
+  - {value: 4.215939e-19}
+  - {value: 2.983913e-19}
+  - {value: 4.860481e-20}
+  - {value: 6.350324e-20}
+  - {value: 4.860481e-20}
+  - {value: 4.268771e-20}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table549.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table549.yaml
new file mode 100644
index 0000000000..3d1e6682b1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table549.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DM ( 0.0 GeV < M < 700.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.160%}
+    - asymerror: {minus: -1.307%, plus: +1.307%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.251%, plus: -12.251%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.054%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.434%, plus: +0.435%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.128%, plus: +0.497%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.667%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.211%, plus: -0.226%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.954%, plus: -1.944%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.264%, plus: +1.238%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.681%, plus: +0.681%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.243%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.090%, plus: -3.330%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.285%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.553%, plus: +1.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.703%, plus: +3.703%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.668%, plus: +0.667%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.574%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.703%, plus: +1.721%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.377%, plus: -0.377%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.010%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.448%, plus: -0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.234%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.247%, plus: +0.668%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.321%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.649%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.575%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.079%, plus: +0.130%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.682%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.462%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.580%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.460%, plus: +5.682%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.621%, plus: -0.621%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.245%, plus: -2.245%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.965%, plus: +4.258%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.246%, plus: +0.244%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.476%, plus: +0.476%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.461%, plus: +1.997%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.280%, plus: -0.279%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.069%, plus: -0.033%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.380%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.781%, plus: +3.755%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.026%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.160%, plus: +0.160%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.898273e-03
+  - errors:
+    - {label: stat, symerror: +1.608%}
+    - asymerror: {minus: -2.256%, plus: +2.256%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.177%, plus: -7.177%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.198%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.143%, plus: +0.143%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.426%, plus: +0.427%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.177%, plus: -0.176%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.244%, plus: +0.256%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.277%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.056%, plus: -1.597%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.960%, plus: -0.948%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.210%, plus: +1.197%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.632%, plus: +0.632%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.274%, plus: +0.070%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.527%, plus: -2.404%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.022%, plus: -0.234%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.844%, plus: +0.666%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.576%, plus: +1.576%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.913%, plus: +0.917%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.459%, plus: +0.083%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.810%, plus: +1.827%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.278%, plus: -0.278%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.063%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.302%, plus: -0.356%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.098%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.550%, plus: +0.369%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.751%, plus: +0.070%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.613%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.538%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.398%, plus: +0.210%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.704%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.011%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.604%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.799%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.836%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.015%, plus: +3.052%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.064%, plus: -0.172%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.021%, plus: -0.201%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.958%, plus: -1.958%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.062%, plus: -6.062%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.954%, plus: +3.202%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.260%, plus: +0.260%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.637%, plus: +0.637%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.334%, plus: +1.020%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.313%, plus: -0.312%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.095%, plus: -0.008%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.056%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.177%, plus: -0.207%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.031%, plus: +3.080%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.414%, plus: +0.415%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.038381e-03
+  - errors:
+    - {label: stat, symerror: +5.486%}
+    - asymerror: {minus: -5.332%, plus: +5.332%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.123%, plus: +3.123%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.018%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.354%, plus: +0.355%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.470%, plus: +0.471%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.160%, plus: -0.160%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.059%, plus: -0.401%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.198%, plus: +0.075%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.108%, plus: -3.358%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.572%, plus: -0.554%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.025%, plus: +1.010%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.076%, plus: +2.076%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.409%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.193%, plus: -0.955%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.631%, plus: +0.189%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.738%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.600%, plus: +3.600%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.885%, plus: +0.888%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.745%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.740%, plus: +1.754%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.156%, plus: -0.156%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.352%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.158%, plus: -0.286%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.425%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.291%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.457%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.074%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.180%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.793%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.782%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.886%, plus: +0.681%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.108%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.016%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.198%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.719%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.283%, plus: -0.954%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.549%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.812%, plus: -7.125%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.170%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.458%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.631%, plus: +0.631%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.294%, plus: -2.294%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.751%, plus: +2.779%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.356%, plus: +0.358%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.442%, plus: +0.442%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.843%, plus: +0.587%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.374%, plus: -0.374%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.204%, plus: +0.218%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.316%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.098%, plus: -0.442%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.264%, plus: +2.464%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.566%, plus: +0.568%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.746024e-06
+- header: {name: 'D2SIG/DT2_PT/DM ( 0.0 GeV < M < 700.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.649953e-03
+   - value: 1.001555e-03
+   - value: 2.904648e-06
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 165.0, low: 0.0}
+  - {high: 280.0, low: 165.0}
+  - {high: 1000.0, low: 280.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table55.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table55.yaml
new file mode 100644
index 0000000000..26d26a3732
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table55.yaml
@@ -0,0 +1,373 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
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+  - {high: 900.00, low: 825.00}
+  - {high: 1300.00, low: 900.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table550.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table550.yaml
new file mode 100644
index 0000000000..837d420e28
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table550.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DM ( 700.0 GeV < M < 970.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +6.911%}
+    - asymerror: {minus: +4.341%, plus: -4.341%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +17.136%, plus: -17.136%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.067%, plus: +0.383%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.144%, plus: +0.144%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.448%, plus: +0.451%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.303%, plus: +0.703%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.321%, plus: +0.731%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.603%, plus: -0.135%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.580%, plus: -1.576%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.472%, plus: +1.453%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.808%, plus: +1.808%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.484%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +5.103%, plus: -4.365%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.347%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.644%, plus: +1.269%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -9.123%, plus: +9.123%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.921%, plus: +0.925%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.532%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.788%, plus: +1.806%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.372%, plus: -0.372%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.123%, plus: -0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.032%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.822%, plus: -0.268%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.028%, plus: +0.417%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.245%, plus: +1.424%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.044%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.014%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.213%, plus: +0.334%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.061%, plus: +0.037%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.675%, plus: -0.024%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.171%, plus: +0.688%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.767%, plus: +0.682%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.453%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.881%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.721%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.425%, plus: -0.971%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.808%, plus: +16.690%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.343%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.075%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.773%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.020%, plus: -7.020%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.074%, plus: -7.074%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.026%, plus: +5.510%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.436%, plus: +0.438%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.053%, plus: +1.053%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.252%, plus: +3.826%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.304%, plus: -0.303%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.130%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.296%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.671%, plus: -0.217%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.561%, plus: +6.340%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.072%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.119%, plus: +0.119%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.039801e-04
+  - errors:
+    - {label: stat, symerror: +2.500%}
+    - asymerror: {minus: -4.930%, plus: +4.930%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.527%, plus: -6.527%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.275%, plus: +0.275%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.461%, plus: +0.463%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.161%, plus: -0.161%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.116%, plus: +0.161%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.044%, plus: -0.790%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.761%, plus: -0.757%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.204%, plus: +1.164%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.854%, plus: +0.854%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.280%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.914%, plus: -2.644%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.614%, plus: +0.799%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.485%, plus: +1.485%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.975%, plus: +0.980%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.135%, plus: +0.195%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.844%, plus: +1.861%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.228%, plus: -0.228%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.054%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.101%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.290%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.017%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.187%, plus: +0.316%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.306%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.479%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.832%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.400%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.432%, plus: -0.702%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.280%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.992%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.317%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.263%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.144%, plus: -0.676%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.240%, plus: +4.758%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.407%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.818%, plus: -6.818%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.111%, plus: -8.111%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.754%, plus: +3.310%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.422%, plus: +0.424%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.902%, plus: +0.902%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.909%, plus: +1.209%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.389%, plus: -0.389%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.075%, plus: -0.126%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.099%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.203%, plus: -0.236%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.207%, plus: +4.120%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.037%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.495%, plus: +0.496%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.580203e-04
+  - errors:
+    - {label: stat, symerror: +1.932%}
+    - asymerror: {minus: -5.458%, plus: +5.458%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.138%, plus: -3.138%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.133%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.494%, plus: +0.495%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.503%, plus: +0.505%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.149%, plus: -0.149%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.119%, plus: +0.019%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.667%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.481%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.328%, plus: -0.322%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.859%, plus: +0.847%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.737%, plus: +0.737%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.251%, plus: +0.095%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.635%, plus: -1.729%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.146%, plus: -0.212%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.707%, plus: +0.603%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.752%, plus: +0.752%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.754%, plus: +0.756%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.757%, plus: +1.772%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.097%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.112%, plus: -0.185%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.151%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.119%, plus: -0.266%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.095%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.212%, plus: +0.219%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.173%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.010%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.416%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.410%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.229%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.306%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.965%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.053%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.042%, plus: -0.986%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.221%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.648%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.111%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.051%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.190%, plus: -0.297%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.114%, plus: -1.114%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.271%, plus: -9.271%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.234%, plus: +1.929%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.394%, plus: +0.395%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.395%, plus: +0.395%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.796%, plus: +0.692%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.599%, plus: -0.598%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.017%, plus: -0.077%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.145%, plus: -0.210%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.091%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.928%, plus: +2.484%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.076%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.795%, plus: +0.799%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.379923e-04
+  - errors:
+    - {label: stat, symerror: +8.297%}
+    - asymerror: {minus: -15.970%, plus: +15.970%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.344%, plus: +6.344%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.521%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.749%, plus: +0.753%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.567%, plus: +0.569%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.642%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.801%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.829%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.302%, plus: -0.285%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.632%, plus: +0.620%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.909%, plus: +2.909%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.274%, plus: -0.852%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.565%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.290%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.417%, plus: -0.231%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.194%, plus: +5.194%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.445%, plus: +0.445%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -2.018%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.424%, plus: +1.433%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.104%, plus: +0.104%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.641%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.657%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.453%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.660%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.018%, plus: -0.382%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.431%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.383%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.792%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.891%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.467%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.304%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.650%, plus: +1.393%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.798%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.114%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.128%, plus: -0.705%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.398%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.847%, plus: -10.132%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.155%, plus: -1.374%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.656%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.616%, plus: -0.616%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +16.100%, plus: -16.100%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.487%, plus: -1.586%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.365%, plus: +0.366%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.402%, plus: +0.402%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.069%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.049%, plus: -1.045%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.029%, plus: -0.374%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.708%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.564%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.389%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.535%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.936%, plus: +0.940%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.253435e-06
+- header: {name: 'D2SIG/DT2_PT/DM ( 700.0 GeV < M < 970.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.500449e-04
+   - value: 8.373455e-04
+   - value: 3.819473e-04
+   - value: 2.694139e-06
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 155.0, low: 0.0}
+  - {high: 270.0, low: 155.0}
+  - {high: 405.0, low: 270.0}
+  - {high: 1000.0, low: 405.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table551.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table551.yaml
new file mode 100644
index 0000000000..3656160a06
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table551.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DM ( 970.0 GeV < M < 1315.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.761%}
+    - asymerror: {minus: +2.583%, plus: -2.583%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.543%, plus: -9.543%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.157%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.306%, plus: +0.306%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.466%, plus: +0.468%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.467%, plus: +0.026%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.175%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.857%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.800%, plus: -0.799%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.327%, plus: +1.306%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.811%, plus: +1.811%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.381%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.696%, plus: -4.542%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.593%, plus: -0.438%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.436%, plus: +1.317%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.230%, plus: +4.230%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.089%, plus: +1.095%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.401%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.859%, plus: +1.877%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.236%, plus: -0.236%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.252%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.020%, plus: +0.318%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.096%, plus: -0.507%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.810%, plus: +0.395%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.118%, plus: -0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.034%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.251%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.276%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.028%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.006%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.743%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.286%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.996%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.073%, plus: -1.269%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.175%, plus: +11.158%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.033%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.283%, plus: +0.244%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.520%, plus: -0.333%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +12.683%, plus: -12.683%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.277%, plus: -10.277%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.156%, plus: +3.206%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.472%, plus: +0.474%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.277%, plus: +1.277%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.723%, plus: +1.928%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.343%, plus: -0.343%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.620%, plus: -0.512%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.319%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.713%, plus: +3.412%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.415%, plus: +0.416%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.266275e-04
+  - errors:
+    - {label: stat, symerror: +3.518%}
+    - asymerror: {minus: -7.680%, plus: +7.680%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.472%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.650%, plus: +0.652%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.551%, plus: +0.553%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.102%, plus: -0.102%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.306%, plus: +0.069%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.484%, plus: +0.146%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.229%, plus: -1.038%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.299%, plus: -0.297%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.842%, plus: +0.822%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.274%, plus: +1.274%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.552%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.319%, plus: -2.958%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.171%, plus: -0.360%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.924%, plus: +0.739%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.859%, plus: +0.859%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.700%, plus: +0.702%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.422%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.656%, plus: +1.669%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.164%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.377%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.035%, plus: -0.261%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.114%, plus: -0.476%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.598%, plus: +0.214%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.043%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.712%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.346%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.140%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.777%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.675%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.829%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.263%, plus: -1.026%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.327%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.071%, plus: -0.697%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.869%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.230%, plus: -0.817%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.376%, plus: -2.376%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.299%, plus: -9.299%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.909%, plus: +2.295%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.429%, plus: +0.431%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.643%, plus: +0.643%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.440%, plus: +0.774%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.787%, plus: -0.785%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.105%, plus: -0.086%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.078%, plus: -0.527%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.400%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.554%, plus: +4.010%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.817%, plus: +0.820%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.982295e-05
+  - errors:
+    - {label: stat, symerror: +5.983%}
+    - asymerror: {minus: -14.478%, plus: +14.478%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.058%, plus: -6.058%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.245%, plus: +0.440%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.845%, plus: +0.849%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.576%, plus: +0.578%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.220%, plus: +0.258%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.371%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.236%, plus: -0.233%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.592%, plus: +0.544%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.560%, plus: +1.560%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.467%, plus: +0.808%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.679%, plus: -2.766%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.541%, plus: +0.559%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.673%, plus: +0.673%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.329%, plus: +0.330%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.336%, plus: +0.206%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.186%, plus: +1.193%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.173%, plus: +0.173%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.186%, plus: +0.309%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.209%, plus: +0.370%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.280%, plus: +0.428%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.468%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.145%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.103%, plus: +0.412%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.252%, plus: +0.316%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.540%, plus: +0.583%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.115%, plus: -0.479%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.754%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.515%, plus: +0.304%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.868%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.642%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.682%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.434%, plus: -0.491%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.580%, plus: -0.897%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.721%, plus: +1.216%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.002%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.722%, plus: -0.495%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.583%, plus: +1.583%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.950%, plus: -11.950%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.045%, plus: +2.372%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.522%, plus: +0.524%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.172%, plus: +0.172%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.822%, plus: +0.796%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.662%, plus: -1.648%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.456%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.411%, plus: -0.182%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.302%, plus: +0.572%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.771%, plus: +4.743%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.073%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.943%, plus: +0.948%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.260276e-06
+- header: {name: 'D2SIG/DT2_PT/DM ( 970.0 GeV < M < 1315.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.287085e-04
+   - value: 7.731389e-05
+   - value: 8.858264e-06
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 270.0, low: 0.0}
+  - {high: 425.0, low: 270.0}
+  - {high: 1000.0, low: 425.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table552.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table552.yaml
new file mode 100644
index 0000000000..2d705aefcb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table552.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT2_PT/DM ( 1315.0 GeV < M < 3000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +13.912%}
+    - asymerror: {minus: +3.027%, plus: -3.027%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.256%, plus: -5.256%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.429%, plus: +0.879%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.395%, plus: +0.395%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.460%, plus: +0.461%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.108%, plus: -0.108%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.348%, plus: +1.051%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.872%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.670%, plus: -2.780%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.612%, plus: -0.612%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.272%, plus: +1.201%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -4.111%, plus: +4.111%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.899%, plus: +0.663%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.590%, plus: -3.823%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.219%, plus: -0.538%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -2.114%, plus: +0.909%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -9.100%, plus: +9.100%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.103%, plus: +1.107%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.751%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.880%, plus: +1.897%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.228%, plus: -0.227%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.380%, plus: +0.515%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.444%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.263%, plus: +0.459%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.472%, plus: -0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.718%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.513%, plus: +0.377%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.088%, plus: -0.088%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.407%, plus: +1.113%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.151%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.240%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.372%, plus: +0.446%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -3.622%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.670%, plus: +1.704%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.507%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.041%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -3.326%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.381%, plus: -0.969%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.075%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +8.919%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.799%, plus: +0.887%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.315%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.449%, plus: -1.017%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +17.046%, plus: -17.046%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +13.163%, plus: -13.163%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.257%, plus: +5.030%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.011%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.567%, plus: +0.577%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.110%, plus: +0.110%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.944%, plus: +1.944%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.873%, plus: +2.130%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.336%, plus: -0.336%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -1.081%, plus: +0.705%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.854%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.230%, plus: +0.410%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.443%, plus: +5.026%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.485%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.429%, plus: +0.430%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.449734e-06
+  - errors:
+    - {label: stat, symerror: +7.612%}
+    - asymerror: {minus: -0.889%, plus: +0.889%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.696%, plus: -3.696%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.186%, plus: +0.428%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.580%, plus: +0.581%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.494%, plus: +0.495%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.379%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.920%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.252%, plus: +0.119%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.235%, plus: -0.234%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.868%, plus: +0.828%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.707%, plus: +2.707%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.427%, plus: +1.140%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.639%, plus: -1.963%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.717%, plus: +0.844%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.873%, plus: +1.873%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.681%, plus: +0.682%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.674%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.576%, plus: +1.588%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.068%, plus: +0.256%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.082%, plus: +0.413%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.181%, plus: -0.278%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.429%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.291%, plus: +0.097%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.203%, plus: -0.286%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.057%, plus: +0.682%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.402%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.730%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.511%, plus: -0.174%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.528%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.309%, plus: +0.835%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.091%, plus: -0.666%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.527%, plus: +2.679%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.136%, plus: +0.693%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.067%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.599%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.035%, plus: -3.035%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.383%, plus: -8.383%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.160%, plus: +3.025%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.490%, plus: +0.491%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.217%, plus: +1.217%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.719%, plus: +1.545%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.834%, plus: -0.831%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.518%, plus: -0.614%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.374%, plus: -0.429%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.165%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.573%, plus: +3.115%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.014%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.791%, plus: +0.794%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.340338e-06
+  - errors:
+    - {label: stat, symerror: +12.602%}
+    - asymerror: {minus: -13.188%, plus: +13.188%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.833%, plus: -1.833%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.407%, plus: +0.431%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.724%, plus: +0.726%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.533%, plus: +0.535%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.377%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.277%, plus: +0.025%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.192%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.206%, plus: -0.205%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.649%, plus: +0.611%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.716%, plus: +2.716%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.787%, plus: +0.175%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.975%, plus: -3.660%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.352%, plus: -0.181%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.606%, plus: +0.785%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.056%, plus: +1.056%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.283%, plus: +0.283%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.644%, plus: -0.435%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.978%, plus: +0.983%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.175%, plus: +0.175%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.134%, plus: +0.255%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.154%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.064%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.497%, plus: -0.483%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.233%, plus: -0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.374%, plus: +0.438%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.529%, plus: +0.581%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.055%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.575%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.415%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.491%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.720%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.810%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.237%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -2.784%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.178%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.455%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -4.656%, plus: +12.775%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.224%, plus: +2.048%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.072%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +1.368%, plus: -0.581%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.394%, plus: +1.394%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.071%, plus: -6.071%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.392%, plus: +2.643%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.645%, plus: +0.648%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.845%, plus: +0.845%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.533%, plus: +1.232%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +2.085%, plus: -2.060%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.819%, plus: -0.390%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.468%, plus: -0.237%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.444%, plus: +0.901%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.852%, plus: +7.388%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.097%, plus: +0.207%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.831%, plus: +0.834%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.012473e-07
+- header: {name: 'D2SIG/DT2_PT/DM ( 1315.0 GeV < M < 3000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.377885e-06
+   - value: 3.529315e-06
+   - value: 9.957457e-07
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV'}
+  values:
+  - {high: 280.0, low: 0.0}
+  - {high: 445.0, low: 280.0}
+  - {high: 1000.0, low: 445.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table553.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table553.yaml
new file mode 100644
index 0000000000..0e9d7fb72c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table553.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.475102e-06}
+  - {value: 2.027143e-07}
+  - {value: 2.269388e-10}
+  - {value: 2.027143e-07}
+  - {value: 3.426531e-08}
+  - {value: 4.938776e-11}
+  - {value: 2.269388e-10}
+  - {value: 4.938776e-11}
+  - {value: 1.919592e-13}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 1000.00, low: 280.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table554.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table554.yaml
new file mode 100644
index 0000000000..1a58351767
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table554.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.437037e-07}
+  - {value: 3.719048e-08}
+  - {value: 4.894709e-11}
+  - {value: 1.457143e-07}
+  - {value: 2.539683e-08}
+  - {value: 3.111111e-11}
+  - {value: 5.291005e-08}
+  - {value: 9.814815e-09}
+  - {value: 1.567725e-11}
+  - {value: 3.380952e-10}
+  - {value: 7.740741e-11}
+  - {value: 1.981481e-13}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table555.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table555.yaml
new file mode 100644
index 0000000000..1f00f5931a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table555.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.533608e-08}
+  - {value: 2.894376e-08}
+  - {value: 9.976680e-09}
+  - {value: 7.935528e-11}
+  - {value: 2.894376e-08}
+  - {value: 2.222222e-08}
+  - {value: 7.655693e-09}
+  - {value: 5.489712e-11}
+  - {value: 9.976680e-09}
+  - {value: 7.655693e-09}
+  - {value: 3.278464e-09}
+  - {value: 2.794239e-11}
+  - {value: 7.935528e-11}
+  - {value: 5.489712e-11}
+  - {value: 2.794239e-11}
+  - {value: 4.510288e-13}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 1000.00, low: 405.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table556.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table556.yaml
new file mode 100644
index 0000000000..9fa4ae18f0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table556.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.222360e-08}
+  - {value: 5.590062e-09}
+  - {value: 7.279503e-12}
+  - {value: 9.784679e-09}
+  - {value: 1.931677e-09}
+  - {value: 3.498137e-12}
+  - {value: 1.584265e-09}
+  - {value: 2.759834e-10}
+  - {value: 4.376812e-13}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table557.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table557.yaml
new file mode 100644
index 0000000000..adcacef0b9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table557.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.952228e-09}
+  - {value: 4.784756e-09}
+  - {value: 1.630703e-09}
+  - {value: 1.380569e-11}
+  - {value: 2.028986e-09}
+  - {value: 1.538379e-09}
+  - {value: 6.494901e-10}
+  - {value: 6.283414e-12}
+  - {value: 3.045625e-10}
+  - {value: 1.993559e-10}
+  - {value: 8.825550e-11}
+  - {value: 9.104670e-13}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table558.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table558.yaml
new file mode 100644
index 0000000000..a2c25003fa
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table558.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.254358e-09}
+  - {value: 3.487503e-10}
+  - {value: 4.594833e-11}
+  - {value: 3.487503e-10}
+  - {value: 1.506406e-10}
+  - {value: 1.868515e-11}
+  - {value: 4.594833e-11}
+  - {value: 1.868515e-11}
+  - {value: 3.165721e-12}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 1000.00, low: 425.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table559.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table559.yaml
new file mode 100644
index 0000000000..b29d28c9c4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table559.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.431963e-09}
+  - {value: 2.725731e-10}
+  - {value: 3.660025e-13}
+  - {value: 5.586265e-10}
+  - {value: 1.008902e-10}
+  - {value: 1.582874e-13}
+  - {value: 1.548961e-10}
+  - {value: 2.685036e-11}
+  - {value: 5.582026e-14}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
+  - {high: 165.00, low: 0.00}
+  - {high: 280.00, low: 165.00}
+  - {high: 1000.00, low: 280.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table56.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table56.yaml
new file mode 100644
index 0000000000..bb8fc91688
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table56.yaml
@@ -0,0 +1,2097 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DABS_Y_BOOST  (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.788%}
+    - asymerror: {minus: -0.595%, plus: +0.595%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.296%, plus: +1.296%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.123%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.067%, plus: +0.207%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.042%, plus: +0.041%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.980%, plus: +0.980%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.065%, plus: -0.086%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.253%, plus: -0.171%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.266%, plus: +2.266%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.037%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.401%, plus: +0.203%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.030%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.014%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.021%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.071%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.087%, plus: +0.148%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.236%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.222%, plus: +0.126%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.103%, plus: +0.724%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.077%, plus: +0.552%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.595%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.520%, plus: -0.220%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.277%, plus: -0.177%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.127%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.198%, plus: -1.198%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.612%, plus: -0.612%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.140%, plus: +0.007%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.153%, plus: -0.157%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.086%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.056%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.256%, plus: -0.521%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.319023e-01
+  - errors:
+    - {label: stat, symerror: +3.266%}
+    - asymerror: {minus: +0.202%, plus: -0.202%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.400%, plus: -0.400%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.185%, plus: -0.047%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.567%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.223%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.214%, plus: +1.214%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.014%, plus: +0.355%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.511%, plus: +0.110%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.042%, plus: +0.193%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.312%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.788%, plus: +2.788%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.004%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.005%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.044%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.030%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.063%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.042%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.371%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.054%, plus: -0.438%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.249%, plus: -0.098%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.522%, plus: -0.423%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.584%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.893%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.061%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.472%, plus: +0.510%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.452%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.019%, plus: -0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.048%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.686%, plus: -0.686%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.023%, plus: +3.023%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.012%, plus: +0.208%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.013%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.618%, plus: -0.571%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.017%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.417%, plus: +0.206%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.112%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.358%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.964932e-01
+  - errors:
+    - {label: stat, symerror: +3.274%}
+    - asymerror: {minus: +3.002%, plus: -3.002%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.143%, plus: +5.143%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.197%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.029%, plus: +0.132%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.044%, plus: +0.031%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.055%, plus: -1.314%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.006%, plus: +0.003%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.147%, plus: +1.147%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.292%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.175%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.049%, plus: -0.230%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.529%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.667%, plus: +2.667%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.500%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.005%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.098%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.040%, plus: -0.170%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.193%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.254%, plus: +0.127%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.291%, plus: -0.082%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.152%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.958%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.300%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.110%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.613%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.367%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.328%, plus: +0.165%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.156%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.001%, plus: -0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.310%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.386%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.944%, plus: -1.944%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.080%, plus: +3.080%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.141%, plus: +0.187%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.117%, plus: -0.222%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.263%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.021%, plus: -0.178%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.545%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.999500e-01
+  - errors:
+    - {label: stat, symerror: +2.791%}
+    - asymerror: {minus: -0.163%, plus: +0.163%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.377%, plus: -2.377%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.034%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.008%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.082%, plus: -0.281%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.694%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.354%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.072%, plus: +1.072%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.185%, plus: -0.262%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.934%, plus: +0.715%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.422%, plus: -0.197%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.450%, plus: +2.450%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.576%, plus: -0.248%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.019%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.336%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.103%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.225%, plus: -0.359%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.027%, plus: -0.212%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.021%, plus: +0.093%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.423%, plus: +0.570%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.086%, plus: +0.413%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.210%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.323%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.486%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.187%, plus: -0.566%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.448%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.278%, plus: -0.521%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.025%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.023%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.256%, plus: -1.256%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.729%, plus: -1.729%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.509%, plus: -1.058%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.795%, plus: -0.646%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.176%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.091%, plus: +0.280%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.569%, plus: -1.130%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.005%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.853182e-01
+  - errors:
+    - {label: stat, symerror: +3.048%}
+    - asymerror: {minus: -3.163%, plus: +3.163%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.331%, plus: -2.331%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.008%, plus: +0.246%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.033%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.062%, plus: +0.350%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.520%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.348%, plus: -0.014%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.019%, plus: -0.020%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.000%, plus: +0.013%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.116%, plus: +1.116%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.374%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.161%, plus: +0.634%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.602%, plus: +2.602%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.012%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.041%, plus: +0.151%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.058%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.208%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.043%, plus: +0.390%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.198%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.058%, plus: +0.154%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.220%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.066%, plus: +0.324%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.599%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.641%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.022%, plus: +0.150%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.009%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.960%, plus: -1.960%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.383%, plus: -0.383%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.510%, plus: +0.780%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.075%, plus: -0.010%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.241%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.511%, plus: +0.280%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.066494e-01
+  - errors:
+    - {label: stat, symerror: +3.200%}
+    - asymerror: {minus: +1.246%, plus: -1.246%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.653%, plus: +3.653%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.051%, plus: -0.131%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.002%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.169%, plus: -0.122%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.055%, plus: +0.590%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.025%, plus: +0.340%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.156%, plus: +1.156%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.221%, plus: -0.021%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.642%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.157%, plus: -0.347%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.571%, plus: +2.571%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.113%, plus: +0.079%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.011%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.019%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.009%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.063%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.056%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.034%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.289%, plus: -0.079%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.274%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.117%, plus: -0.064%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.093%, plus: -0.175%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.943%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.259%, plus: +0.556%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.131%, plus: -0.291%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.313%, plus: +1.469%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.214%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.043%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.070%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.661%, plus: +0.661%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.114%, plus: +2.114%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.143%, plus: -0.323%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.063%, plus: +0.060%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.386%, plus: -0.096%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.268%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.074%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.122%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.151%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.081%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.274310e-01
+  - errors:
+    - {label: stat, symerror: +3.214%}
+    - asymerror: {minus: -2.214%, plus: +2.214%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.194%, plus: -0.194%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.483%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.329%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.018%, plus: +0.015%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.170%, plus: +1.170%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.259%, plus: +0.541%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.414%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.031%, plus: +0.326%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.613%, plus: +2.613%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.006%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.059%, plus: +0.388%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.010%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.063%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.024%, plus: -0.031%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.024%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.477%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.179%, plus: -0.277%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.227%, plus: -0.154%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.181%, plus: -0.550%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.935%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.776%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.941%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.861%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.078%, plus: -1.403%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.249%, plus: -2.324%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.023%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.062%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.071%, plus: +2.071%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.612%, plus: -4.612%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.333%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.442%, plus: -0.066%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.207%, plus: +0.104%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.012%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.156%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.963860e-01
+  - errors:
+    - {label: stat, symerror: +3.245%}
+    - asymerror: {minus: -2.058%, plus: +2.058%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.824%, plus: +5.824%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.009%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.248%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.763%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.435%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.236%, plus: +1.236%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.294%, plus: -0.194%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.744%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.807%, plus: +2.807%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.205%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.003%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.057%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.139%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.057%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.056%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.153%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.040%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.001%, plus: +0.220%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.038%, plus: -0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.119%, plus: +0.089%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.331%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.300%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.436%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.965%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.780%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.682%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.781%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.017%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.920%, plus: -0.920%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.904%, plus: +1.904%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.371%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.138%, plus: -0.406%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.683%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.044%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.060453e-01
+  - errors:
+    - {label: stat, symerror: +3.406%}
+    - asymerror: {minus: -0.435%, plus: +0.435%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.220%, plus: -4.220%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.009%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.363%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.732%, plus: +0.047%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.355%, plus: +0.128%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.019%, plus: +0.017%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.271%, plus: +1.271%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.285%, plus: +0.018%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.367%, plus: +0.369%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.149%, plus: -0.303%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.121%, plus: +0.190%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.823%, plus: +2.823%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.106%, plus: -0.396%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.172%, plus: -0.287%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.008%, plus: -0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.238%, plus: -1.138%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.287%, plus: +0.316%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.076%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.525%, plus: +0.176%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.487%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.100%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.485%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.067%, plus: -0.581%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.921%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.183%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.384%, plus: +0.384%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.925%, plus: -0.925%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.252%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.065%, plus: +0.114%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.192%, plus: +0.377%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.372%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.438%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.001521e-01
+  - errors:
+    - {label: stat, symerror: +3.601%}
+    - asymerror: {minus: +0.656%, plus: -0.656%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.664%, plus: +4.664%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.081%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.055%, plus: +0.054%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.281%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.202%, plus: -0.108%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.350%, plus: +1.350%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.804%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.190%, plus: +0.218%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.246%, plus: -0.051%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.039%, plus: +3.039%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.011%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.162%, plus: +0.469%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.016%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.040%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.025%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.046%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.035%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.705%, plus: -0.021%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.781%, plus: +1.106%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.335%, plus: -0.556%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.293%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.331%, plus: +0.153%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.372%, plus: +0.217%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.463%, plus: +2.143%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.019%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.016%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.685%, plus: -0.685%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.436%, plus: -1.436%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.494%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.037%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.015%, plus: -0.375%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.190%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.079%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.767%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.034%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.407718e-01
+  - errors:
+    - {label: stat, symerror: +3.994%}
+    - asymerror: {minus: -1.247%, plus: +1.247%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.152%, plus: -6.152%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.009%, plus: +0.227%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.031%, plus: +0.192%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.194%, plus: -0.108%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.074%, plus: +1.016%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.445%, plus: +1.445%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.273%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.761%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.450%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.243%, plus: +3.243%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.127%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.122%, plus: +0.085%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.488%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.172%, plus: +0.369%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.960%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.664%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.827%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.110%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.856%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.176%, plus: +0.365%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.623%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.061%, plus: +0.068%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.069%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.226%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.775%, plus: +2.775%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.039%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.039%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.477%, plus: +0.554%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.202%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.891%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.497804e-01
+  - errors:
+    - {label: stat, symerror: +4.282%}
+    - asymerror: {minus: +2.365%, plus: -2.365%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.921%, plus: -3.921%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.193%, plus: +0.132%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.041%, plus: -0.107%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.544%, plus: +1.544%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.537%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.743%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.182%, plus: -0.037%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.209%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.568%, plus: +3.568%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.030%, plus: -0.031%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.206%, plus: -0.275%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.012%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.002%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.096%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.102%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.082%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.147%, plus: +0.223%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.434%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.797%, plus: +0.340%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.402%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.559%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.336%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.078%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.465%, plus: -0.112%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.617%, plus: -1.985%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.043%, plus: -0.104%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.268%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.515%, plus: -0.515%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.977%, plus: -0.977%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.381%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.029%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.745%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.335%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.310%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.032%, plus: +0.300%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.654%, plus: +0.506%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.019%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.708229e-01
+  - errors:
+    - {label: stat, symerror: +2.881%}
+    - asymerror: {minus: +1.119%, plus: -1.119%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.299%, plus: +5.299%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.219%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.011%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.205%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.044%, plus: -0.043%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.011%, plus: -0.002%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.137%, plus: +1.137%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.212%, plus: +0.303%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.375%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.376%, plus: +0.423%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.592%, plus: +2.592%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.037%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.377%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.029%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.028%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.352%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.023%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.395%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.101%, plus: +0.217%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.463%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.110%, plus: +0.070%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.039%, plus: -0.259%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.267%, plus: -0.541%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.310%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.369%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.603%, plus: +3.698%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.025%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.001%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.436%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.222%, plus: -0.222%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.737%, plus: +2.737%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.534%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.017%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.457%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.280783e-01
+  - errors:
+    - {label: stat, symerror: +3.747%}
+    - asymerror: {minus: -0.442%, plus: +0.442%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.850%, plus: -6.850%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.368%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.423%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.134%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.788%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.081%, plus: -0.080%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.450%, plus: +1.450%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.039%, plus: +0.101%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.153%, plus: -0.132%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.508%, plus: -0.389%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.129%, plus: +0.787%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.216%, plus: +3.216%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.067%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.737%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.007%, plus: -0.237%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.363%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.048%, plus: -0.395%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.219%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.532%, plus: +0.083%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.829%, plus: -0.239%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.268%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.604%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.090%, plus: -0.039%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.473%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.813%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.569%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.041%, plus: +1.092%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.007%, plus: +0.891%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.976%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.307%, plus: +0.244%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.245%, plus: -0.337%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.746%, plus: +3.746%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.831%, plus: -0.831%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.136%, plus: +1.799%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.076%, plus: -0.076%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.213%, plus: +1.570%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.253%, plus: -0.143%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.380%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.271%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.073%, plus: +1.469%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.118%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.835024e-01
+  - errors:
+    - {label: stat, symerror: +3.668%}
+    - asymerror: {minus: +3.240%, plus: -3.240%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.203%, plus: -6.203%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.124%, plus: +0.092%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.121%, plus: -0.011%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.232%, plus: +0.142%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.143%, plus: -0.143%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.272%, plus: +1.272%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.372%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.087%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.508%, plus: +0.132%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.186%, plus: -0.313%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.062%, plus: +3.062%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.054%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.542%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.063%, plus: +0.110%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.528%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.179%, plus: +0.274%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.353%, plus: -0.089%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.182%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.047%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.279%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.231%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.494%, plus: -1.421%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.181%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.124%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.927%, plus: +2.927%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.627%, plus: -2.627%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.139%, plus: -0.669%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.814%, plus: +0.279%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.683%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.976665e-02
+- header: {name: '1/SIG*DSIG/DABS_Y_BOOST  (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 9.719542e-01
+   - value: 9.566211e-01
+   - value: 9.475926e-01
+   - value: 9.181300e-01
+   - value: 8.942232e-01
+   - value: 8.531086e-01
+   - value: 8.049837e-01
+   - value: 7.647346e-01
+   - value: 6.944971e-01
+   - value: 6.371513e-01
+   - value: 5.714317e-01
+   - value: 4.925240e-01
+   - value: 4.010184e-01
+   - value: 2.765747e-01
+   - value: 3.361354e-02
+independent_variables:
+- header: {name: 'ABS_Y_BOOST ', units: ''}
+  values:
+  - {high: 0.09, low: 0.0}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.6, low: 0.51}
+  - {high: 0.69, low: 0.6}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.4, low: 1.23}
+  - {high: 3.0, low: 1.4}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table560.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table560.yaml
new file mode 100644
index 0000000000..e9f2aafd4f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table560.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.316848e-10}
+  - {value: 2.507968e-10}
+  - {value: 8.444884e-11}
+  - {value: 7.490933e-13}
+  - {value: 1.101220e-10}
+  - {value: 7.967909e-11}
+  - {value: 3.182767e-11}
+  - {value: 2.813496e-13}
+  - {value: 3.116826e-11}
+  - {value: 1.832729e-11}
+  - {value: 8.266843e-12}
+  - {value: 9.108693e-14}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 270.00, low: 155.00}
+  - {high: 405.00, low: 270.00}
+  - {high: 1000.00, low: 405.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table561.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table561.yaml
new file mode 100644
index 0000000000..420d91db06
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table561.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.173827e-11}
+  - {value: 1.871586e-11}
+  - {value: 2.315400e-12}
+  - {value: 1.789016e-11}
+  - {value: 6.629682e-12}
+  - {value: 9.050015e-13}
+  - {value: 4.448458e-12}
+  - {value: 1.875027e-12}
+  - {value: 2.850385e-13}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
+  - {high: 270.00, low: 0.00}
+  - {high: 425.00, low: 270.00}
+  - {high: 1000.00, low: 425.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table562.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table562.yaml
new file mode 100644
index 0000000000..9b807632bc
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table562.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.913313e-12}
+  - {value: 9.284224e-13}
+  - {value: 2.157279e-13}
+  - {value: 9.284224e-13}
+  - {value: 4.177196e-13}
+  - {value: 8.910882e-14}
+  - {value: 2.157279e-13}
+  - {value: 8.910882e-14}
+  - {value: 4.761863e-14}
+independent_variables:
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 1000.00, low: 445.00}
+- header: {name: 'T2_PT', units: 'GeV' }
+  values:
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
+  - {high: 280.00, low: 0.00}
+  - {high: 445.00, low: 280.00}
+  - {high: 1000.00, low: 445.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table563.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table563.yaml
new file mode 100644
index 0000000000..6074aa4b98
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table563.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_T1_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.094%}
+    - asymerror: {minus: +0.734%, plus: -0.734%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.001%, plus: +2.001%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.215%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.019%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.119%, plus: +0.053%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.432%, plus: +0.252%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.049%, plus: -1.197%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.126%, plus: -0.128%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.752%, plus: +0.752%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.652%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.022%, plus: -0.391%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.384%, plus: +0.056%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.017%, plus: +3.017%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.427%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.020%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.002%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.110%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.226%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.017%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.884%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.776%, plus: +0.040%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.247%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.836%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.571%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.810%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.612%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.673%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.601%, plus: +1.448%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.033%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.197%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.293%, plus: -1.293%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.326%, plus: +2.326%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.055%, plus: +0.202%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.011%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.040%, plus: -0.032%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.120%, plus: +0.111%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.192%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.255%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.893%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.005%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.347385e-04
+  - errors:
+    - {label: stat, symerror: +2.411%}
+    - asymerror: {minus: +0.760%, plus: -0.760%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.211%, plus: +5.211%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.023%, plus: -0.057%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.619%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.666%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.228%, plus: -0.232%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.847%, plus: +0.847%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.077%, plus: +1.170%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.054%, plus: -0.099%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.402%, plus: +3.402%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.291%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.021%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.032%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.054%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.005%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.775%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.911%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.923%, plus: -0.067%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.293%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.406%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.884%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.288%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.616%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.712%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.824%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.370%, plus: +0.001%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.032%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.046%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.972%, plus: -1.972%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.440%, plus: +2.440%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.752%, plus: -0.317%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.360%, plus: -0.360%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.660%, plus: -0.583%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.158%, plus: +0.136%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.120%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.922%, plus: -0.267%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.043%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.231042e-04
+  - errors:
+    - {label: stat, symerror: +2.486%}
+    - asymerror: {minus: -0.917%, plus: +0.917%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.202%, plus: -3.202%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.123%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.475%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.137%, plus: -0.140%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.021%, plus: +0.036%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.869%, plus: +0.869%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.139%, plus: -0.017%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.745%, plus: -0.355%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.435%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.490%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.421%, plus: +3.421%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.024%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.013%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.021%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.007%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.214%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.461%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.370%, plus: -0.748%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.719%, plus: +0.281%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.559%, plus: -0.863%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.351%, plus: -0.802%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.374%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.406%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.534%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.537%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.124%, plus: -0.605%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.422%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.379%, plus: +2.379%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.386%, plus: +1.386%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.390%, plus: +0.317%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.005%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.494%, plus: +0.445%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.384%, plus: -0.148%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.014%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.024%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.343212e-04
+  - errors:
+    - {label: stat, symerror: +4.409%}
+    - asymerror: {minus: +0.846%, plus: -0.846%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.384%, plus: -9.384%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.215%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.025%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.086%, plus: -0.045%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.071%, plus: -0.778%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.230%, plus: +1.382%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.185%, plus: +0.187%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.146%, plus: +0.066%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.596%, plus: +1.596%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.066%, plus: +0.132%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.241%, plus: +0.247%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +1.084%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.473%, plus: +5.473%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.049%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.090%, plus: +0.853%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.091%, plus: +0.088%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.040%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.236%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.070%, plus: +0.371%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.253%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.272%, plus: -0.253%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.433%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.193%, plus: +0.692%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.420%, plus: -0.226%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.699%, plus: -0.011%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.116%, plus: +0.680%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.674%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.755%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.399%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.607%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.158%, plus: +1.416%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -4.640%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.297%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.302%, plus: +0.440%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.357%, plus: +3.357%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.471%, plus: -6.471%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.033%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.081%, plus: -0.082%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.321%, plus: +0.321%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.357%, plus: +0.463%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.469%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.473%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.465295e-04
+- header: {name: '1/SIG*D2SIG/DABS_T1_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.096834e-04
+   - value: 7.212150e-04
+   - value: 5.321664e-04
+   - value: 2.369033e-04
+independent_variables:
+- header: {name: 'ABS_T1_Y', units: ''}
+  values:
+  - {high: 0.46, low: 0.0}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.5, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table564.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table564.yaml
new file mode 100644
index 0000000000..8b10a154ec
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table564.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_T1_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.293%}
+    - asymerror: {minus: -4.232%, plus: +4.232%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.303%, plus: +0.303%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.310%, plus: +0.310%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.044%, plus: -0.134%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.789%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.303%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.779%, plus: +0.797%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.227%, plus: -0.184%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.183%, plus: +1.183%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.380%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.666%, plus: +0.326%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.341%, plus: -0.120%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.020%, plus: +0.068%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.243%, plus: +2.243%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.219%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.031%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.190%, plus: +0.190%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.119%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.000%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: +0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.489%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.695%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.540%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.873%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.087%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.799%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.694%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.490%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.762%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.466%, plus: -3.857%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.445%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.928%, plus: -0.928%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.227%, plus: -4.227%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.228%, plus: -0.842%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.114%, plus: +0.115%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.944%, plus: +0.944%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.113%, plus: -0.322%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.231%, plus: -0.232%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.386%, plus: +0.248%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.147%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.116%, plus: +0.329%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.220%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.364%, plus: +0.363%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.626021e-04
+  - errors:
+    - {label: stat, symerror: +3.711%}
+    - asymerror: {minus: -1.578%, plus: +1.578%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.654%, plus: +8.654%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.198%, plus: -0.173%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.290%, plus: +0.289%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.042%, plus: +0.041%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.196%, plus: -0.193%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.894%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.067%, plus: -0.563%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.813%, plus: +0.831%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.220%, plus: -0.209%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.328%, plus: +1.328%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.571%, plus: +0.990%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.322%, plus: -0.035%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.427%, plus: +2.427%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.005%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.182%, plus: +0.182%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.063%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.028%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.098%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.107%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.130%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.014%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.391%, plus: -0.149%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.040%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.464%, plus: +0.041%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.011%, plus: -0.838%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.593%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.218%, plus: +0.307%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.241%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.754%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.805%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.418%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.228%, plus: -0.271%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.930%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.966%, plus: -3.448%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.018%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.016%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.027%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.537%, plus: +0.537%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.089%, plus: -1.089%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.041%, plus: -0.918%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.142%, plus: +0.144%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.577%, plus: +0.577%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.110%, plus: -1.017%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.221%, plus: -0.221%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.420%, plus: -0.269%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.157%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.600%, plus: -0.245%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.333%, plus: +0.332%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.554188e-04
+  - errors:
+    - {label: stat, symerror: +3.881%}
+    - asymerror: {minus: -4.487%, plus: +4.487%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.213%, plus: +10.213%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.008%, plus: -0.124%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.229%, plus: +0.229%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.051%, plus: +0.052%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.014%, plus: -0.329%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.124%, plus: -0.481%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.125%, plus: +0.572%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.707%, plus: +0.722%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.179%, plus: -0.181%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.338%, plus: +1.338%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.241%, plus: -0.108%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.116%, plus: +0.999%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.214%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.763%, plus: +2.763%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.343%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.007%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.159%, plus: +0.160%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.151%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.097%, plus: -0.363%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.003%, plus: +0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.056%, plus: -0.283%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.015%, plus: -0.864%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.284%, plus: -0.594%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.810%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.026%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.153%, plus: -0.587%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.601%, plus: -4.656%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.072%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.118%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.041%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.869%, plus: -2.869%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.166%, plus: -8.166%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.820%, plus: -1.445%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.119%, plus: +0.120%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.284%, plus: +0.284%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.910%, plus: -1.016%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.185%, plus: -0.185%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.048%, plus: -0.284%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.398%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.164%, plus: -1.278%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.046%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.304%, plus: +0.304%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.414610e-04
+  - errors:
+    - {label: stat, symerror: +3.091%}
+    - asymerror: {minus: -1.102%, plus: +1.102%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.819%, plus: +2.819%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.160%, plus: +0.159%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.889%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.055%, plus: -0.770%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.635%, plus: +0.646%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.145%, plus: -0.158%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.050%, plus: +1.050%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.237%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.386%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.777%, plus: +2.777%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.462%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.047%, plus: +0.045%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.115%, plus: +0.116%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.108%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.021%, plus: -0.074%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.022%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.000%, plus: -0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.757%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.092%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.807%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.656%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.449%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.123%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.958%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.570%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.149%, plus: -1.197%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.212%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.060%, plus: -4.060%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.945%, plus: -2.945%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.140%, plus: -0.812%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.180%, plus: +0.181%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.595%, plus: +0.595%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.536%, plus: +0.048%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.111%, plus: -0.112%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.277%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.415%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.224%, plus: +0.224%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.846672e-05
+- header: {name: '1/SIG*D2SIG/DABS_T1_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.884041e-04
+   - value: 1.826690e-04
+   - value: 1.714487e-04
+   - value: 1.038713e-04
+independent_variables:
+- header: {name: 'ABS_T1_Y', units: ''}
+  values:
+  - {high: 0.33, low: 0.0}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.5, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table565.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table565.yaml
new file mode 100644
index 0000000000..ab7ec186d8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table565.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_T1_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.212%}
+    - asymerror: {minus: -14.577%, plus: +14.577%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.899%, plus: +2.899%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.367%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.604%, plus: +0.605%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.141%, plus: +0.141%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.339%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.926%, plus: +0.153%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.017%, plus: -0.628%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.069%, plus: +1.091%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.453%, plus: -0.446%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.745%, plus: +1.745%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.556%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.874%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.359%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.464%, plus: +0.137%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.067%, plus: +2.067%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.223%, plus: -0.220%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.535%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.310%, plus: -0.306%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.373%, plus: +0.375%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.199%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.102%, plus: -0.413%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.220%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.691%, plus: +0.267%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.073%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.107%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.845%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.321%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.963%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.977%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.686%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.389%, plus: -4.282%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.045%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.405%, plus: +0.820%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.145%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.389%, plus: -1.019%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.573%, plus: +2.573%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.776%, plus: -10.776%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.977%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.159%, plus: +0.160%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.683%, plus: +1.683%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.328%, plus: -1.507%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.814%, plus: -0.812%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.268%, plus: -0.095%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.216%, plus: -0.530%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.889%, plus: +0.426%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.169%, plus: +0.906%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.140%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.519%, plus: +0.519%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.712218e-06
+  - errors:
+    - {label: stat, symerror: +5.335%}
+    - asymerror: {minus: -4.031%, plus: +4.031%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.696%, plus: +6.696%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.437%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.528%, plus: +0.528%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.126%, plus: +0.125%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.250%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.388%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.028%, plus: +1.048%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.340%, plus: -0.328%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.800%, plus: +1.800%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.598%, plus: +0.161%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.399%, plus: +0.452%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.232%, plus: +2.232%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.143%, plus: -0.141%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.397%, plus: -0.205%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.221%, plus: -0.218%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.313%, plus: +0.315%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.315%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.369%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.049%, plus: -0.292%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.312%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.107%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.065%, plus: -0.026%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.935%, plus: +0.088%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.498%, plus: -0.762%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.597%, plus: +0.511%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.274%, plus: +0.249%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.861%, plus: +0.800%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.166%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.473%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.685%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.430%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.543%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +4.128%, plus: -5.632%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.569%, plus: +0.477%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.357%, plus: -0.636%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.516%, plus: +0.516%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.838%, plus: -6.838%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.501%, plus: -0.988%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.203%, plus: +0.204%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.872%, plus: +0.872%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.890%, plus: -0.866%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.657%, plus: -0.656%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.058%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.045%, plus: -0.471%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.691%, plus: +0.306%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.406%, plus: +1.062%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.465%, plus: +0.465%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.026638e-06
+  - errors:
+    - {label: stat, symerror: +3.518%}
+    - asymerror: {minus: +0.674%, plus: -0.674%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.915%, plus: +4.915%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.136%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.360%, plus: +0.360%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.081%, plus: +0.081%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.853%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.120%, plus: +0.311%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.913%, plus: +0.929%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.216%, plus: -0.212%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.178%, plus: +1.178%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.237%, plus: +0.096%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.212%, plus: -0.785%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.327%, plus: -0.378%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.520%, plus: +0.209%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.439%, plus: +2.439%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.023%, plus: -0.022%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.550%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.223%, plus: +0.224%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.064%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.164%, plus: +0.264%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.229%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.033%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.003%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.288%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.018%, plus: -0.600%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.136%, plus: -0.125%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.505%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.937%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.414%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.419%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.441%, plus: -0.573%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.621%, plus: +0.591%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.004%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.400%, plus: -0.427%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.480%, plus: -5.480%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.170%, plus: -3.170%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.717%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.236%, plus: +0.238%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.136%, plus: -0.136%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.955%, plus: +0.301%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.363%, plus: -0.363%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.189%, plus: -0.164%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.264%, plus: -0.276%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.335%, plus: +0.341%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.479%, plus: +0.198%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.009%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.338%, plus: +0.337%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.617246e-06
+- header: {name: '1/SIG*D2SIG/DABS_T1_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.253613e-06
+   - value: 5.697895e-06
+   - value: 5.051423e-06
+independent_variables:
+- header: {name: 'ABS_T1_Y', units: ''}
+  values:
+  - {high: 0.4, low: 0.0}
+  - {high: 0.79, low: 0.4}
+  - {high: 2.5, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table566.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table566.yaml
new file mode 100644
index 0000000000..cdab702ffe
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table566.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.736735e-09}
+  - {value: 7.269388e-10}
+  - {value: -5.508163e-10}
+  - {value: -8.524490e-10}
+  - {value: 7.269388e-10}
+  - {value: 3.426531e-09}
+  - {value: -9.206122e-10}
+  - {value: -1.550612e-09}
+  - {value: -5.508163e-10}
+  - {value: -9.206122e-10}
+  - {value: 1.206939e-09}
+  - {value: 7.800000e-11}
+  - {value: -8.524490e-10}
+  - {value: -1.550612e-09}
+  - {value: 7.800000e-11}
+  - {value: 1.197959e-09}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table567.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table567.yaml
new file mode 100644
index 0000000000..5ce724a6d1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table567.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -5.783069e-11}
+  - {value: -8.613757e-11}
+  - {value: -1.190476e-10}
+  - {value: 7.735450e-11}
+  - {value: 1.556085e-10}
+  - {value: 5.619048e-10}
+  - {value: -2.152910e-10}
+  - {value: -3.041799e-10}
+  - {value: 6.269841e-11}
+  - {value: 4.200529e-10}
+  - {value: -3.920635e-10}
+  - {value: -1.515873e-10}
+  - {value: 1.383069e-11}
+  - {value: 6.857143e-11}
+  - {value: -6.666667e-11}
+  - {value: -5.931217e-11}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table568.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table568.yaml
new file mode 100644
index 0000000000..4b334eb40d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table568.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.132647e-10}
+  - {value: 3.323731e-11}
+  - {value: 1.151166e-10}
+  - {value: 2.957476e-11}
+  - {value: 3.323731e-11}
+  - {value: 2.772291e-10}
+  - {value: 2.123457e-10}
+  - {value: 3.301783e-11}
+  - {value: 1.151166e-10}
+  - {value: 2.123457e-10}
+  - {value: 3.924554e-10}
+  - {value: 7.294925e-11}
+  - {value: 2.957476e-11}
+  - {value: 3.301783e-11}
+  - {value: 7.294925e-11}
+  - {value: 5.207133e-11}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table569.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table569.yaml
new file mode 100644
index 0000000000..24cb435e9b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table569.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -6.514426e-12}
+  - {value: -8.275862e-12}
+  - {value: -6.438424e-12}
+  - {value: 7.846587e-12}
+  - {value: -4.268825e-13}
+  - {value: 5.090077e-12}
+  - {value: -8.585503e-12}
+  - {value: -6.951443e-13}
+  - {value: 3.672766e-12}
+  - {value: 8.796622e-12}
+  - {value: -6.589022e-12}
+  - {value: -5.513019e-12}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table57.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table57.yaml
new file mode 100644
index 0000000000..69f27161a4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table57.yaml
@@ -0,0 +1,685 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.578000e-03}
+  - {value: -4.918000e-04}
+  - {value: -5.514000e-04}
+  - {value: 2.974000e-04}
+  - {value: 4.297000e-04}
+  - {value: -3.284000e-04}
+  - {value: 1.626000e-04}
+  - {value: -1.256000e-04}
+  - {value: -6.752000e-06}
+  - {value: -1.584000e-05}
+  - {value: -1.387000e-04}
+  - {value: -1.642000e-05}
+  - {value: -2.167000e-04}
+  - {value: -1.665000e-04}
+  - {value: -1.215000e-05}
+  - {value: -4.918000e-04}
+  - {value: 3.880000e-03}
+  - {value: 1.631000e-04}
+  - {value: 1.384000e-04}
+  - {value: 5.451000e-04}
+  - {value: 2.723000e-04}
+  - {value: -1.289000e-03}
+  - {value: -2.919000e-04}
+  - {value: -1.580000e-05}
+  - {value: -8.325000e-04}
+  - {value: -1.104000e-04}
+  - {value: 4.089000e-05}
+  - {value: 7.050000e-05}
+  - {value: -3.180000e-04}
+  - {value: -3.759000e-05}
+  - {value: -5.514000e-04}
+  - {value: 1.631000e-04}
+  - {value: 5.782000e-03}
+  - {value: -2.456000e-03}
+  - {value: -2.131000e-03}
+  - {value: 1.032000e-03}
+  - {value: -2.983000e-03}
+  - {value: 1.209000e-03}
+  - {value: -8.791000e-04}
+  - {value: 3.077000e-04}
+  - {value: -5.509000e-04}
+  - {value: -8.667000e-05}
+  - {value: 1.236000e-03}
+  - {value: -1.370000e-04}
+  - {value: -2.195000e-05}
+  - {value: 2.974000e-04}
+  - {value: 1.384000e-04}
+  - {value: -2.456000e-03}
+  - {value: 3.944000e-03}
+  - {value: 1.405000e-03}
+  - {value: -1.025000e-03}
+  - {value: 1.255000e-03}
+  - {value: -1.665000e-03}
+  - {value: 6.236000e-04}
+  - {value: -5.673000e-04}
+  - {value: -1.878000e-04}
+  - {value: 4.431000e-04}
+  - {value: -9.812000e-04}
+  - {value: -2.893000e-04}
+  - {value: 3.484000e-06}
+  - {value: 4.297000e-04}
+  - {value: 5.451000e-04}
+  - {value: -2.131000e-03}
+  - {value: 1.405000e-03}
+  - {value: 4.019000e-03}
+  - {value: -1.409000e-03}
+  - {value: 9.668000e-04}
+  - {value: -8.500000e-04}
+  - {value: 5.158000e-04}
+  - {value: -8.117000e-04}
+  - {value: -1.446000e-05}
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+  - {value: -8.735000e-04}
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+  - {value: 2.301000e-03}
+  - {value: -1.421000e-03}
+  - {value: 5.783000e-04}
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+  - {value: 1.456000e-04}
+  - {value: -3.583000e-05}
+  - {value: -2.575000e-04}
+  - {value: 5.313000e-04}
+  - {value: -9.591000e-05}
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+  - {value: 1.626000e-04}
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+  - {value: 1.456000e-04}
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+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table570.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table570.yaml
new file mode 100644
index 0000000000..faea302f2a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table570.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.128809e-12}
+  - {value: 2.630907e-13}
+  - {value: 6.900201e-12}
+  - {value: 8.314176e-13}
+  - {value: 3.457398e-12}
+  - {value: 5.298303e-12}
+  - {value: 8.593322e-12}
+  - {value: 1.284620e-12}
+  - {value: 1.790002e-12}
+  - {value: 2.807882e-12}
+  - {value: 5.524539e-12}
+  - {value: 2.315271e-12}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table571.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table571.yaml
new file mode 100644
index 0000000000..e2b42bf523
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table571.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.590793e-13}
+  - {value: 2.242229e-13}
+  - {value: 8.850008e-14}
+  - {value: 2.242229e-13}
+  - {value: 3.368196e-13}
+  - {value: 1.056080e-13}
+  - {value: 8.850008e-14}
+  - {value: 1.056080e-13}
+  - {value: 1.930646e-13}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table572.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table572.yaml
new file mode 100644
index 0000000000..a81a612bfb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table572.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_T1_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.190%}
+    - asymerror: {minus: -1.473%, plus: +1.473%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.509%, plus: -7.509%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.307%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.128%, plus: +0.129%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.409%, plus: +0.411%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.289%, plus: +0.367%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.301%, plus: +0.293%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.127%, plus: -2.071%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.458%, plus: -1.448%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.216%, plus: +1.188%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.792%, plus: +0.792%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.299%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.423%, plus: -3.405%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.112%, plus: -0.372%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.988%, plus: +0.858%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.257%, plus: +3.257%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.813%, plus: +0.815%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.747%, plus: +1.765%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.321%, plus: -0.320%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.084%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.006%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.088%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.319%, plus: -0.358%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.126%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.589%, plus: +0.460%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.040%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.137%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.416%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.379%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.969%, plus: +0.021%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.157%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.810%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.742%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.499%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.907%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.901%, plus: +3.489%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.046%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.959%, plus: -3.959%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.954%, plus: -3.954%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.179%, plus: +3.835%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.254%, plus: +0.255%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.451%, plus: +0.451%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.410%, plus: +1.478%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.293%, plus: -0.292%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.052%, plus: +0.084%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.123%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.251%, plus: -0.384%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.130%, plus: +3.318%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.285%, plus: +0.285%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.048145e-01
+  - errors:
+    - {label: stat, symerror: +2.527%}
+    - asymerror: {minus: -1.446%, plus: +1.446%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.598%, plus: -4.598%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.086%, plus: +0.235%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.126%, plus: +0.126%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.457%, plus: +0.458%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.147%, plus: +0.256%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.751%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.224%, plus: -0.224%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.562%, plus: -1.550%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.201%, plus: +1.212%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.893%, plus: +0.893%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.062%, plus: +0.263%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.734%, plus: -1.632%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.144%, plus: -0.080%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.458%, plus: +1.054%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.653%, plus: +3.653%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.797%, plus: +0.799%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.416%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.746%, plus: +1.763%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.322%, plus: -0.321%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.026%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.098%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.050%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.317%, plus: -0.363%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.056%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.489%, plus: +0.436%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.517%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.174%, plus: +0.901%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.310%, plus: -0.121%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.262%, plus: +1.404%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.059%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.434%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.485%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.751%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.588%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.671%, plus: +2.013%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.058%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.142%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.620%, plus: -4.620%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.846%, plus: -3.846%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.429%, plus: +3.297%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.244%, plus: +0.244%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.202%, plus: +0.202%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.799%, plus: +0.919%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.286%, plus: -0.285%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.090%, plus: +0.109%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.188%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.167%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.374%, plus: +3.250%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.054%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.294%, plus: +0.294%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.105557e-01
+  - errors:
+    - {label: stat, symerror: +2.768%}
+    - asymerror: {minus: -3.160%, plus: +3.160%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.227%, plus: -12.227%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.104%, plus: +0.104%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.406%, plus: +0.407%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.108%, plus: -0.108%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.112%, plus: +0.431%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.345%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.058%, plus: -0.971%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.470%, plus: -1.459%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.240%, plus: +1.228%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.972%, plus: +0.972%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.579%, plus: -3.116%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.454%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.938%, plus: +0.308%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.857%, plus: +3.857%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.790%, plus: +0.792%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.375%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.754%, plus: +1.771%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.325%, plus: -0.324%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.037%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.216%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.011%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.461%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.203%, plus: +0.660%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.019%, plus: -0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.716%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.158%, plus: -0.757%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.322%, plus: +0.227%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.755%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.026%, plus: -1.141%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.641%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.677%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.663%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.640%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.136%, plus: -0.839%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.204%, plus: +4.482%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.008%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.223%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.027%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.386%, plus: -0.386%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.836%, plus: -4.836%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.535%, plus: +3.954%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.270%, plus: +0.266%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.554%, plus: +0.554%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.936%, plus: +1.962%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.292%, plus: -0.292%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.452%, plus: -0.174%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.047%, plus: -0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.270%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.143%, plus: +3.705%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.035%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.295%, plus: +0.296%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.511561e-01
+  - errors:
+    - {label: stat, symerror: +5.021%}
+    - asymerror: {minus: -1.357%, plus: +1.357%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +17.833%, plus: -17.833%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.098%, plus: +0.098%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.403%, plus: +0.405%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.084%, plus: +0.269%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.203%, plus: -0.738%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.153%, plus: +0.485%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.143%, plus: -1.137%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.363%, plus: +1.258%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.811%, plus: +1.811%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.205%, plus: +0.248%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.673%, plus: -2.910%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.152%, plus: +0.266%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +1.155%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.097%, plus: +6.097%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.862%, plus: +0.865%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.084%, plus: +1.206%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.855%, plus: +1.874%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.341%, plus: -0.341%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.236%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.170%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.220%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.262%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.236%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.093%, plus: +0.190%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.174%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.404%, plus: +0.682%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.804%, plus: -0.280%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.037%, plus: +0.099%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.440%, plus: +0.336%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.616%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.565%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +1.267%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.766%, plus: -0.130%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.147%, plus: +1.177%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.722%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.392%, plus: -0.200%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.214%, plus: +0.425%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.565%, plus: +0.565%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.210%, plus: -12.210%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.157%, plus: +3.953%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.184%, plus: +0.183%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.888%, plus: +0.888%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.801%, plus: +1.980%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.311%, plus: -0.310%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.243%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.755%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.988%, plus: +4.016%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.315%, plus: +0.315%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.081581e-01
+- header: {name: 'D2SIG/DABS_T1_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.554644e-01
+   - value: 5.838465e-01
+   - value: 4.308056e-01
+   - value: 1.917808e-01
+independent_variables:
+- header: {name: 'ABS_T1_Y', units: ''}
+  values:
+  - {high: 0.46, low: 0.0}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.5, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table573.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table573.yaml
new file mode 100644
index 0000000000..1f9df2a7ef
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table573.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_T1_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.995%}
+    - asymerror: {minus: -6.549%, plus: +6.549%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.049%, plus: -9.049%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.065%, plus: +0.285%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.461%, plus: +0.462%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.520%, plus: +0.522%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.145%, plus: -0.145%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.126%, plus: +0.179%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.659%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.185%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.541%, plus: -0.535%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.995%, plus: +1.006%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.081%, plus: +1.081%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.241%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.129%, plus: -2.453%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.431%, plus: -0.101%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.627%, plus: +0.870%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.378%, plus: +1.378%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.822%, plus: +0.825%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.213%, plus: +0.206%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.796%, plus: +1.812%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.116%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.056%, plus: -0.207%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.116%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.367%, plus: -0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.109%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.199%, plus: +0.476%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.744%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.705%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.144%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.857%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.426%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.056%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.016%, plus: -0.773%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.995%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.153%, plus: -1.923%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.040%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.533%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.604%, plus: -3.604%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.104%, plus: -10.104%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.937%, plus: +2.753%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.379%, plus: +0.380%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.514%, plus: +1.514%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.352%, plus: +1.183%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.557%, plus: -0.555%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.319%, plus: +0.222%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.216%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.479%, plus: +3.716%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.698%, plus: +0.700%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.372937e-01
+  - errors:
+    - {label: stat, symerror: +3.449%}
+    - asymerror: {minus: -3.836%, plus: +3.836%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.476%, plus: -1.476%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.106%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.440%, plus: +0.440%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.470%, plus: +0.471%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.134%, plus: -0.134%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.120%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.764%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.145%, plus: -1.443%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.506%, plus: -0.501%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.002%, plus: +0.980%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.239%, plus: +1.239%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.367%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.225%, plus: -1.807%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.150%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.286%, plus: +0.766%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.632%, plus: +1.632%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.838%, plus: +0.842%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.087%, plus: +0.144%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.761%, plus: +1.777%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.159%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.102%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.202%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.003%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.295%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.038%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.719%, plus: +0.078%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.848%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.197%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.947%, plus: +0.417%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.564%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.012%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.067%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.548%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.386%, plus: -0.555%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.163%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.652%, plus: -1.506%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.030%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.115%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.178%, plus: -2.178%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.159%, plus: -7.159%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.150%, plus: +2.674%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.407%, plus: +0.408%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.144%, plus: +1.144%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.355%, plus: +0.478%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.546%, plus: -0.545%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.488%, plus: -0.296%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.028%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.127%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.686%, plus: +3.273%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.667%, plus: +0.669%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.312285e-01
+  - errors:
+    - {label: stat, symerror: +3.630%}
+    - asymerror: {minus: -6.809%, plus: +6.809%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.084%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.379%, plus: +0.380%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.479%, plus: +0.481%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.145%, plus: -0.145%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.255%, plus: -0.441%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.614%, plus: -0.608%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.042%, plus: +1.008%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.249%, plus: +1.249%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.665%, plus: -1.800%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.071%, plus: -0.195%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.680%, plus: +0.658%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.078%, plus: +2.078%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.819%, plus: +0.821%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.162%, plus: +0.006%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.773%, plus: +1.789%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.143%, plus: -0.143%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.036%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.148%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.289%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.053%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.266%, plus: +0.079%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.549%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.427%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.552%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.755%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.935%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.182%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.311%, plus: -0.870%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.288%, plus: -2.738%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.008%, plus: -0.071%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.212%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.029%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.492%, plus: -5.492%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +13.801%, plus: -13.801%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.364%, plus: +2.129%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.383%, plus: +0.385%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.850%, plus: +0.850%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.552%, plus: +0.480%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.511%, plus: -0.509%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.116%, plus: -0.310%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.041%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.107%, plus: +2.203%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.036%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.638%, plus: +0.640%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.194432e-01
+  - errors:
+    - {label: stat, symerror: +2.805%}
+    - asymerror: {minus: -3.349%, plus: +3.349%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.767%, plus: -6.767%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.229%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.310%, plus: +0.310%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.149%, plus: -0.149%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.249%, plus: +0.113%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.759%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.132%, plus: -1.648%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.688%, plus: -0.683%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.076%, plus: +1.032%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.949%, plus: +0.949%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.775%, plus: -2.988%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.990%, plus: +0.523%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.142%, plus: +2.142%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.890%, plus: +0.894%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.813%, plus: +1.830%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.187%, plus: -0.187%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.071%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.302%, plus: -0.317%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.112%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.342%, plus: +0.370%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.031%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.011%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.410%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.145%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.782%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.714%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.401%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.602%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.161%, plus: -1.429%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.900%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.068%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.043%, plus: -0.200%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.651%, plus: -6.651%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.901%, plus: -8.901%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.022%, plus: +2.784%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.445%, plus: +0.446%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.163%, plus: +1.163%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.977%, plus: +1.559%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.436%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.001%, plus: -0.073%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.006%, plus: -0.210%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.667%, plus: +3.654%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.559%, plus: +0.561%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.469720e-02
+- header: {name: 'D2SIG/DABS_T1_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.525191e-01
+   - value: 1.478763e-01
+   - value: 1.387932e-01
+   - value: 8.408715e-02
+independent_variables:
+- header: {name: 'ABS_T1_Y', units: ''}
+  values:
+  - {high: 0.33, low: 0.0}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.5, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table574.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table574.yaml
new file mode 100644
index 0000000000..53ddb0e587
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table574.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_T1_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.035%}
+    - asymerror: {minus: -17.123%, plus: +17.123%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.694%, plus: -6.694%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.458%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.754%, plus: +0.756%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.568%, plus: +0.570%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.426%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.796%, plus: +0.194%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.094%, plus: -1.507%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.247%, plus: -0.245%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.771%, plus: +0.740%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.681%, plus: +1.681%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.694%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.914%, plus: -3.236%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.340%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.068%, plus: +0.939%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.942%, plus: +0.942%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.592%, plus: +0.595%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.383%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.462%, plus: +1.472%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.252%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.347%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.106%, plus: -0.397%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.071%, plus: -0.530%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.236%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.774%, plus: +0.235%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.011%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.945%, plus: +0.304%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.083%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.708%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.105%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.166%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.589%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.092%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.259%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.919%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.071%, plus: -2.357%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.042%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.312%, plus: +0.751%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.157%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.477%, plus: -1.033%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.197%, plus: -0.197%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +16.252%, plus: -16.252%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.191%, plus: +2.614%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.424%, plus: +0.425%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -2.257%, plus: +2.257%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.126%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.141%, plus: -1.134%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.336%, plus: -0.121%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.285%, plus: -0.511%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.607%, plus: +0.295%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.364%, plus: +4.464%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.151%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.853%, plus: +0.857%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.978779e-03
+  - errors:
+    - {label: stat, symerror: +5.191%}
+    - asymerror: {minus: -6.343%, plus: +6.343%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.252%, plus: -3.252%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.529%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.677%, plus: +0.680%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.553%, plus: +0.554%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.335%, plus: +0.063%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.026%, plus: -1.140%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.289%, plus: -0.287%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.883%, plus: +0.859%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.748%, plus: +1.748%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.735%, plus: +0.277%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.403%, plus: -2.331%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.676%, plus: +0.603%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.319%, plus: +1.319%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.672%, plus: +0.674%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.403%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.550%, plus: +1.562%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.331%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.005%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.365%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.054%, plus: -0.276%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.254%, plus: -0.384%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.328%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.529%, plus: +0.260%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.084%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.067%, plus: -0.029%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.189%, plus: +0.125%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.286%, plus: -0.772%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.201%, plus: +0.457%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.003%, plus: +0.359%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.181%, plus: +0.455%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.438%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.815%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.066%, plus: -0.713%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.777%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.813%, plus: -3.734%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.475%, plus: +0.409%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.445%, plus: -0.651%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.199%, plus: -2.199%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.555%, plus: -12.555%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.672%, plus: +2.602%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.467%, plus: +0.469%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.441%, plus: +1.441%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.571%, plus: +0.632%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.984%, plus: -0.979%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.113%, plus: -0.452%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.408%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.626%, plus: +4.626%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.799%, plus: +0.802%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.244260e-03
+  - errors:
+    - {label: stat, symerror: +3.295%}
+    - asymerror: {minus: -1.534%, plus: +1.534%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.866%, plus: -4.866%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.228%, plus: +0.307%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.510%, plus: +0.511%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.509%, plus: +0.510%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.103%, plus: -0.103%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.187%, plus: +0.287%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.723%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.577%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.406%, plus: -0.404%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.005%, plus: +0.977%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.099%, plus: +1.099%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.375%, plus: +0.213%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.031%, plus: -3.534%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.417%, plus: -0.359%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.123%, plus: +1.012%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.695%, plus: +1.695%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.791%, plus: +0.794%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.202%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.679%, plus: +1.693%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.215%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.161%, plus: +0.331%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.234%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.173%, plus: -0.262%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.050%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.051%, plus: -0.052%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.478%, plus: +0.367%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.370%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.470%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.641%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.712%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.467%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.781%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.365%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.544%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.484%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.576%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.129%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.528%, plus: +0.523%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.008%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.488%, plus: -0.441%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.033%, plus: -8.033%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.112%, plus: -9.112%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.433%, plus: +2.883%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.501%, plus: +0.503%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.427%, plus: +0.427%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.390%, plus: +1.816%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.689%, plus: -0.687%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.257%, plus: -0.190%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.333%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.051%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.697%, plus: +3.731%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.020%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.672%, plus: +0.674%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.898589e-03
+- header: {name: 'D2SIG/DABS_T1_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.252967e-03
+   - value: 4.612627e-03
+   - value: 4.089287e-03
+independent_variables:
+- header: {name: 'ABS_T1_Y', units: ''}
+  values:
+  - {high: 0.4, low: 0.0}
+  - {high: 0.79, low: 0.4}
+  - {high: 2.5, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table575.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table575.yaml
new file mode 100644
index 0000000000..dca2e1942b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table575.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.642653e-02}
+  - {value: 1.148367e-02}
+  - {value: 1.090204e-02}
+  - {value: 7.095918e-03}
+  - {value: 1.148367e-02}
+  - {value: 9.708163e-03}
+  - {value: 7.802041e-03}
+  - {value: 5.155102e-03}
+  - {value: 1.090204e-02}
+  - {value: 7.802041e-03}
+  - {value: 9.155102e-03}
+  - {value: 5.481633e-03}
+  - {value: 7.095918e-03}
+  - {value: 5.155102e-03}
+  - {value: 5.481633e-03}
+  - {value: 4.036735e-03}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table576.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table576.yaml
new file mode 100644
index 0000000000..da321792e7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table576.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.616931e-03}
+  - {value: 2.719577e-03}
+  - {value: 2.576720e-03}
+  - {value: 1.761905e-03}
+  - {value: 2.225397e-03}
+  - {value: 1.731217e-03}
+  - {value: 1.507937e-03}
+  - {value: 1.061376e-03}
+  - {value: 2.570899e-03}
+  - {value: 2.102646e-03}
+  - {value: 1.608995e-03}
+  - {value: 1.191534e-03}
+  - {value: 1.748148e-03}
+  - {value: 1.333333e-03}
+  - {value: 1.233333e-03}
+  - {value: 8.079365e-04}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table577.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table577.yaml
new file mode 100644
index 0000000000..add9ce5bb6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table577.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.341564e-04}
+  - {value: 5.736626e-04}
+  - {value: 6.931413e-04}
+  - {value: 4.333333e-04}
+  - {value: 5.736626e-04}
+  - {value: 4.340192e-04}
+  - {value: 4.943759e-04}
+  - {value: 2.740741e-04}
+  - {value: 6.931413e-04}
+  - {value: 4.943759e-04}
+  - {value: 6.978052e-04}
+  - {value: 3.412894e-04}
+  - {value: 4.333333e-04}
+  - {value: 2.740741e-04}
+  - {value: 3.412894e-04}
+  - {value: 2.347051e-04}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table578.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table578.yaml
new file mode 100644
index 0000000000..af9b592357
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table578.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.114708e-04}
+  - {value: 8.557354e-05}
+  - {value: 7.832512e-05}
+  - {value: 5.631246e-05}
+  - {value: 9.880366e-05}
+  - {value: 7.670654e-05}
+  - {value: 6.698804e-05}
+  - {value: 4.815623e-05}
+  - {value: 9.099226e-05}
+  - {value: 7.079521e-05}
+  - {value: 6.080929e-05}
+  - {value: 4.013371e-05}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table579.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table579.yaml
new file mode 100644
index 0000000000..ac2136a904
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table579.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.924649e-05}
+  - {value: 1.859150e-05}
+  - {value: 2.439336e-05}
+  - {value: 1.353768e-05}
+  - {value: 2.599891e-05}
+  - {value: 1.795110e-05}
+  - {value: 2.256887e-05}
+  - {value: 1.218391e-05}
+  - {value: 2.240467e-05}
+  - {value: 1.450283e-05}
+  - {value: 1.860974e-05}
+  - {value: 1.171137e-05}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table58.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table58.yaml
new file mode 100644
index 0000000000..e284758e33
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table58.yaml
@@ -0,0 +1,2097 @@
+dependent_variables:
+- header: {name: 'DSIG/DABS_Y_BOOST  (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.880%}
+    - asymerror: {minus: -3.868%, plus: +3.868%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.602%, plus: +3.602%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.021%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.325%, plus: +0.326%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.442%, plus: +0.443%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.130%, plus: -0.130%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.281%, plus: +0.177%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.188%, plus: +0.127%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.888%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.763%, plus: -0.758%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.200%, plus: +1.149%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.013%, plus: +1.013%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.092%, plus: +0.285%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.841%, plus: -2.783%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.180%, plus: -0.190%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.503%, plus: +0.568%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.321%, plus: +2.321%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.920%, plus: +0.924%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.517%, plus: +0.342%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.830%, plus: +1.847%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.228%, plus: -0.228%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.069%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.362%, plus: -0.346%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.476%, plus: +0.549%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.003%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.450%, plus: +0.065%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.186%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.958%, plus: +0.554%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.494%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.963%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.341%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.527%, plus: -0.717%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.172%, plus: -0.519%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.556%, plus: -1.150%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.129%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.037%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.308%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.717%, plus: -8.717%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.527%, plus: +7.527%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.340%, plus: +3.263%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.375%, plus: +0.376%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.153%, plus: +1.369%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.441%, plus: -0.440%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.238%, plus: -0.223%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.029%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.195%, plus: -0.271%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.344%, plus: +2.997%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.460%, plus: +0.461%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.050926e+00
+  - errors:
+    - {label: stat, symerror: +3.335%}
+    - asymerror: {minus: -3.046%, plus: +3.046%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.867%, plus: +1.867%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.129%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.314%, plus: +0.314%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.457%, plus: +0.458%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.130%, plus: -0.130%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.041%, plus: +0.192%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.652%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.279%, plus: -0.924%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.738%, plus: -0.734%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.183%, plus: +1.204%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.238%, plus: +1.238%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.160%, plus: +0.458%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.203%, plus: -2.708%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.496%, plus: +1.055%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.816%, plus: +2.816%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.888%, plus: +0.892%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.266%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.806%, plus: +1.822%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.219%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.032%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.045%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.073%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.249%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.030%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.330%, plus: +0.403%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.790%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.719%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.592%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.180%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.413%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.465%, plus: +0.009%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.098%, plus: -0.579%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.732%, plus: -0.673%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.019%, plus: -0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.109%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.244%, plus: -8.244%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.460%, plus: +11.460%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.216%, plus: +3.471%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.369%, plus: +0.370%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.708%, plus: +0.695%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.455%, plus: -0.453%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.333%, plus: +0.139%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.169%, plus: -0.158%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.102%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.308%, plus: +3.907%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.473%, plus: +0.474%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.193077e+00
+  - errors:
+    - {label: stat, symerror: +3.354%}
+    - asymerror: {minus: -0.155%, plus: +0.155%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.536%, plus: +7.536%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.340%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.292%, plus: +0.292%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.130%, plus: -0.130%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.254%, plus: +0.371%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.110%, plus: -2.392%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.783%, plus: -0.777%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.191%, plus: +1.164%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.175%, plus: +1.175%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.641%, plus: -3.957%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.164%, plus: -0.332%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.278%, plus: +0.492%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.710%, plus: +2.710%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.890%, plus: +0.894%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.362%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.796%, plus: +1.813%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.484%, plus: -0.454%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.196%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.642%, plus: +0.527%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.266%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.435%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.288%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.144%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.703%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.114%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.786%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.097%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.335%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.683%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.140%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.307%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.534%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.406%, plus: -9.406%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.522%, plus: +11.522%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.309%, plus: +3.449%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.376%, plus: +0.377%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.486%, plus: +1.050%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.428%, plus: -0.428%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.201%, plus: -0.288%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.159%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.080%, plus: +3.456%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.457%, plus: +0.458%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.980605e+00
+  - errors:
+    - {label: stat, symerror: +2.861%}
+    - asymerror: {minus: -3.423%, plus: +3.423%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.156%, plus: -0.156%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.295%, plus: +0.296%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.478%, plus: +0.479%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.797%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.443%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.777%, plus: -0.771%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.190%, plus: +1.166%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.097%, plus: +1.097%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.040%, plus: -0.159%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.769%, plus: -2.120%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.000%, plus: -0.215%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.335%, plus: +0.542%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.484%, plus: +2.484%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.905%, plus: +0.908%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.460%, plus: -0.110%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.778%, plus: +1.794%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.211%, plus: -0.211%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.117%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.051%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.165%, plus: +0.040%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.810%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.565%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.987%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.274%, plus: +0.400%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.502%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.747%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.193%, plus: -1.062%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.096%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.557%, plus: -1.491%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.008%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.135%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.771%, plus: -8.771%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.318%, plus: +6.318%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.712%, plus: +2.163%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.333%, plus: +0.334%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.534%, plus: +0.619%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.438%, plus: -0.437%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.043%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.042%, plus: +2.367%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.471%, plus: +0.472%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.168483e+00
+  - errors:
+    - {label: stat, symerror: +3.142%}
+    - asymerror: {minus: -6.520%, plus: +6.520%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.152%, plus: +0.379%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.334%, plus: +0.335%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.482%, plus: +0.484%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.287%, plus: +0.590%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.245%, plus: +0.434%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.404%, plus: -1.106%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.824%, plus: -0.819%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.185%, plus: +1.174%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.149%, plus: +1.149%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.113%, plus: -2.656%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.913%, plus: +1.379%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.659%, plus: +2.659%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.895%, plus: +0.899%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.157%, plus: +0.289%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.825%, plus: +1.842%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.229%, plus: -0.228%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.148%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.499%, plus: -0.343%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.234%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.373%, plus: +0.636%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.598%, plus: +0.354%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.023%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.930%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.483%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.126%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.145%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.045%, plus: -0.590%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.170%, plus: -1.974%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.051%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.252%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.421%, plus: -9.421%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.774%, plus: +7.774%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.698%, plus: +4.062%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.357%, plus: +0.358%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.307%, plus: +1.489%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.440%, plus: -0.439%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.160%, plus: -0.077%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.236%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.379%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.083%, plus: +3.826%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.031%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.484%, plus: +0.485%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.995349e+00
+  - errors:
+    - {label: stat, symerror: +3.271%}
+    - asymerror: {minus: -1.968%, plus: +1.968%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.012%, plus: +6.012%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.093%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.305%, plus: +0.306%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.443%, plus: +0.444%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.057%, plus: +0.117%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.323%, plus: +0.504%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.031%, plus: -0.757%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.745%, plus: -0.740%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.168%, plus: +1.169%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.182%, plus: +1.182%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.765%, plus: -2.191%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.288%, plus: -0.036%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.597%, plus: +0.391%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.597%, plus: +2.597%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.878%, plus: +0.881%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.228%, plus: +0.217%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.790%, plus: +1.807%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.226%, plus: -0.225%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.031%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.007%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.066%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.326%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.044%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.101%, plus: +0.321%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.782%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.418%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.095%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.868%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.774%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.462%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.393%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.252%, plus: +0.054%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.147%, plus: -0.941%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.035%, plus: +0.480%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.000%, plus: -7.000%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.477%, plus: +10.477%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.099%, plus: +2.922%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.419%, plus: +0.417%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.937%, plus: +1.177%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.434%, plus: -0.433%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.215%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.017%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.260%, plus: -0.251%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.480%, plus: +3.844%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.049%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.470%, plus: +0.471%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.821006e+00
+  - errors:
+    - {label: stat, symerror: +3.280%}
+    - asymerror: {minus: -5.541%, plus: +5.541%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.077%, plus: +2.077%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.106%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.321%, plus: +0.321%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.444%, plus: +0.445%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.250%, plus: +0.227%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.750%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.125%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.772%, plus: -0.766%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.202%, plus: +1.176%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.194%, plus: +1.194%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.404%, plus: +0.644%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.785%, plus: -2.412%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.067%, plus: -0.189%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.784%, plus: +1.068%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.636%, plus: +2.636%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.878%, plus: +0.882%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.175%, plus: +0.526%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.791%, plus: +1.807%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.219%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.027%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.079%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.272%, plus: -0.363%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.106%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.366%, plus: +0.368%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.029%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.629%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.741%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.718%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.529%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.299%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.370%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.085%, plus: -1.895%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.658%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.528%, plus: -3.276%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.244%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.010%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.220%, plus: -0.232%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.697%, plus: -5.697%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.200%, plus: +3.200%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.158%, plus: +3.600%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.371%, plus: +0.372%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.882%, plus: +1.207%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.446%, plus: -0.445%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.123%, plus: +0.038%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.046%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.680%, plus: +3.323%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.473%, plus: +0.475%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.752682e+00
+  - errors:
+    - {label: stat, symerror: +3.325%}
+    - asymerror: {minus: -5.379%, plus: +5.379%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.232%, plus: +8.232%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.153%, plus: +0.271%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.323%, plus: +0.323%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.421%, plus: +0.422%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.175%, plus: +0.487%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.493%, plus: -0.043%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.491%, plus: -0.818%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.802%, plus: -0.796%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.190%, plus: +1.157%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.265%, plus: +1.265%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.148%, plus: -0.091%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.787%, plus: -2.092%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.151%, plus: -0.060%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.858%, plus: +0.668%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.846%, plus: +2.846%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.901%, plus: +0.904%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.343%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.798%, plus: +1.814%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.223%, plus: -0.223%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.107%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.229%, plus: -0.230%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.127%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.046%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.444%, plus: -0.318%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.118%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.390%, plus: +0.621%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.040%, plus: -0.024%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.673%, plus: +0.053%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.004%, plus: -0.023%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.787%, plus: +0.128%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.695%, plus: +0.266%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.242%, plus: +0.360%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.808%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.167%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.186%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.278%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.164%, plus: -0.594%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.222%, plus: -1.132%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.016%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.214%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.059%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.415%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.460%, plus: -8.460%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.250%, plus: +10.250%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.845%, plus: +3.322%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.391%, plus: +0.392%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.237%, plus: +1.384%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.438%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.222%, plus: -0.472%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.205%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.182%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.295%, plus: +4.244%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.075%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.460%, plus: +0.461%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.773940e+00
+  - errors:
+    - {label: stat, symerror: +3.453%}
+    - asymerror: {minus: -3.704%, plus: +3.704%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.041%, plus: -2.041%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.135%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.297%, plus: +0.298%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.463%, plus: +0.464%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.120%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.248%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.998%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.966%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.800%, plus: -0.794%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.203%, plus: +1.178%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.290%, plus: +1.290%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.430%, plus: +0.121%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.351%, plus: -2.457%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.264%, plus: -0.405%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.873%, plus: +0.932%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.829%, plus: +2.829%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.905%, plus: +0.908%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.800%, plus: +1.817%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.221%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.095%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.346%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.218%, plus: +0.111%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.902%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.488%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.250%, plus: +0.144%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.244%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.940%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.067%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.982%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.083%, plus: -1.228%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.199%, plus: -3.867%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.256%, plus: -7.256%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.189%, plus: +7.189%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.046%, plus: +3.516%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.323%, plus: +0.323%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.382%, plus: +1.388%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.427%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.108%, plus: +0.310%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.255%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.235%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.317%, plus: +3.990%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.064%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.464%, plus: +0.465%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.540891e+00
+  - errors:
+    - {label: stat, symerror: +3.656%}
+    - asymerror: {minus: -2.577%, plus: +2.577%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.046%, plus: +7.046%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.063%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.337%, plus: +0.338%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.503%, plus: +0.504%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.104%, plus: +0.408%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.258%, plus: -1.200%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.785%, plus: -0.779%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.167%, plus: +1.179%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.372%, plus: +1.372%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.193%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.554%, plus: -2.531%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.075%, plus: +0.114%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.509%, plus: +0.689%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.055%, plus: +3.055%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.894%, plus: +0.898%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.277%, plus: +0.608%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.810%, plus: +1.827%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.224%, plus: -0.224%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.066%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.050%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.095%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.391%, plus: -0.220%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.122%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.359%, plus: +0.556%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.051%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.146%, plus: -0.057%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.065%, plus: +0.748%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.727%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.239%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.458%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.397%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.731%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.347%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.435%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.186%, plus: +1.147%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.017%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.032%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.174%, plus: -0.169%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.243%, plus: -8.243%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.636%, plus: +6.636%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.727%, plus: +3.627%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.319%, plus: +0.322%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.303%, plus: +0.894%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.448%, plus: -0.447%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.242%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.851%, plus: +4.263%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.484%, plus: +0.486%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.410207e+00
+  - errors:
+    - {label: stat, symerror: +4.049%}
+    - asymerror: {minus: -4.542%, plus: +4.542%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.017%, plus: -4.017%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.153%, plus: +0.361%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.280%, plus: +0.280%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.378%, plus: +0.379%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.106%, plus: -0.106%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.257%, plus: +0.431%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.837%, plus: -0.831%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.185%, plus: +1.134%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.466%, plus: +1.466%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.035%, plus: -3.554%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.056%, plus: -0.135%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.050%, plus: +0.287%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.255%, plus: +3.255%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.905%, plus: +0.909%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.791%, plus: +1.808%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.219%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.013%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.166%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.042%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.418%, plus: -0.448%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.063%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.511%, plus: +0.485%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.434%, plus: +0.037%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.200%, plus: -0.286%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.136%, plus: +0.196%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.719%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.602%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.863%, plus: -0.486%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.289%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.160%, plus: -1.592%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.062%, plus: +0.066%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.067%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.384%, plus: -0.208%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.046%, plus: -5.046%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.155%, plus: +8.155%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.658%, plus: +2.183%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.317%, plus: +0.317%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.788%, plus: +1.834%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.438%, plus: -0.437%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.341%, plus: -0.219%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.125%, plus: +2.614%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.474%, plus: +0.475%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.209954e+00
+  - errors:
+    - {label: stat, symerror: +4.352%}
+    - asymerror: {minus: -0.812%, plus: +0.812%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.734%, plus: -1.734%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.069%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.286%, plus: +0.287%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.418%, plus: +0.419%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.208%, plus: +0.275%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.461%, plus: +0.047%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.008%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.867%, plus: -0.860%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.144%, plus: +1.053%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.570%, plus: +1.570%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.435%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.656%, plus: -3.537%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.297%, plus: -0.140%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.732%, plus: +0.951%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.599%, plus: +3.599%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.854%, plus: +0.856%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.090%, plus: -0.137%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.804%, plus: +1.821%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.222%, plus: -0.222%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.062%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.091%, plus: -0.133%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.068%, plus: +0.259%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.086%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.393%, plus: -0.358%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.363%, plus: +0.502%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.701%, plus: +0.188%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.147%, plus: -0.012%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.755%, plus: +0.168%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.739%, plus: +0.232%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.139%, plus: -0.552%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.869%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.612%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.481%, plus: -0.763%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.897%, plus: -2.941%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.042%, plus: -0.106%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.270%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.310%, plus: -0.119%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.086%, plus: -8.086%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.132%, plus: +7.132%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.573%, plus: +3.239%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.385%, plus: +0.386%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.053%, plus: +1.249%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.436%, plus: -0.435%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.375%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.367%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.221%, plus: +4.061%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.013%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.491%, plus: +0.493%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.036185e+00
+  - errors:
+    - {label: stat, symerror: +2.971%}
+    - asymerror: {minus: -2.099%, plus: +2.099%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.695%, plus: +7.695%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.214%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.292%, plus: +0.292%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.414%, plus: +0.414%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.111%, plus: -0.111%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.225%, plus: +0.033%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.094%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.850%, plus: -0.842%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.174%, plus: +1.160%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.171%, plus: +1.171%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.357%, plus: +0.406%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.515%, plus: -3.180%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.261%, plus: +0.320%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.027%, plus: +0.333%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.646%, plus: +2.646%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.848%, plus: +0.851%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.493%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.773%, plus: +1.789%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.224%, plus: -0.224%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.083%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.062%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.391%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.656%, plus: +0.182%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.815%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.075%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.816%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.137%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.491%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.801%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.376%, plus: -0.469%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.754%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.326%, plus: +2.688%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.024%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.279%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.816%, plus: -7.816%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.151%, plus: +11.151%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.434%, plus: +2.704%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.337%, plus: +0.337%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.528%, plus: +1.074%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.419%, plus: -0.418%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.247%, plus: -0.004%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.937%, plus: +3.063%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.421124e-01
+  - errors:
+    - {label: stat, symerror: +3.805%}
+    - asymerror: {minus: -3.711%, plus: +3.711%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.730%, plus: -4.730%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.511%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.234%, plus: +0.234%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.475%, plus: +0.476%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.141%, plus: -0.141%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.648%, plus: +0.202%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.863%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.235%, plus: -0.313%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.887%, plus: -0.878%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.188%, plus: +1.113%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.474%, plus: +1.474%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.184%, plus: +0.204%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.939%, plus: -2.943%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.623%, plus: -0.492%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.881%, plus: +1.534%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.231%, plus: +3.231%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.817%, plus: +0.821%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.620%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.806%, plus: +1.823%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.226%, plus: -0.226%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.096%, plus: -0.329%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.433%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.340%, plus: -0.688%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.297%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.919%, plus: +0.483%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.000%, plus: -0.031%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.269%, plus: -0.274%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.910%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.622%, plus: -0.023%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.225%, plus: -0.208%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.054%, plus: -0.196%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.750%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.922%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.686%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.034%, plus: +0.588%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.922%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.305%, plus: +0.246%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.170%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.403%, plus: -0.485%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.149%, plus: -4.149%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.290%, plus: +7.290%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.336%, plus: +5.114%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.280%, plus: +0.280%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.515%, plus: +2.864%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.435%, plus: -0.434%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.338%, plus: -0.209%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.021%, plus: -0.452%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.661%, plus: +5.057%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.150%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.502%, plus: +0.503%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.239305e-01
+  - errors:
+    - {label: stat, symerror: +3.749%}
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.068%, plus: -4.068%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.262%, plus: +0.262%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.422%, plus: +0.423%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.116%, plus: -0.116%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.349%, plus: +0.332%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.952%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.950%, plus: -0.941%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.180%, plus: +1.193%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.305%, plus: +1.305%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.379%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.647%, plus: -3.871%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.393%, plus: +0.029%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.569%, plus: +0.425%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.124%, plus: +3.124%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.830%, plus: +0.832%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.657%, plus: +0.128%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.816%, plus: +1.833%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.240%, plus: -0.239%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.259%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.405%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.284%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.452%, plus: +0.511%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.030%, plus: +0.149%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.459%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.143%, plus: +0.102%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.505%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.708%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.719%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.498%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.432%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.776%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.217%, plus: -0.422%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.774%, plus: -2.382%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.183%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.905%, plus: -4.905%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.347%, plus: +5.347%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.070%, plus: +2.565%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.343%, plus: +0.344%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.121%, plus: +1.556%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.429%, plus: -0.428%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.110%, plus: -0.061%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.428%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.740%, plus: +2.830%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.496%, plus: +0.497%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.551028e-02
+- header: {name: 'DSIG/DABS_Y_BOOST  (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.065229e+00
+   - value: 2.032649e+00
+   - value: 2.013466e+00
+   - value: 1.950863e+00
+   - value: 1.900065e+00
+   - value: 1.812704e+00
+   - value: 1.710447e+00
+   - value: 1.624925e+00
+   - value: 1.475683e+00
+   - value: 1.353833e+00
+   - value: 1.214191e+00
+   - value: 1.046526e+00
+   - value: 8.520926e-01
+   - value: 5.876719e-01
+   - value: 7.142279e-02
+independent_variables:
+- header: {name: 'ABS_Y_BOOST ', units: ''}
+  values:
+  - {high: 0.09, low: 0.0}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.6, low: 0.51}
+  - {high: 0.69, low: 0.6}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.4, low: 1.23}
+  - {high: 3.0, low: 1.4}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table580.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table580.yaml
new file mode 100644
index 0000000000..65d20a87a0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table580.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.267684e-06}
+  - {value: 8.968915e-07}
+  - {value: 7.306656e-07}
+  - {value: 8.968915e-07}
+  - {value: 8.871848e-07}
+  - {value: 6.493727e-07}
+  - {value: 7.306656e-07}
+  - {value: 6.493727e-07}
+  - {value: 6.522847e-07}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table581.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table581.yaml
new file mode 100644
index 0000000000..3fd5b019cc
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table581.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.098%}
+    - asymerror: {minus: +0.155%, plus: -0.155%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.105%, plus: +4.105%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.053%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.540%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.291%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.105%, plus: -0.107%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.014%, plus: -0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.751%, plus: +0.751%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.228%, plus: +0.308%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.050%, plus: +0.599%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.039%, plus: -0.336%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.956%, plus: +2.956%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.183%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.013%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.209%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.031%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.648%, plus: +0.041%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.576%, plus: -0.756%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.630%, plus: +0.314%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.157%, plus: +0.289%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.337%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.473%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.069%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.509%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.735%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.147%, plus: +0.772%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.242%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.085%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.239%, plus: +0.239%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.660%, plus: +0.660%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.105%, plus: +0.053%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.015%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.240%, plus: -0.559%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.028%, plus: +0.031%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.153%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.207072e-04
+  - errors:
+    - {label: stat, symerror: +2.297%}
+    - asymerror: {minus: +0.333%, plus: -0.333%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.021%, plus: +2.021%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.865%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.489%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.179%, plus: -0.182%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.028%, plus: -0.066%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.799%, plus: +0.799%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.339%, plus: -0.014%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.815%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.050%, plus: +0.624%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.388%, plus: -0.078%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.221%, plus: +3.221%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.022%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.423%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.034%, plus: -0.033%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.123%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.008%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.261%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.365%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.027%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.682%, plus: -0.052%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.075%, plus: +0.442%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.321%, plus: -0.200%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.813%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.208%, plus: +0.303%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.060%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.763%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.505%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.066%, plus: +0.754%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.303%, plus: +0.142%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.214%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.877%, plus: -2.877%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.914%, plus: +4.914%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.666%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.283%, plus: -0.283%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.835%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.064%, plus: -0.096%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.264%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.227%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.733%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.142445e-04
+  - errors:
+    - {label: stat, symerror: +2.329%}
+    - asymerror: {minus: +0.434%, plus: -0.434%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.127%, plus: -7.127%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.093%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.049%, plus: -0.048%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.108%, plus: +0.141%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.320%, plus: +0.293%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.042%, plus: +0.413%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.154%, plus: -0.157%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.003%, plus: -0.012%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.820%, plus: +0.820%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.488%, plus: +0.004%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.090%, plus: -0.056%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.132%, plus: +0.108%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.264%, plus: +3.264%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.045%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.362%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.036%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.225%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.146%, plus: -0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.016%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.222%, plus: +0.093%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.262%, plus: +0.116%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.128%, plus: +0.286%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.446%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.428%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.016%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.859%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.521%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.281%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.016%, plus: -1.016%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.850%, plus: -0.850%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.294%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.037%, plus: -0.035%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.768%, plus: +0.391%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.159%, plus: -0.198%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.147%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.408772e-04
+  - errors:
+    - {label: stat, symerror: +4.146%}
+    - asymerror: {minus: +0.508%, plus: -0.508%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.159%, plus: -1.159%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.139%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.836%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.102%, plus: +0.104%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.206%, plus: +0.254%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.503%, plus: +1.503%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.378%, plus: -0.440%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.439%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.343%, plus: +0.363%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.098%, plus: +5.098%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.019%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.147%, plus: +0.144%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.086%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.101%, plus: +0.039%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.020%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.737%, plus: -0.103%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.629%, plus: +0.640%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.843%, plus: -0.183%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.328%, plus: -0.661%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.253%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.619%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.922%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.121%, plus: +0.494%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.563%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.622%, plus: +2.308%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.051%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.053%, plus: -0.189%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.193%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.985%, plus: +6.985%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.043%, plus: -3.043%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.554%, plus: +0.073%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.661%, plus: +0.354%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.332%, plus: +0.516%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.108%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.013%, plus: -0.343%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.860%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.541180e-04
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.989400e-04
+   - value: 7.149309e-04
+   - value: 5.340573e-04
+   - value: 2.455265e-04
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.46, low: 0.0}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.5, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table582.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table582.yaml
new file mode 100644
index 0000000000..f299b7215d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table582.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.368%}
+    - asymerror: {minus: -4.549%, plus: +4.549%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.349%, plus: +8.349%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.287%, plus: +0.287%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.127%, plus: -0.210%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.869%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.613%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.775%, plus: +0.792%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.278%, plus: -0.303%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.218%, plus: +1.218%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.158%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.562%, plus: +0.962%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.136%, plus: -0.084%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.375%, plus: +2.375%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.093%, plus: -0.303%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.011%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.196%, plus: +0.197%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.040%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.105%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.176%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.008%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.106%, plus: -0.151%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.033%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.844%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.848%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.767%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.786%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.861%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.424%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.796%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.978%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.928%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.976%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.777%, plus: -3.738%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.055%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.022%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.082%, plus: -0.144%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.391%, plus: -0.391%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.198%, plus: -6.198%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.774%, plus: -0.808%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.188%, plus: +0.189%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.041%, plus: +1.041%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.692%, plus: -0.746%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.224%, plus: -0.225%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.186%, plus: +0.386%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.025%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.322%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.324%, plus: -0.236%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.013%, plus: -0.086%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.357%, plus: +0.356%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.527547e-04
+  - errors:
+    - {label: stat, symerror: +3.781%}
+    - asymerror: {minus: -3.159%, plus: +3.159%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.583%, plus: +7.583%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.008%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.260%, plus: +0.261%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.053%, plus: -0.285%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.740%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.768%, plus: +0.784%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.258%, plus: -0.237%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.324%, plus: +1.324%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.239%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.534%, plus: +0.705%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.126%, plus: -0.264%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.053%, plus: -0.095%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.583%, plus: +2.583%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.452%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.020%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.180%, plus: +0.180%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.123%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.124%, plus: -0.197%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.027%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.277%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.640%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.479%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.345%, plus: -1.013%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.252%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.092%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.194%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.002%, plus: -0.166%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.307%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.675%, plus: -3.028%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.030%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.104%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.006%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.038%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.075%, plus: -2.075%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.893%, plus: -2.893%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.750%, plus: -0.967%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.108%, plus: +0.109%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.656%, plus: +0.656%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.537%, plus: -0.658%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.225%, plus: -0.225%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.068%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.027%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.338%, plus: +0.338%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.397421e-04
+  - errors:
+    - {label: stat, symerror: +3.969%}
+    - asymerror: {minus: -2.006%, plus: +2.006%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.757%, plus: +3.757%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.211%, plus: +0.211%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.086%, plus: -0.015%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.433%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.729%, plus: +0.744%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.209%, plus: -0.220%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.328%, plus: +1.328%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.168%, plus: -0.005%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.561%, plus: +0.428%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.061%, plus: -0.167%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.777%, plus: +2.777%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.003%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.171%, plus: +0.172%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.000%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.010%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.118%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.094%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.337%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.046%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.910%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.277%, plus: -1.581%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.882%, plus: +0.185%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.443%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.322%, plus: -1.173%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.746%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.414%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.520%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.035%, plus: -1.316%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.325%, plus: -4.191%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.014%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.075%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.255%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.347%, plus: -2.347%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.952%, plus: -3.952%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.573%, plus: -0.811%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.160%, plus: +0.161%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.227%, plus: +0.227%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.425%, plus: -0.320%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.184%, plus: -0.185%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.118%, plus: -0.579%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.085%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.139%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.171%, plus: +0.391%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.299%, plus: +0.299%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.255135e-04
+  - errors:
+    - {label: stat, symerror: +2.909%}
+    - asymerror: {minus: -1.641%, plus: +1.641%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.307%, plus: -0.307%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.079%, plus: -0.189%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.200%, plus: +0.200%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.050%, plus: -0.235%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.385%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.064%, plus: +0.225%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.651%, plus: +0.664%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.110%, plus: -0.111%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.020%, plus: +1.020%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.063%, plus: -0.020%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.275%, plus: +0.790%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.017%, plus: +0.044%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.088%, plus: -0.191%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.575%, plus: +2.575%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.058%, plus: +0.059%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.037%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.118%, plus: +0.119%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.024%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.163%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.331%, plus: -0.184%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.019%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.050%, plus: +0.035%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.141%, plus: -0.387%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.323%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.179%, plus: -0.054%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.322%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.388%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.521%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.001%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.393%, plus: -0.053%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.058%, plus: -0.510%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.033%, plus: -1.745%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.205%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.006%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.484%, plus: -3.484%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.942%, plus: -4.942%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.778%, plus: -1.007%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.100%, plus: +0.100%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.511%, plus: +0.511%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.573%, plus: -0.182%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.121%, plus: -0.122%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.169%, plus: -0.331%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.213%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.448%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.229%, plus: +0.229%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.678753e-05
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.721650e-04
+   - value: 1.698512e-04
+   - value: 1.640280e-04
+   - value: 1.097497e-04
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.33, low: 0.0}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.5, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table583.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table583.yaml
new file mode 100644
index 0000000000..6bc51d4854
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table583.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.736%}
+    - asymerror: {minus: -2.242%, plus: +2.242%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.269%, plus: +9.269%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.374%, plus: +0.324%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.567%, plus: +0.568%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.107%, plus: +0.106%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.061%, plus: +0.112%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.630%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.728%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.053%, plus: +1.073%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.459%, plus: -0.447%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.845%, plus: +1.845%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.661%, plus: +0.274%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.595%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.397%, plus: -0.214%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.422%, plus: +0.395%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.129%, plus: +2.129%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.277%, plus: -0.274%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.269%, plus: -0.550%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.310%, plus: -0.306%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.363%, plus: +0.365%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.046%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.153%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.226%, plus: +0.338%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.300%, plus: -0.237%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.045%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.118%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.110%, plus: +0.260%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.655%, plus: +0.117%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.503%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.814%, plus: +0.021%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.069%, plus: -0.509%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.434%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.071%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.422%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.387%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.285%, plus: -0.272%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.038%, plus: -3.437%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.320%, plus: +0.789%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.032%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.672%, plus: -1.048%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.472%, plus: +2.472%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.550%, plus: -4.550%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.723%, plus: -0.804%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.231%, plus: +0.232%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.566%, plus: +1.566%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.168%, plus: +0.323%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.810%, plus: -0.809%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.187%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.314%, plus: -0.429%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.547%, plus: +0.502%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.130%, plus: +1.377%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.171%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.536%, plus: +0.536%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.669543e-06
+  - errors:
+    - {label: stat, symerror: +5.304%}
+    - asymerror: {minus: -5.311%, plus: +5.311%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.829%, plus: +0.829%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.148%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.494%, plus: +0.495%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.110%, plus: +0.111%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.047%, plus: -0.017%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.570%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.114%, plus: +0.586%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.048%, plus: +1.068%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.395%, plus: -0.410%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.859%, plus: +1.859%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.359%, plus: +0.712%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.731%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.352%, plus: -0.367%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.144%, plus: +0.144%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.307%, plus: +2.307%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.150%, plus: -0.149%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.101%, plus: -0.083%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.218%, plus: -0.216%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.320%, plus: +0.321%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.021%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.081%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.231%, plus: +0.408%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.155%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.096%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.060%, plus: -0.201%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.035%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.203%, plus: -0.539%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.504%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.433%, plus: -0.393%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.708%, plus: -0.471%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.604%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.563%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.250%, plus: -0.760%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.128%, plus: +0.299%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.464%, plus: -4.454%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.571%, plus: +0.977%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.356%, plus: -0.168%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.908%, plus: -3.908%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.458%, plus: -0.200%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.214%, plus: +0.215%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.887%, plus: +0.887%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.503%, plus: +0.204%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.666%, plus: -0.665%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.034%, plus: +0.004%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.359%, plus: -0.263%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.407%, plus: +0.524%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.519%, plus: +0.972%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.456%, plus: +0.455%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.906419e-06
+  - errors:
+    - {label: stat, symerror: +3.454%}
+    - asymerror: {minus: -3.064%, plus: +3.064%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.212%, plus: +4.212%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.246%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.381%, plus: +0.381%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.880%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.921%, plus: +0.937%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.221%, plus: -0.233%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.147%, plus: +1.147%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.575%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.390%, plus: +2.390%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.002%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.350%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.233%, plus: +0.234%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.156%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.084%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.264%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.107%, plus: -0.235%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.147%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.260%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.068%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.048%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.590%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.002%, plus: -0.877%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.671%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.675%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.475%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.924%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.481%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.773%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.359%, plus: -1.718%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.657%, plus: +0.376%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.290%, plus: -0.553%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.078%, plus: -5.078%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.921%, plus: -6.921%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.986%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.188%, plus: +0.189%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.657%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.369%, plus: -0.370%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.246%, plus: -0.304%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.145%, plus: -0.373%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.548%, plus: +0.335%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.527%, plus: +0.347%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.067%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.339%, plus: +0.339%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.706784e-06
+- header: {name: '1/SIG*D2SIG/DABS_T2_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.483377e-06
+   - value: 5.092727e-06
+   - value: 5.228153e-06
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.4, low: 0.0}
+  - {high: 0.79, low: 0.4}
+  - {high: 2.5, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table584.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table584.yaml
new file mode 100644
index 0000000000..38283c0f13
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table584.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.157143e-09}
+  - {value: 6.495918e-10}
+  - {value: -1.643878e-09}
+  - {value: -3.565306e-10}
+  - {value: 6.495918e-10}
+  - {value: 3.202041e-09}
+  - {value: -1.134694e-09}
+  - {value: -9.661224e-10}
+  - {value: -1.643878e-09}
+  - {value: -1.134694e-09}
+  - {value: 2.202041e-09}
+  - {value: -3.732653e-11}
+  - {value: -3.565306e-10}
+  - {value: -9.661224e-10}
+  - {value: -3.732653e-11}
+  - {value: 7.071429e-10}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table585.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table585.yaml
new file mode 100644
index 0000000000..c697797b05
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table585.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.901587e-10}
+  - {value: -7.587302e-11}
+  - {value: -4.267196e-10}
+  - {value: -9.910053e-12}
+  - {value: 3.308995e-10}
+  - {value: 1.385185e-10}
+  - {value: -3.710582e-10}
+  - {value: -8.566138e-11}
+  - {value: 1.284656e-10}
+  - {value: 4.770899e-12}
+  - {value: -1.342328e-10}
+  - {value: -6.576720e-11}
+  - {value: -4.491534e-11}
+  - {value: -1.182540e-10}
+  - {value: 5.984127e-11}
+  - {value: -3.321693e-11}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table586.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table586.yaml
new file mode 100644
index 0000000000..6b047f1c25
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table586.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.927298e-10}
+  - {value: 1.798354e-10}
+  - {value: 1.137311e-10}
+  - {value: 4.757202e-11}
+  - {value: 1.798354e-10}
+  - {value: 1.838134e-10}
+  - {value: 9.257888e-11}
+  - {value: 3.689986e-11}
+  - {value: 1.137311e-10}
+  - {value: 9.257888e-11}
+  - {value: 1.095610e-10}
+  - {value: 4.379973e-11}
+  - {value: 4.757202e-11}
+  - {value: 3.689986e-11}
+  - {value: 4.379973e-11}
+  - {value: 5.954733e-11}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table587.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table587.yaml
new file mode 100644
index 0000000000..5f26503ddb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table587.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.087966e-11}
+  - {value: -7.234342e-13}
+  - {value: -1.346939e-11}
+  - {value: 1.323012e-12}
+  - {value: 6.727657e-13}
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+  - {value: 9.387755e-14}
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+  - {value: -4.862069e-12}
+  - {value: -2.786066e-12}
+  - {value: -2.473610e-12}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
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+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
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+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table588.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table588.yaml
new file mode 100644
index 0000000000..6549d38402
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table588.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
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+  - {value: 4.116037e-12}
+  - {value: 3.590586e-12}
+  - {value: 2.831600e-12}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
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+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T2_Y'}
+  values:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table589.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table589.yaml
new file mode 100644
index 0000000000..5298ec7175
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table589.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
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+  - {value: 1.538984e-13}
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+  - {value: 9.842510e-14}
+  - {value: 7.957000e-14}
+  - {value: 2.647480e-13}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
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+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table59.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table59.yaml
new file mode 100644
index 0000000000..a60b866b97
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table59.yaml
@@ -0,0 +1,685 @@
+dependent_variables:
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+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.78, low: 0.69}
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+  - {high: 0.78, low: 0.69}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+  - {high: 3.00, low: 1.40}
+- header: {name: 'ABS_Y_BOOST '}
+  values:
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
+  - {high: 0.09, low: 0.00}
+  - {high: 0.16, low: 0.09}
+  - {high: 0.24, low: 0.16}
+  - {high: 0.33, low: 0.24}
+  - {high: 0.42, low: 0.33}
+  - {high: 0.51, low: 0.42}
+  - {high: 0.60, low: 0.51}
+  - {high: 0.69, low: 0.60}
+  - {high: 0.78, low: 0.69}
+  - {high: 0.87, low: 0.78}
+  - {high: 0.96, low: 0.87}
+  - {high: 1.05, low: 0.96}
+  - {high: 1.23, low: 1.05}
+  - {high: 1.40, low: 1.23}
+  - {high: 3.00, low: 1.40}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table590.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table590.yaml
new file mode 100644
index 0000000000..6d39d20a5f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table590.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_T2_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.188%}
+    - asymerror: {minus: -2.067%, plus: +2.067%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.034%, plus: -5.034%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.220%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.122%, plus: +0.122%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.430%, plus: +0.430%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.224%, plus: +0.344%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.380%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.085%, plus: -1.387%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.441%, plus: -1.430%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.213%, plus: +1.213%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.791%, plus: +0.791%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.337%, plus: +0.348%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.709%, plus: -2.442%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.142%, plus: -0.378%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.750%, plus: +0.617%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.153%, plus: +3.153%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.813%, plus: +0.816%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: +0.405%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.752%, plus: +1.769%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.319%, plus: -0.318%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.040%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.207%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.351%, plus: -0.322%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.183%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.485%, plus: +0.447%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.939%, plus: +0.062%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.281%, plus: -0.699%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.233%, plus: +0.250%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.973%, plus: +0.351%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.827%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.910%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.336%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.507%, plus: -0.237%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.998%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.487%, plus: +3.471%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.305%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.173%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.316%, plus: -2.316%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.494%, plus: -5.494%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.446%, plus: +3.624%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.286%, plus: +0.283%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.421%, plus: +0.421%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.230%, plus: +0.918%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.296%, plus: -0.296%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.096%, plus: -0.341%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.231%, plus: +3.582%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.103%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.288%, plus: +0.289%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.909114e-01
+  - errors:
+    - {label: stat, symerror: +2.424%}
+    - asymerror: {minus: -1.885%, plus: +1.885%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.934%, plus: -6.934%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.424%, plus: +0.425%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.407%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.931%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.251%, plus: -0.615%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.515%, plus: -1.504%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.200%, plus: +1.147%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.846%, plus: +0.846%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.230%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.586%, plus: -2.233%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.581%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.364%, plus: +0.748%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.501%, plus: +3.501%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.833%, plus: +0.837%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.646%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.740%, plus: +1.758%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.316%, plus: -0.315%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.006%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.356%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.070%, plus: +0.516%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.387%, plus: -0.031%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.368%, plus: +0.499%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.289%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.804%, plus: +0.875%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.602%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.423%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.487%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.493%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.503%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.039%, plus: +0.487%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.643%, plus: +2.824%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.353%, plus: -5.353%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.500%, plus: -1.500%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.947%, plus: +4.258%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.207%, plus: +0.207%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.192%, plus: +0.192%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.644%, plus: +1.647%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.291%, plus: -0.290%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.112%, plus: -0.062%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.259%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.426%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.724%, plus: +3.924%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.293%, plus: +0.294%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.012859e-01
+  - errors:
+    - {label: stat, symerror: +2.642%}
+    - asymerror: {minus: -1.781%, plus: +1.781%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +15.279%, plus: -15.279%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.200%, plus: +0.319%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.386%, plus: +0.388%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.323%, plus: +0.431%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.254%, plus: +0.455%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.047%, plus: -0.691%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.490%, plus: -1.479%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.225%, plus: +1.201%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.934%, plus: +0.934%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.441%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.259%, plus: -3.020%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.193%, plus: -0.098%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.879%, plus: +0.936%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.770%, plus: +3.770%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.767%, plus: +0.767%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.738%, plus: +1.756%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.326%, plus: -0.325%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.020%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.189%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.227%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.466%, plus: -0.455%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.050%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.654%, plus: +0.550%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.554%, plus: +0.138%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.420%, plus: +0.343%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.586%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.859%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.277%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.373%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.693%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.721%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.787%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.089%, plus: -0.253%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.091%, plus: +1.363%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.034%, plus: -0.229%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.539%, plus: -3.539%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.912%, plus: -6.912%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.518%, plus: +3.264%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.234%, plus: +0.236%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.505%, plus: +0.505%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.223%, plus: +1.883%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.285%, plus: -0.284%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.207%, plus: -0.164%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.201%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.371%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.689%, plus: +3.054%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.011%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.292%, plus: +0.292%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.553368e-01
+  - errors:
+    - {label: stat, symerror: +4.747%}
+    - asymerror: {minus: -1.706%, plus: +1.706%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.836%, plus: -9.836%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.148%, plus: +0.149%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.491%, plus: +0.493%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.136%, plus: -0.136%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.457%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.926%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.230%, plus: -1.222%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.431%, plus: +1.471%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.717%, plus: +1.717%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.269%, plus: -0.401%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.702%, plus: -5.389%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.089%, plus: +1.193%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.711%, plus: +5.711%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.830%, plus: +0.833%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.035%, plus: +0.028%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.917%, plus: +1.938%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.364%, plus: -0.363%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.150%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.095%, plus: -0.338%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.648%, plus: +0.363%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.131%, plus: +0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.026%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.442%, plus: -0.081%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.919%, plus: +0.697%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.231%, plus: -0.247%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.600%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.730%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.970%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.279%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.123%, plus: +0.225%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.296%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.961%, plus: +5.048%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.049%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.120%, plus: -0.252%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.105%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.258%, plus: +4.258%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.971%, plus: -8.971%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.880%, plus: +3.644%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.291%, plus: +0.292%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.554%, plus: +0.554%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.118%, plus: +1.845%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.313%, plus: -0.313%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.284%, plus: +0.550%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.006%, plus: -0.113%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.263%, plus: -0.533%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.262%, plus: +2.702%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.326%, plus: +0.326%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.139289e-01
+- header: {name: 'D2SIG/DABS_T2_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.441219e-01
+   - value: 5.763920e-01
+   - value: 4.305680e-01
+   - value: 1.979485e-01
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.46, low: 0.0}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.5, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table591.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table591.yaml
new file mode 100644
index 0000000000..a7c212f8e1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table591.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_T2_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.078%}
+    - asymerror: {minus: -6.875%, plus: +6.875%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.162%, plus: -1.162%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.140%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.443%, plus: +0.444%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.481%, plus: +0.482%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.088%, plus: +0.080%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.709%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.706%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.549%, plus: -0.543%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.953%, plus: +0.907%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.119%, plus: +1.119%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.184%, plus: -2.090%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.614%, plus: +0.743%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.559%, plus: +1.559%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.806%, plus: +0.808%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.075%, plus: -0.082%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.763%, plus: +1.778%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.088%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.109%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.143%, plus: -0.213%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.027%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.328%, plus: +0.305%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.135%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.792%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.487%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.252%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.756%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.238%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.423%, plus: -1.160%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.171%, plus: -0.210%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.931%, plus: -2.931%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.933%, plus: -11.933%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.596%, plus: +2.732%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.459%, plus: +0.460%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.523%, plus: +1.523%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.784%, plus: +0.728%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.551%, plus: -0.550%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.138%, plus: +0.420%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.079%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.072%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.119%, plus: +3.129%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.002%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.692%, plus: +0.695%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.285963e-01
+  - errors:
+    - {label: stat, symerror: +3.527%}
+    - asymerror: {minus: -5.454%, plus: +5.454%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.860%, plus: -1.860%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.098%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.417%, plus: +0.418%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.528%, plus: +0.530%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.151%, plus: -0.151%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.162%, plus: +0.005%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.205%, plus: -0.956%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.556%, plus: -0.551%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.973%, plus: +0.974%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.234%, plus: +1.234%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.212%, plus: -2.340%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.229%, plus: -0.306%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.696%, plus: +0.732%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.856%, plus: +1.856%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.825%, plus: +0.828%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.470%, plus: +0.183%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.793%, plus: +1.809%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.042%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.076%, plus: -0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.152%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.121%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.193%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.309%, plus: +0.259%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.017%, plus: -0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.570%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.609%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.743%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.952%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.431%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.119%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.466%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.461%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.433%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.571%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.322%, plus: -0.431%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.032%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.171%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.029%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.127%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.571%, plus: -4.571%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.830%, plus: -8.830%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.620%, plus: +2.567%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.379%, plus: +0.380%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.135%, plus: +1.135%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.937%, plus: +0.818%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.551%, plus: -0.550%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.135%, plus: +0.004%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.005%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.182%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.406%, plus: +3.206%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.028%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.674%, plus: +0.676%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.176417e-01
+  - errors:
+    - {label: stat, symerror: +3.724%}
+    - asymerror: {minus: -4.275%, plus: +4.275%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.351%, plus: -5.351%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.037%, plus: +0.227%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.367%, plus: +0.368%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.461%, plus: +0.462%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.149%, plus: -0.149%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.129%, plus: +0.275%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.368%, plus: +0.017%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.296%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.595%, plus: -0.590%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.021%, plus: +0.991%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.237%, plus: +1.237%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.184%, plus: -2.609%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.688%, plus: +0.659%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.093%, plus: +2.093%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.876%, plus: +0.879%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.214%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.771%, plus: +1.787%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.134%, plus: -0.134%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.022%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.061%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.005%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.116%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.437%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.128%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.098%, plus: +0.461%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.016%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.200%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.525%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.484%, plus: +0.120%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.649%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.094%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.933%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.938%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.786%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.062%, plus: -1.577%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.973%, plus: -1.625%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.009%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.054%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.343%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.837%, plus: -4.837%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.825%, plus: -9.825%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.790%, plus: +2.729%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.431%, plus: +0.433%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.704%, plus: +0.704%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.048%, plus: +1.161%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.510%, plus: -0.509%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.166%, plus: -0.545%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.140%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.111%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.598%, plus: +3.777%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.068%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.635%, plus: +0.637%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.056634e-01
+  - errors:
+    - {label: stat, symerror: +2.610%}
+    - asymerror: {minus: -3.903%, plus: +3.903%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +9.058%, plus: -9.058%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.357%, plus: +0.357%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.142%, plus: -0.142%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.165%, plus: +0.054%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.319%, plus: +0.034%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.026%, plus: -0.876%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.674%, plus: -0.669%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.119%, plus: +1.101%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.918%, plus: +0.918%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.046%, plus: +0.019%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.478%, plus: -2.258%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.661%, plus: +0.635%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.899%, plus: +1.899%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.869%, plus: +0.873%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.206%, plus: +0.006%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.810%, plus: +1.827%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.187%, plus: -0.186%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.042%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.070%, plus: -0.187%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.095%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.022%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.156%, plus: -0.182%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.063%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.103%, plus: +0.272%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.343%, plus: +0.056%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.330%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.929%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.640%, plus: +0.007%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.419%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.986%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.022%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.268%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.392%, plus: -0.321%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.085%, plus: -0.774%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.682%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.272%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.054%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.944%, plus: -5.944%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.753%, plus: -10.753%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.593%, plus: +2.525%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.371%, plus: +0.372%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.990%, plus: +0.990%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.902%, plus: +1.301%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.447%, plus: -0.446%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.218%, plus: -0.298%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.037%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.000%, plus: +3.204%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.565%, plus: +0.567%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.148047e-02
+- header: {name: 'D2SIG/DABS_T2_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.388030e-01
+   - value: 1.369375e-01
+   - value: 1.322428e-01
+   - value: 8.848250e-02
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.33, low: 0.0}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.5, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table592.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table592.yaml
new file mode 100644
index 0000000000..929afd6d79
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table592.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DABS_T2_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.578%}
+    - asymerror: {minus: -4.517%, plus: +4.517%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.323%, plus: -0.323%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.481%, plus: +0.472%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.723%, plus: +0.726%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.541%, plus: +0.543%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.276%, plus: +0.402%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.565%, plus: +0.030%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.117%, plus: -0.380%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.267%, plus: -0.265%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.775%, plus: +0.762%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.786%, plus: +1.786%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.769%, plus: +0.314%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.373%, plus: -2.887%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.500%, plus: -0.256%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.167%, plus: +1.226%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.089%, plus: +1.089%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.536%, plus: +0.538%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.251%, plus: -0.329%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.469%, plus: +1.480%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.069%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.231%, plus: +0.400%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.303%, plus: -0.231%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.365%, plus: -0.318%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.152%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.542%, plus: +0.718%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.042%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.946%, plus: +0.138%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.447%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.417%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.750%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.038%, plus: -0.061%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.320%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.451%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.311%, plus: -0.536%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +4.680%, plus: -0.850%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: +0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.254%, plus: +0.725%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.056%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.761%, plus: -1.113%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.140%, plus: -0.140%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.386%, plus: -10.386%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.646%, plus: +2.736%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.502%, plus: +0.503%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.068%, plus: +0.068%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -2.050%, plus: +2.050%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.632%, plus: +1.813%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.138%, plus: -1.131%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.368%, plus: -0.434%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.298%, plus: +0.310%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.523%, plus: +4.796%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.182%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.871%, plus: +0.875%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.089200e-03
+  - errors:
+    - {label: stat, symerror: +5.161%}
+    - asymerror: {minus: -7.654%, plus: +7.654%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.022%, plus: -8.022%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.255%, plus: +0.289%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.650%, plus: +0.653%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.545%, plus: +0.547%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.168%, plus: +0.272%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.520%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.273%, plus: -0.270%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.837%, plus: +0.799%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.809%, plus: +1.809%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.468%, plus: +0.752%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.511%, plus: -2.692%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.455%, plus: -0.409%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.891%, plus: +0.973%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.443%, plus: +1.443%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.662%, plus: +0.664%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.559%, plus: +1.571%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.044%, plus: +0.250%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.235%, plus: +0.470%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.164%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.130%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.373%, plus: +0.255%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.029%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.050%, plus: +0.561%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.457%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.410%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.207%, plus: -0.471%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.915%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.454%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.248%, plus: -1.025%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.101%, plus: +0.033%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.111%, plus: -1.895%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.505%, plus: +0.913%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.083%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.445%, plus: -0.233%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.534%, plus: -2.534%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.783%, plus: -9.783%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.902%, plus: +3.361%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.485%, plus: +0.487%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.368%, plus: +1.368%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.962%, plus: +1.693%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.994%, plus: -0.988%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.414%, plus: -0.268%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.158%, plus: +0.332%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.899%, plus: +4.377%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.010%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.791%, plus: +0.794%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.130464e-03
+  - errors:
+    - {label: stat, symerror: +3.231%}
+    - asymerror: {minus: -5.357%, plus: +5.357%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.935%, plus: -4.935%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.352%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.537%, plus: +0.538%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.522%, plus: +0.523%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.337%, plus: +0.079%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.815%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.242%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.401%, plus: -0.399%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.009%, plus: +0.978%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.066%, plus: +1.066%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.498%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.170%, plus: -3.485%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.027%, plus: -0.239%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.008%, plus: +0.714%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.627%, plus: +1.627%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.809%, plus: +0.812%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.670%, plus: +1.684%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.179%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.045%, plus: -0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.269%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.109%, plus: -0.229%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.106%, plus: -0.422%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.181%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.641%, plus: +0.195%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.038%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.054%, plus: -0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.881%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.821%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.274%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.112%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.067%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.196%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.189%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.747%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.035%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.007%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.590%, plus: +0.312%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.379%, plus: -0.618%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.497%, plus: -7.497%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.612%, plus: -12.612%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.500%, plus: +2.547%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.459%, plus: +0.461%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.353%, plus: +0.353%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.771%, plus: +0.819%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.696%, plus: -0.694%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.294%, plus: -0.270%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.199%, plus: -0.378%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.299%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.907%, plus: +3.732%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.078%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.675%, plus: +0.678%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.962400e-03
+- header: {name: 'D2SIG/DABS_T2_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.614591e-03
+   - value: 4.105862e-03
+   - value: 4.215045e-03
+independent_variables:
+- header: {name: 'ABS_T2_Y', units: ''}
+  values:
+  - {high: 0.4, low: 0.0}
+  - {high: 0.79, low: 0.4}
+  - {high: 2.5, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table593.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table593.yaml
new file mode 100644
index 0000000000..0ea328bb71
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table593.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.326327e-02}
+  - {value: 1.040408e-02}
+  - {value: 1.179388e-02}
+  - {value: 4.767347e-03}
+  - {value: 1.040408e-02}
+  - {value: 1.058776e-02}
+  - {value: 1.056531e-02}
+  - {value: 3.685714e-03}
+  - {value: 1.179388e-02}
+  - {value: 1.056531e-02}
+  - {value: 1.307755e-02}
+  - {value: 4.759184e-03}
+  - {value: 4.767347e-03}
+  - {value: 3.685714e-03}
+  - {value: 4.759184e-03}
+  - {value: 2.442857e-03}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+  - {high: 2.50, low: 1.55}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table594.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table594.yaml
new file mode 100644
index 0000000000..6e2442ace7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table594.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.514815e-03}
+  - {value: 1.852381e-03}
+  - {value: 2.150265e-03}
+  - {value: 9.460317e-04}
+  - {value: 2.123810e-03}
+  - {value: 1.692063e-03}
+  - {value: 1.884127e-03}
+  - {value: 7.645503e-04}
+  - {value: 2.268254e-03}
+  - {value: 1.875661e-03}
+  - {value: 2.119577e-03}
+  - {value: 8.343915e-04}
+  - {value: 1.920106e-03}
+  - {value: 1.612698e-03}
+  - {value: 1.898413e-03}
+  - {value: 7.312169e-04}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table595.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table595.yaml
new file mode 100644
index 0000000000..6922ea89b5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table595.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.322359e-04}
+  - {value: 4.866941e-04}
+  - {value: 4.931413e-04}
+  - {value: 4.027435e-04}
+  - {value: 4.866941e-04}
+  - {value: 4.333333e-04}
+  - {value: 4.192044e-04}
+  - {value: 3.460905e-04}
+  - {value: 4.931413e-04}
+  - {value: 4.192044e-04}
+  - {value: 4.688615e-04}
+  - {value: 3.718793e-04}
+  - {value: 4.027435e-04}
+  - {value: 3.460905e-04}
+  - {value: 3.718793e-04}
+  - {value: 3.344307e-04}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+  - {high: 2.50, low: 0.95}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table596.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table596.yaml
new file mode 100644
index 0000000000..add5adc1bb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table596.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.202674e-05}
+  - {value: 3.665728e-05}
+  - {value: 4.417312e-05}
+  - {value: 2.109782e-05}
+  - {value: 9.676284e-05}
+  - {value: 7.923997e-05}
+  - {value: 9.324419e-05}
+  - {value: 3.803659e-05}
+  - {value: 9.197748e-05}
+  - {value: 7.452498e-05}
+  - {value: 8.409571e-05}
+  - {value: 3.310345e-05}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
+  - {high: 0.46, low: 0.00}
+  - {high: 0.91, low: 0.46}
+  - {high: 1.55, low: 0.91}
+  - {high: 2.50, low: 1.55}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table597.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table597.yaml
new file mode 100644
index 0000000000..55cd2d6d56
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table597.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.255975e-05}
+  - {value: 9.996351e-06}
+  - {value: 1.019522e-05}
+  - {value: 8.286809e-06}
+  - {value: 2.019704e-05}
+  - {value: 1.683634e-05}
+  - {value: 1.797847e-05}
+  - {value: 1.522350e-05}
+  - {value: 2.078088e-05}
+  - {value: 1.758073e-05}
+  - {value: 1.823755e-05}
+  - {value: 1.547710e-05}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
+  - {high: 0.33, low: 0.00}
+  - {high: 0.62, low: 0.33}
+  - {high: 0.95, low: 0.62}
+  - {high: 2.50, low: 0.95}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table598.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table598.yaml
new file mode 100644
index 0000000000..a388e89553
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table598.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.237157e-07}
+  - {value: 4.222379e-07}
+  - {value: 4.295178e-07}
+  - {value: 4.222379e-07}
+  - {value: 8.410784e-07}
+  - {value: 7.282390e-07}
+  - {value: 4.295178e-07}
+  - {value: 7.282390e-07}
+  - {value: 8.100172e-07}
+independent_variables:
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+  - {high: 2.50, low: 0.79}
+- header: {name: 'ABS_T2_Y'}
+  values:
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
+  - {high: 0.40, low: 0.00}
+  - {high: 0.79, low: 0.40}
+  - {high: 2.50, low: 0.79}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table599.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table599.yaml
new file mode 100644
index 0000000000..4a669c3528
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table599.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +0.576%}
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.443%, plus: -3.443%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.016%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.022%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.034%, plus: +0.039%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.241%, plus: +0.241%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.061%, plus: -0.009%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.135%, plus: -0.094%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.013%, plus: +0.091%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.820%, plus: +0.820%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.037%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.009%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.000%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.008%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.009%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.125%, plus: +0.119%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.045%, plus: -0.033%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.351%, plus: +0.137%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.176%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.245%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.039%, plus: +0.064%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.006%, plus: -0.027%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.410%, plus: +0.181%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.113%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.026%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.054%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.473%, plus: -0.473%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.136%, plus: +0.136%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.122%, plus: +0.283%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.030%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.044%, plus: +0.060%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.005%, plus: -0.017%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.017%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.090%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.014%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.806994e-06
+  - errors:
+    - {label: stat, symerror: +2.408%}
+    - asymerror: {minus: +3.047%, plus: -3.047%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -18.527%, plus: +18.527%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.157%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.198%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.702%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.390%, plus: -0.399%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.045%, plus: +0.032%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.857%, plus: +0.857%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.253%, plus: +0.027%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.277%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.159%, plus: -0.367%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.382%, plus: +3.382%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.016%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.167%, plus: -0.146%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.108%, plus: -0.106%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.325%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.214%, plus: -0.045%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.498%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.265%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.476%, plus: -0.073%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.619%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.711%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.292%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.248%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.133%, plus: +0.614%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.726%, plus: +0.673%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.363%, plus: +0.171%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.242%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.355%, plus: +3.355%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.754%, plus: +4.754%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.007%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.164%, plus: -0.164%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.109%, plus: +0.109%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.192%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.067%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.030%, plus: -0.381%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.081%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.241601e-06
+  - errors:
+    - {label: stat, symerror: +3.806%}
+    - asymerror: {minus: -3.391%, plus: +3.391%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.019%, plus: +7.019%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.125%, plus: -0.211%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.280%, plus: +0.281%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.063%, plus: -0.312%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.043%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.514%, plus: -0.524%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.072%, plus: -0.118%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.126%, plus: +1.126%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.051%, plus: +0.044%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.336%, plus: +1.026%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.350%, plus: +0.316%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.076%, plus: +0.089%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.413%, plus: +5.413%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.315%, plus: +0.311%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.434%, plus: +0.171%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.236%, plus: -0.231%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.132%, plus: +0.132%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.224%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.327%, plus: -0.358%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.275%, plus: +0.114%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.910%, plus: -0.601%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.518%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.026%, plus: -0.455%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.335%, plus: -0.256%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.358%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.175%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.093%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.272%, plus: -0.326%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.504%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.061%, plus: -3.618%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.112%, plus: -0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.217%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.088%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.292%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.339%, plus: -0.339%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.294%, plus: +0.294%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.694%, plus: -1.137%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.165%, plus: +0.165%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.121%, plus: +0.121%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.132%, plus: -0.132%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.651%, plus: -0.144%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.010%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.284%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.515%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.473%, plus: -1.083%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.190%, plus: -0.190%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.683262e-08
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 9.502979e-06
+   - value: 1.259852e-06
+   - value: 5.018648e-08
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 110.0, low: 0.0}
+  - {high: 250.0, low: 110.0}
+  - {high: 1000.0, low: 250.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table6.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table6.yaml
new file mode 100644
index 0000000000..dfc7034659
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table6.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'DSIG/DABS_T1_Y (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.691%}
+    - asymerror: {minus: -4.991%, plus: +4.991%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.084%, plus: +2.084%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.238%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.320%, plus: +0.321%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.444%, plus: +0.445%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.316%, plus: +0.231%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.605%, plus: +0.133%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.363%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.827%, plus: -0.819%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.165%, plus: +1.150%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.637%, plus: +0.637%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.275%, plus: +0.105%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.679%, plus: -3.216%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.208%, plus: -0.328%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.841%, plus: +0.836%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.388%, plus: +1.388%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.877%, plus: +0.880%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.304%, plus: +0.131%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.800%, plus: +1.817%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.218%, plus: -0.217%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.089%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.063%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.096%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.041%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.330%, plus: -0.391%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.107%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.522%, plus: +0.508%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.963%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.681%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.251%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.290%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.770%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.138%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.121%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.794%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.049%, plus: -0.803%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.053%, plus: -0.247%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.024%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.091%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.035%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.305%, plus: -0.298%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.349%, plus: -7.349%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.626%, plus: +8.626%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.759%, plus: +3.562%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.331%, plus: +0.332%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.171%, plus: +0.171%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.019%, plus: +1.121%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.444%, plus: -0.443%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.135%, plus: +0.094%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.078%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.145%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.130%, plus: +3.720%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.482%, plus: +0.483%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.665218e+00
+  - errors:
+    - {label: stat, symerror: +1.851%}
+    - asymerror: {minus: -3.443%, plus: +3.443%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.048%, plus: +1.048%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.056%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.343%, plus: +0.344%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.452%, plus: +0.453%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.188%, plus: +0.252%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.142%, plus: +0.180%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.152%, plus: -0.911%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.789%, plus: -0.783%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.181%, plus: +1.166%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.681%, plus: +0.681%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.434%, plus: -2.052%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.536%, plus: +0.647%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.466%, plus: +1.466%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.913%, plus: +0.917%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.803%, plus: +1.820%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.218%, plus: -0.218%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.046%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.088%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.017%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.310%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.142%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.276%, plus: +0.312%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.022%, plus: +0.044%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.628%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.538%, plus: +0.111%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.519%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.514%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.719%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.231%, plus: -0.098%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.105%, plus: -0.510%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.431%, plus: -1.675%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.044%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.056%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.046%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.259%, plus: -7.259%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.209%, plus: +10.209%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.660%, plus: +3.083%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.358%, plus: +0.360%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.142%, plus: +0.142%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.723%, plus: +0.899%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.450%, plus: -0.449%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.197%, plus: -0.208%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.032%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.171%, plus: -0.221%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.018%, plus: +3.451%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.475%, plus: +0.476%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.498939e+00
+  - errors:
+    - {label: stat, symerror: +1.982%}
+    - asymerror: {minus: -3.205%, plus: +3.205%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.747%, plus: +4.747%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.159%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.300%, plus: +0.300%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.459%, plus: +0.460%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.156%, plus: +0.180%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.316%, plus: -0.437%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.102%, plus: -1.049%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.837%, plus: -0.829%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.176%, plus: +1.159%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.731%, plus: +0.731%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.173%, plus: +0.281%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.323%, plus: -2.350%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.159%, plus: -0.097%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.677%, plus: +0.847%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.613%, plus: +1.613%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.868%, plus: +0.871%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.171%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.798%, plus: +1.815%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.224%, plus: -0.223%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.053%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.062%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.122%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.018%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.185%, plus: -0.316%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.061%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.389%, plus: +0.346%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.011%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.509%, plus: +0.003%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.614%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.957%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.919%, plus: +0.420%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.139%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.006%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.416%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.494%, plus: -0.687%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.369%, plus: -2.039%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.042%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.089%, plus: -0.176%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.350%, plus: -8.350%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.810%, plus: +5.810%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.857%, plus: +2.865%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.331%, plus: +0.332%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.898%, plus: +0.955%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.436%, plus: -0.435%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.097%, plus: -0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.329%, plus: +3.027%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.478%, plus: +0.479%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.330149e+00
+  - errors:
+    - {label: stat, symerror: +2.268%}
+    - asymerror: {minus: -3.300%, plus: +3.300%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.254%, plus: +3.254%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.015%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.287%, plus: +0.287%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.438%, plus: +0.439%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.166%, plus: +0.265%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.601%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.169%, plus: -1.198%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.801%, plus: -0.795%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.179%, plus: +1.147%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.822%, plus: +0.822%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.154%, plus: -0.044%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.955%, plus: -2.778%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.148%, plus: -0.054%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.896%, plus: +0.510%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.891%, plus: +1.891%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.905%, plus: +0.909%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.099%, plus: +0.218%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.803%, plus: +1.820%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.223%, plus: -0.223%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.009%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.031%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.272%, plus: -0.227%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.235%, plus: +0.375%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.720%, plus: +0.110%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.607%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.687%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.333%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.285%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.561%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.819%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.218%, plus: -1.448%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.175%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.743%, plus: -8.743%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.527%, plus: +8.527%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.056%, plus: +3.305%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.373%, plus: +0.374%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.426%, plus: +1.275%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.433%, plus: -0.432%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.261%, plus: -0.349%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.261%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.113%, plus: +3.377%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.470%, plus: +0.471%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.099979e+00
+  - errors:
+    - {label: stat, symerror: +1.947%}
+    - asymerror: {minus: -1.707%, plus: +1.707%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.896%, plus: +1.896%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.194%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.254%, plus: +0.254%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.450%, plus: +0.451%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.259%, plus: +0.251%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.507%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.307%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.758%, plus: -0.753%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.212%, plus: +1.175%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.708%, plus: +0.708%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.380%, plus: +0.052%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.931%, plus: -3.369%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.055%, plus: -0.014%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.899%, plus: +0.791%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.686%, plus: +1.686%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.883%, plus: +0.886%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.817%, plus: +1.834%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.235%, plus: -0.235%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.045%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.145%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.134%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.018%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.339%, plus: -0.322%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.050%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.465%, plus: +0.443%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.729%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.934%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.478%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.274%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.106%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.090%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.748%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.987%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.691%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.093%, plus: -1.128%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.766%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.135%, plus: -0.148%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.735%, plus: -7.735%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.293%, plus: +7.293%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.695%, plus: +3.291%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.398%, plus: +0.397%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.236%, plus: +0.236%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.341%, plus: +1.893%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.430%, plus: -0.429%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.131%, plus: -0.057%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.077%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.100%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.186%, plus: +3.668%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.067%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.040416e-01
+  - errors:
+    - {label: stat, symerror: +4.265%}
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.308%, plus: -2.308%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.281%, plus: +0.369%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.291%, plus: +0.291%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.432%, plus: +0.433%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.122%, plus: -0.122%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.263%, plus: +0.330%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.344%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.268%, plus: +0.459%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.763%, plus: -0.759%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.287%, plus: +1.238%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.646%, plus: +1.646%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.543%, plus: +0.525%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.728%, plus: -4.222%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.187%, plus: -0.188%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.504%, plus: +0.919%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.999%, plus: +3.999%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.839%, plus: +0.841%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.223%, plus: +0.576%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.789%, plus: +1.805%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.232%, plus: -0.231%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.069%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.066%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.182%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.107%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.326%, plus: -0.300%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.178%, plus: +0.267%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.473%, plus: +0.417%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.021%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.031%, plus: -0.079%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.763%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.655%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.345%, plus: +0.502%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.269%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.729%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.240%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.140%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.061%, plus: +0.961%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.438%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.156%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.022%, plus: +0.243%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.379%, plus: -0.251%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.781%, plus: -5.781%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.870%, plus: +10.870%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.891%, plus: +4.119%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.355%, plus: +0.356%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.725%, plus: +0.725%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.759%, plus: +2.752%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.410%, plus: -0.409%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.156%, plus: +0.183%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.309%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.291%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.842%, plus: +5.471%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.470%, plus: +0.471%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.514598e-01
+- header: {name: 'DSIG/DABS_T1_Y (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.572411e+00
+   - value: 1.467699e+00
+   - value: 1.293417e+00
+   - value: 1.077841e+00
+   - value: 6.814618e-01
+   - value: 1.321917e-01
+independent_variables:
+- header: {name: 'ABS_T1_Y', units: ''}
+  values:
+  - {high: 0.3, low: 0.0}
+  - {high: 0.6, low: 0.3}
+  - {high: 0.9, low: 0.6}
+  - {high: 1.2, low: 0.9}
+  - {high: 1.8, low: 1.2}
+  - {high: 2.5, low: 1.8}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table60.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table60.yaml
new file mode 100644
index 0000000000..ba7e5309f2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table60.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DCHI_TT (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.396%}
+    - asymerror: {minus: +0.799%, plus: -0.799%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.715%, plus: -1.715%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.246%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.007%, plus: -0.376%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.094%, plus: -0.094%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.055%, plus: -0.051%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.523%, plus: +0.523%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.348%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.201%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.165%, plus: +1.165%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.020%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.022%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.362%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.071%, plus: +0.120%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.311%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.255%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.432%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.999%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.319%, plus: +1.319%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.256%, plus: +0.256%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.407%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.010%, plus: -0.323%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.125%, plus: +0.087%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.032%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.628%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.009%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.774725e-01
+  - errors:
+    - {label: stat, symerror: +1.339%}
+    - asymerror: {minus: -0.746%, plus: +0.746%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.776%, plus: +0.776%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.080%, plus: +0.454%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.028%, plus: -0.027%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.031%, plus: -0.038%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.499%, plus: +0.499%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.100%, plus: -0.072%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.189%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.013%, plus: -0.079%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.060%, plus: -0.045%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.107%, plus: +1.107%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.103%, plus: -0.065%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.033%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.074%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.224%, plus: +0.231%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.193%, plus: -0.019%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.427%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.350%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.294%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.205%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.688%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.016%, plus: +1.016%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.330%, plus: -0.330%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.021%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.002%, plus: -0.198%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.005%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.839072e-01
+  - errors:
+    - {label: stat, symerror: +1.812%}
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.251%, plus: -0.251%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.002%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.142%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.663%, plus: -0.335%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.030%, plus: +0.029%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.011%, plus: +0.026%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.651%, plus: +0.651%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.162%, plus: +0.227%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.130%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.459%, plus: +1.459%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.262%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.034%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.001%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.047%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.017%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.338%, plus: +0.150%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.336%, plus: -0.231%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.160%, plus: -0.083%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.205%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.267%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.110%, plus: +0.142%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.923%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.706%, plus: -0.706%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.570%, plus: +0.570%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.506%, plus: -0.003%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.021%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.056%, plus: -0.062%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.454947e-01
+  - errors:
+    - {label: stat, symerror: +2.202%}
+    - asymerror: {minus: -1.455%, plus: +1.455%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.617%, plus: -0.617%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.018%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.039%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.047%, plus: +0.046%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.026%, plus: +0.013%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.818%, plus: +0.818%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.044%, plus: +0.243%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.704%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.061%, plus: +0.161%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.862%, plus: +1.862%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.014%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.364%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.025%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.014%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.345%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.015%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.019%, plus: +0.092%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.970%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.001%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.313%, plus: +0.313%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.880%, plus: -1.880%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.554%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.054%, plus: +0.395%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.043%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.370%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.029%, plus: -0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.889449e-02
+  - errors:
+    - {label: stat, symerror: +3.064%}
+    - asymerror: {minus: +0.283%, plus: -0.283%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.140%, plus: +5.140%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.022%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.734%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.113%, plus: +0.215%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.123%, plus: +0.122%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.064%, plus: +0.078%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.101%, plus: +1.101%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.011%, plus: +0.025%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.247%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.286%, plus: -0.251%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.142%, plus: +0.578%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.655%, plus: +2.655%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.031%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.016%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.041%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.061%, plus: -0.117%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.400%, plus: -0.552%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.318%, plus: +0.210%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.179%, plus: -0.156%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.106%, plus: -1.010%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.679%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.461%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.069%, plus: -0.078%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.387%, plus: -0.213%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.048%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.077%, plus: -3.077%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.419%, plus: +1.419%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.481%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.041%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.046%, plus: +0.333%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.178%, plus: -0.072%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.012%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.207%, plus: +0.189%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.565276e-02
+  - errors:
+    - {label: stat, symerror: +4.456%}
+    - asymerror: {minus: +2.227%, plus: -2.227%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.271%, plus: +2.271%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.351%, plus: -0.272%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.050%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.024%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.313%, plus: -0.346%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.174%, plus: +0.723%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.111%, plus: +0.110%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.092%, plus: +0.084%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.610%, plus: +1.610%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.189%, plus: -0.155%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.338%, plus: -0.473%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.377%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.107%, plus: +4.107%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.070%, plus: +0.069%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.172%, plus: -0.113%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.009%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.128%, plus: -0.209%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.267%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.188%, plus: -0.287%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.265%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.102%, plus: +0.416%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.132%, plus: -0.277%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.364%, plus: -0.208%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.045%, plus: -0.039%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.008%, plus: -0.161%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.288%, plus: -0.270%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.436%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.010%, plus: -0.669%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.113%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.455%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.937%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.322%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.330%, plus: +0.194%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.616%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.035%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.410%, plus: -0.345%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.028%, plus: -0.131%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.235%, plus: +0.514%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.216%, plus: -1.216%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.349%, plus: +2.349%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.498%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.045%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.363%, plus: +0.078%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.143%, plus: -0.199%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.285%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.028%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.801%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.070%, plus: -0.163%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.053%, plus: -0.052%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.712218e-02
+  - errors:
+    - {label: stat, symerror: +4.198%}
+    - asymerror: {minus: +2.697%, plus: -2.697%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.094%, plus: -4.094%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.072%, plus: +0.263%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.021%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.076%, plus: +0.077%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.159%, plus: +0.198%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.003%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.110%, plus: +0.107%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.175%, plus: +0.161%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.412%, plus: +1.412%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.209%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.023%, plus: -1.242%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.255%, plus: -0.047%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.169%, plus: +0.137%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.229%, plus: +4.229%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.058%, plus: +0.057%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.183%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.157%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.038%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.169%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.019%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.306%, plus: +0.138%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.027%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.021%, plus: -0.315%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.614%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.395%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.515%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.544%, plus: +0.024%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.678%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.110%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.100%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.150%, plus: +0.223%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.107%, plus: -0.976%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.120%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.028%, plus: -0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.157%, plus: +0.240%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.253%, plus: -0.195%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.058%, plus: -5.058%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.844%, plus: -0.844%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.882%, plus: +0.087%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.133%, plus: +0.133%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.091%, plus: +0.632%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.024%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.031%, plus: -0.100%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.106%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.152%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.328%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.008%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.289151e-03
+- header: {name: '1/SIG*DSIG/DCHI_TT (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.746343e-01
+   - value: 2.845395e-01
+   - value: 1.514276e-01
+   - value: 7.758995e-02
+   - value: 3.559214e-02
+   - value: 1.624948e-02
+   - value: 2.176697e-03
+independent_variables:
+- header: {name: 'CHI_TT', units: ''}
+  values:
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
+  - {high: 3.75, low: 2.5}
+  - {high: 5.4, low: 3.75}
+  - {high: 7.6, low: 5.4}
+  - {high: 10.0, low: 7.6}
+  - {high: 30.0, low: 10.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table600.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table600.yaml
new file mode 100644
index 0000000000..4e83a2dc74
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table600.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.436%}
+    - asymerror: {minus: -2.269%, plus: +2.269%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.926%, plus: -2.926%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.064%, plus: -0.111%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.301%, plus: +0.301%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.048%, plus: -0.301%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.689%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.765%, plus: +0.778%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.259%, plus: -0.256%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.946%, plus: +0.946%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.951%, plus: +0.436%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.053%, plus: -0.104%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.313%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.033%, plus: +2.033%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.014%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.535%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.018%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.168%, plus: +0.168%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.080%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.086%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.157%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.208%, plus: -0.169%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.000%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.569%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.796%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.649%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.122%, plus: -0.740%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.385%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.458%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.037%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.604%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.800%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.451%, plus: -1.725%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.017%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.031%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.044%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.177%, plus: +0.177%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.772%, plus: -6.772%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.615%, plus: -1.561%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.103%, plus: +0.103%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.366%, plus: +0.366%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.313%, plus: -0.728%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.145%, plus: -0.146%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.066%, plus: +0.052%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.016%, plus: -0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.318%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.046%, plus: -1.055%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.011%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.313%, plus: +0.312%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.927885e-06
+  - errors:
+    - {label: stat, symerror: +3.405%}
+    - asymerror: {minus: -1.970%, plus: +1.970%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -16.625%, plus: +16.625%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.158%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.228%, plus: +0.228%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.165%, plus: -0.066%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.110%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.358%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.312%, plus: +0.314%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.085%, plus: -0.124%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.158%, plus: +1.158%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.381%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +1.036%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.492%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.463%, plus: -0.129%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.919%, plus: +2.919%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.170%, plus: +0.169%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.361%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.132%, plus: -0.131%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.228%, plus: +0.229%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.003%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.100%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.065%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.009%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.510%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.040%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.268%, plus: -0.038%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.967%, plus: -0.537%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.585%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.495%, plus: -0.345%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.677%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.605%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +2.072%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.656%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.461%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.379%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.419%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.069%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.987%, plus: -0.987%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.156%, plus: +0.156%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.106%, plus: -0.437%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.191%, plus: +0.192%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.192%, plus: +0.192%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.958%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.193%, plus: -0.194%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.051%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.221%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.691%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.014%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.188%, plus: +0.187%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.331983e-07
+  - errors:
+    - {label: stat, symerror: +5.247%}
+    - asymerror: {minus: -3.785%, plus: +3.785%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.742%, plus: +3.742%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.425%, plus: +0.426%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.117%, plus: +0.117%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.103%, plus: +0.103%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.932%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.263%, plus: +0.277%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.200%, plus: +0.201%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.074%, plus: -0.090%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.257%, plus: +1.257%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.958%, plus: +0.650%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.300%, plus: +0.076%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.225%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.924%, plus: +3.924%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.255%, plus: +0.251%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.472%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.195%, plus: -0.193%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.258%, plus: +0.259%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.055%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.161%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.047%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.769%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.248%, plus: -1.327%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.838%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.427%, plus: -1.343%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.641%, plus: -2.761%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.487%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.159%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.838%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.901%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.813%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.591%, plus: -0.014%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.430%, plus: +0.615%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.258%, plus: -0.303%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.907%, plus: -4.907%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.012%, plus: -5.012%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.920%, plus: -1.296%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.476%, plus: +0.478%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.163%, plus: +0.163%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.298%, plus: +0.298%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.449%, plus: -0.652%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.347%, plus: -0.348%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.227%, plus: -0.679%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.228%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.843073e-08
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.319146e-06
+   - value: 4.093465e-07
+   - value: 2.314376e-08
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 115.0, low: 0.0}
+  - {high: 245.0, low: 115.0}
+  - {high: 1000.0, low: 245.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table601.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table601.yaml
new file mode 100644
index 0000000000..c4cda1a49a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table601.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 970.0 GeV < TT_M < 1315.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.476%}
+    - asymerror: {minus: -5.484%, plus: +5.484%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.002%, plus: -3.002%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.495%, plus: +0.496%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.045%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.658%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.418%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.873%, plus: +0.885%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.342%, plus: -0.347%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.267%, plus: +1.267%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.525%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.620%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.024%, plus: -0.232%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.112%, plus: +0.135%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.224%, plus: +2.224%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.079%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.644%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.177%, plus: -0.175%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.298%, plus: +0.299%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.057%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.093%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.291%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.104%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.320%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.040%, plus: -0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.742%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.184%, plus: -0.795%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.615%, plus: +0.036%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.420%, plus: -0.499%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.134%, plus: +0.159%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.533%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.805%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.119%, plus: -0.796%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.136%, plus: +0.099%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +4.453%, plus: -1.877%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.803%, plus: +0.578%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.053%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.311%, plus: -0.636%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.610%, plus: -0.610%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.170%, plus: -8.170%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.116%, plus: -1.419%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.149%, plus: +0.149%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.520%, plus: +0.520%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.357%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.472%, plus: -0.471%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.096%, plus: -0.368%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.545%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.403%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.412%, plus: +0.411%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.810853e-07
+  - errors:
+    - {label: stat, symerror: +6.470%}
+    - asymerror: {minus: +1.204%, plus: -1.204%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -21.103%, plus: +21.103%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.051%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.482%, plus: +0.483%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.117%, plus: +0.118%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.080%, plus: +0.080%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.158%, plus: -0.185%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.403%, plus: +0.158%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.361%, plus: +0.743%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.507%, plus: +0.511%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.194%, plus: -0.213%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.816%, plus: +1.816%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.331%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.482%, plus: +0.282%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.248%, plus: -0.059%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.581%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.943%, plus: +3.943%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.099%, plus: +0.098%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.260%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.298%, plus: -0.294%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.332%, plus: +0.333%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.135%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.036%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.344%, plus: +0.233%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.314%, plus: -0.385%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.068%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.045%, plus: -0.077%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.258%, plus: -0.504%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.599%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.063%, plus: -0.884%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.227%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.022%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +2.434%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.648%, plus: +0.043%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.427%, plus: -0.841%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.979%, plus: -0.242%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.134%, plus: +0.275%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.378%, plus: -0.556%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.726%, plus: -2.726%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.061%, plus: -1.061%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.259%, plus: -1.196%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.280%, plus: +0.280%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.125%, plus: +0.125%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.409%, plus: +0.409%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.039%, plus: -0.172%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.506%, plus: -0.506%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.334%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.398%, plus: -0.424%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.719%, plus: +0.679%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.559%, plus: +0.442%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.097%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.253%, plus: +0.253%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.213005e-08
+  - errors:
+    - {label: stat, symerror: +10.831%}
+    - asymerror: {minus: -3.946%, plus: +3.946%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.934%, plus: +2.934%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.611%, plus: +0.613%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.177%, plus: +0.177%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.115%, plus: +0.115%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.147%, plus: -0.179%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.023%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.665%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.473%, plus: +0.478%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.118%, plus: -0.146%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.957%, plus: +1.957%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.579%, plus: +0.161%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.358%, plus: -0.012%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.517%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.645%, plus: +0.380%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.711%, plus: +5.711%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.159%, plus: +0.156%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.593%, plus: -0.494%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.267%, plus: -0.264%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.321%, plus: +0.323%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.007%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.130%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.048%, plus: +0.221%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.360%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.254%, plus: +0.218%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.251%, plus: -0.250%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.223%, plus: -0.320%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.224%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.619%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.471%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.618%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.543%, plus: -1.015%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.295%, plus: -0.674%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.311%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.009%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +1.122%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.001%, plus: -0.224%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.370%, plus: +1.379%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.024%, plus: +4.346%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.176%, plus: +0.983%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.418%, plus: -0.741%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.370%, plus: -1.370%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.577%, plus: -7.577%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.719%, plus: +0.316%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.039%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.766%, plus: +0.769%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.276%, plus: +0.276%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.316%, plus: +0.316%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.484%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.609%, plus: -0.609%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.303%, plus: -0.283%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.242%, plus: -0.272%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.620%, plus: +0.552%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.301%, plus: +1.892%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.047%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.251%, plus: +0.250%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.526998e-09
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 970.0 GeV < TT_M < 1315.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.365400e-07
+   - value: 4.885323e-08
+   - value: 3.844590e-09
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 155.0, low: 0.0}
+  - {high: 305.0, low: 155.0}
+  - {high: 1000.0, low: 305.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table602.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table602.yaml
new file mode 100644
index 0000000000..b37f15d8b4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table602.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 1315.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +7.122%}
+    - asymerror: {minus: -1.189%, plus: +1.189%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.019%, plus: -2.019%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.087%, plus: +0.366%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.443%, plus: +0.442%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.060%, plus: +0.061%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.310%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.680%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.091%, plus: +0.220%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.883%, plus: +0.894%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.345%, plus: -0.372%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.458%, plus: +2.458%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.585%, plus: +0.888%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.889%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.315%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.265%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.024%, plus: +3.024%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.098%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.728%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.262%, plus: -0.258%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.315%, plus: +0.316%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.094%, plus: +0.265%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.112%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.179%, plus: +0.372%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.384%, plus: -0.370%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.035%, plus: +0.223%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.036%, plus: -0.037%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.103%, plus: -0.030%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.017%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.642%, plus: -0.131%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.622%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.440%, plus: -0.080%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.396%, plus: -0.733%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.134%, plus: +0.366%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.344%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.753%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.246%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.148%, plus: +0.942%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.114%, plus: -0.906%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +6.690%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.582%, plus: +1.073%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.648%, plus: -0.359%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.328%, plus: -3.328%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.813%, plus: -3.813%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.376%, plus: -0.054%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.256%, plus: +0.256%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.056%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.764%, plus: +0.764%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.564%, plus: +0.478%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.582%, plus: -0.581%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.307%, plus: -0.534%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.472%, plus: -0.408%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.602%, plus: +0.562%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.803%, plus: +0.991%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.035%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.386%, plus: +0.386%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.408649e-08
+  - errors:
+    - {label: stat, symerror: +14.293%}
+    - asymerror: {minus: +6.699%, plus: -6.699%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -16.043%, plus: +16.043%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.270%, plus: +0.608%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.559%, plus: +0.560%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.152%, plus: +0.153%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.108%, plus: +0.108%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.448%, plus: +1.069%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.885%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.670%, plus: +0.676%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.063%, plus: -0.088%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -3.755%, plus: +3.755%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.020%, plus: +0.598%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.026%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.706%, plus: +0.127%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.432%, plus: +0.261%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.588%, plus: +6.588%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.067%, plus: +0.066%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.092%, plus: +0.034%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.361%, plus: -0.358%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.321%, plus: +0.322%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.357%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.116%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.193%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.488%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.330%, plus: +0.239%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.119%, plus: -0.120%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.427%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.238%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.217%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.606%, plus: +0.208%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +1.127%, plus: -0.557%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.057%, plus: +0.885%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +2.400%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.423%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.009%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +3.141%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.057%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +2.248%, plus: -1.158%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.144%, plus: -0.391%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -8.347%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.986%, plus: +1.254%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.785%, plus: -0.743%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.020%, plus: +1.020%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.750%, plus: -11.750%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.793%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.333%, plus: +0.333%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.158%, plus: +0.159%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.488%, plus: +0.488%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.359%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.574%, plus: -0.576%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.972%, plus: +1.419%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.531%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.437%, plus: +0.828%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.482%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.150%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.187%, plus: +0.186%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.217684e-09
+  - errors:
+    - {label: stat, symerror: +25.080%}
+    - asymerror: {minus: -1.100%, plus: +1.100%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.922%, plus: -1.922%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.671%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.465%, plus: +0.466%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.059%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.693%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.953%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.783%, plus: -0.525%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.592%, plus: +0.597%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.221%, plus: -0.273%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -3.251%, plus: +3.251%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.030%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.972%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.248%, plus: -1.396%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.682%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -9.149%, plus: +9.149%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.120%, plus: +0.117%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.175%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.297%, plus: -0.294%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.316%, plus: +0.317%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.892%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.681%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.805%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.285%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.494%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.869%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.564%, plus: -0.564%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.761%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.096%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.152%, plus: -0.857%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.222%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.589%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.096%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.641%, plus: -3.968%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.114%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.855%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.822%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.336%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.492%, plus: +0.093%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.023%, plus: +0.771%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.056%, plus: -0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.629%, plus: +1.162%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.786%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.271%, plus: -1.018%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.919%, plus: +3.919%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.440%, plus: -8.440%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.614%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.270%, plus: +0.270%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.469%, plus: +0.496%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.363%, plus: +0.365%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.623%, plus: +0.623%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.964%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.517%, plus: -0.520%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.582%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.366%, plus: -0.786%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.808%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.860%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.876%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.223%, plus: +0.222%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.004598e-10
+- header: {name: '1/SIG*D2SIG/DTT_PT/DTT_M ( 1315.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.617644e-08
+   - value: 2.232728e-09
+   - value: 2.300423e-10
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 185.0, low: 0.0}
+  - {high: 350.0, low: 185.0}
+  - {high: 1000.0, low: 350.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table603.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table603.yaml
new file mode 100644
index 0000000000..355705e812
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table603.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.451020e-14}
+  - {value: -1.376122e-14}
+  - {value: -5.675510e-16}
+  - {value: -1.376122e-14}
+  - {value: 1.251633e-14}
+  - {value: 2.459184e-16}
+  - {value: -5.675510e-16}
+  - {value: 2.459184e-16}
+  - {value: 3.220408e-17}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 110.00, low: 0.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 1000.00, low: 250.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table604.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table604.yaml
new file mode 100644
index 0000000000..d392ad4eb6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table604.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.494709e-15}
+  - {value: -8.031746e-15}
+  - {value: -5.044974e-17}
+  - {value: -2.800529e-15}
+  - {value: 1.235979e-15}
+  - {value: 1.003704e-16}
+  - {value: -1.039153e-16}
+  - {value: -3.019048e-17}
+  - {value: 5.677249e-18}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 1000.00, low: 245.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table605.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table605.yaml
new file mode 100644
index 0000000000..3d89fba2de
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table605.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.366255e-14}
+  - {value: 1.445816e-16}
+  - {value: 1.247599e-16}
+  - {value: 1.445816e-16}
+  - {value: 8.338820e-16}
+  - {value: 3.021948e-17}
+  - {value: 1.247599e-16}
+  - {value: 3.021948e-17}
+  - {value: 4.748971e-18}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 1000.00, low: 245.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table606.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table606.yaml
new file mode 100644
index 0000000000..2879ffd1d0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table606.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -3.466253e-16}
+  - {value: -1.285300e-15}
+  - {value: -1.288199e-17}
+  - {value: -1.171843e-16}
+  - {value: -1.498551e-17}
+  - {value: 1.982609e-18}
+  - {value: -2.336646e-17}
+  - {value: -5.279503e-18}
+  - {value: 4.807453e-19}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table607.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table607.yaml
new file mode 100644
index 0000000000..391687b203
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table607.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.355878e-15}
+  - {value: -7.792807e-17}
+  - {value: 2.455180e-17}
+  - {value: 1.418143e-16}
+  - {value: 3.047772e-17}
+  - {value: 3.085346e-18}
+  - {value: 3.864734e-17}
+  - {value: 4.268384e-18}
+  - {value: 5.120773e-19}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table608.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table608.yaml
new file mode 100644
index 0000000000..8420aedcfd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table608.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.919345e-16}
+  - {value: 3.038857e-17}
+  - {value: 6.985927e-18}
+  - {value: 3.038857e-17}
+  - {value: 1.571099e-17}
+  - {value: 6.396975e-19}
+  - {value: 6.985927e-18}
+  - {value: 6.396975e-19}
+  - {value: 3.243016e-19}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table609.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table609.yaml
new file mode 100644
index 0000000000..7a2f1a6564
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table609.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.495125e-17}
+  - {value: -3.777872e-17}
+  - {value: -6.214498e-19}
+  - {value: -2.274693e-17}
+  - {value: -1.283595e-18}
+  - {value: 9.597287e-19}
+  - {value: -1.580331e-19}
+  - {value: -9.478593e-19}
+  - {value: -1.455702e-20}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table61.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table61.yaml
new file mode 100644
index 0000000000..22b84280e8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table61.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.194000e-04}
+  - {value: -3.021000e-05}
+  - {value: -5.192000e-06}
+  - {value: -3.904000e-06}
+  - {value: -2.342000e-05}
+  - {value: -2.821000e-06}
+  - {value: -4.138000e-07}
+  - {value: -3.021000e-05}
+  - {value: 4.709000e-05}
+  - {value: -1.275000e-05}
+  - {value: 1.328000e-06}
+  - {value: -1.383000e-06}
+  - {value: -1.463000e-06}
+  - {value: -5.842000e-07}
+  - {value: -5.192000e-06}
+  - {value: -1.275000e-05}
+  - {value: 1.710000e-05}
+  - {value: -3.091000e-06}
+  - {value: -5.126000e-07}
+  - {value: -2.208000e-07}
+  - {value: 3.621000e-08}
+  - {value: -3.904000e-06}
+  - {value: 1.328000e-06}
+  - {value: -3.091000e-06}
+  - {value: 1.118000e-05}
+  - {value: -3.672000e-06}
+  - {value: -1.849000e-06}
+  - {value: -7.227000e-08}
+  - {value: -2.342000e-05}
+  - {value: -1.383000e-06}
+  - {value: -5.126000e-07}
+  - {value: -3.672000e-06}
+  - {value: 7.454000e-06}
+  - {value: 9.394000e-07}
+  - {value: 5.693000e-08}
+  - {value: -2.821000e-06}
+  - {value: -1.463000e-06}
+  - {value: -2.208000e-07}
+  - {value: -1.849000e-06}
+  - {value: 9.394000e-07}
+  - {value: 1.781000e-06}
+  - {value: -7.065000e-09}
+  - {value: -4.138000e-07}
+  - {value: -5.842000e-07}
+  - {value: 3.621000e-08}
+  - {value: -7.227000e-08}
+  - {value: 5.693000e-08}
+  - {value: -7.065000e-09}
+  - {value: 3.784000e-08}
+independent_variables:
+- header: {name: 'CHI_TT'}
+  values:
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+- header: {name: 'CHI_TT'}
+  values:
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table610.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table610.yaml
new file mode 100644
index 0000000000..f3d9ac27d6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table610.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.111771e-16}
+  - {value: 9.939554e-18}
+  - {value: 1.164304e-18}
+  - {value: 2.543137e-17}
+  - {value: 1.752720e-18}
+  - {value: 4.011430e-19}
+  - {value: 2.609078e-18}
+  - {value: -7.396417e-20}
+  - {value: 7.064513e-21}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table611.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table611.yaml
new file mode 100644
index 0000000000..21de3b724d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table611.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.619748e-17}
+  - {value: 2.294758e-18}
+  - {value: 3.232271e-19}
+  - {value: 6.493786e-18}
+  - {value: 1.504494e-19}
+  - {value: 6.873952e-20}
+  - {value: 4.642842e-19}
+  - {value: 2.318841e-22}
+  - {value: 5.010966e-21}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table612.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table612.yaml
new file mode 100644
index 0000000000..f176db066e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table612.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.747581e-18}
+  - {value: -5.018975e-20}
+  - {value: 6.709577e-21}
+  - {value: -5.018975e-20}
+  - {value: 2.874024e-19}
+  - {value: 4.441353e-21}
+  - {value: 6.709577e-21}
+  - {value: 4.441353e-21}
+  - {value: 3.160017e-21}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table613.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table613.yaml
new file mode 100644
index 0000000000..bbac45042c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table613.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.883%}
+    - asymerror: {minus: -2.486%, plus: +2.486%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.854%, plus: -8.854%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.173%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.431%, plus: +0.431%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.167%, plus: -0.167%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.200%, plus: +0.342%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.600%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.202%, plus: -1.191%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.247%, plus: +1.246%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.767%, plus: +0.767%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.095%, plus: -3.029%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.093%, plus: -0.217%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.761%, plus: +0.988%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.469%, plus: +2.469%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.738%, plus: +0.741%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.372%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.869%, plus: +1.888%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.388%, plus: -0.387%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.055%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.112%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.038%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.343%, plus: -0.339%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.053%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.506%, plus: +0.397%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.367%, plus: +0.050%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.636%, plus: +0.158%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.749%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.831%, plus: +0.400%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.729%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.010%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.208%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.334%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.225%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.522%, plus: -2.882%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.324%, plus: -0.194%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.102%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.137%, plus: -4.137%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.670%, plus: -4.670%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.535%, plus: +4.162%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.205%, plus: +0.205%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.485%, plus: +0.485%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.481%, plus: +1.467%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.283%, plus: -0.283%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.082%, plus: -0.036%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.445%, plus: -0.192%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.383%, plus: +3.908%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.058%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.345%, plus: +0.346%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.743283e-03
+  - errors:
+    - {label: stat, symerror: +2.058%}
+    - asymerror: {minus: +0.605%, plus: -0.605%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -11.885%, plus: +11.885%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.103%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.427%, plus: +0.428%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.199%, plus: +0.478%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.176%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.238%, plus: -0.741%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.567%, plus: -1.556%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.258%, plus: +1.239%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.697%, plus: +0.697%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.311%, plus: +0.114%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.072%, plus: -2.934%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.258%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.590%, plus: +0.526%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.063%, plus: +3.063%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.773%, plus: +0.774%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.726%, plus: +1.743%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.308%, plus: -0.307%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.152%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.465%, plus: -0.212%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.448%, plus: +0.744%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.028%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.016%, plus: +0.141%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.707%, plus: +0.056%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.031%, plus: +0.189%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.008%, plus: -0.046%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.148%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.226%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.256%, plus: -0.162%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.149%, plus: +0.057%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.200%, plus: -2.405%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.153%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.310%, plus: -0.205%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.449%, plus: -0.449%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.274%, plus: -0.274%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.435%, plus: +3.676%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.227%, plus: +0.225%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.351%, plus: +0.351%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.546%, plus: +1.516%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.291%, plus: -0.290%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.288%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.368%, plus: +3.323%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.294%, plus: +0.294%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.106932e-03
+  - errors:
+    - {label: stat, symerror: +3.445%}
+    - asymerror: {minus: -5.996%, plus: +5.996%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.023%, plus: +1.023%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.377%, plus: +0.378%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.393%, plus: +0.394%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.132%, plus: +0.008%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.298%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.116%, plus: -0.405%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.692%, plus: -1.680%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.143%, plus: +1.087%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.942%, plus: +0.942%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.110%, plus: +0.130%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.580%, plus: -1.942%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.238%, plus: +0.152%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.823%, plus: +0.986%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.989%, plus: +4.989%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.068%, plus: +1.072%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.428%, plus: +0.462%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.601%, plus: +1.616%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.211%, plus: -0.211%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.169%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.118%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.197%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.109%, plus: -0.220%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.141%, plus: +0.059%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.015%, plus: -0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.683%, plus: +0.138%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.393%, plus: -0.562%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.547%, plus: +0.309%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.474%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.718%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.520%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.268%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.280%, plus: -0.613%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.489%, plus: -0.416%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.022%, plus: -6.565%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.099%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.013%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.007%, plus: -4.007%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.520%, plus: -4.520%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.747%, plus: +2.688%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.399%, plus: +0.400%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.383%, plus: +0.383%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.797%, plus: +1.260%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.329%, plus: -0.329%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.076%, plus: -0.303%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.940%, plus: +2.595%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.057%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.185%, plus: +0.185%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.175294e-05
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.918899e-03
+   - value: 1.049843e-03
+   - value: 4.182074e-05
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 110.0, low: 0.0}
+  - {high: 250.0, low: 110.0}
+  - {high: 1000.0, low: 250.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table614.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table614.yaml
new file mode 100644
index 0000000000..981b122ced
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table614.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.912%}
+    - asymerror: {minus: -4.846%, plus: +4.846%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.366%, plus: -8.366%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.094%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.398%, plus: +0.398%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.472%, plus: +0.474%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.176%, plus: -0.176%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.147%, plus: +0.019%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.711%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.761%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.398%, plus: -0.393%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.958%, plus: +0.947%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.740%, plus: +0.740%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.120%, plus: +0.032%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.977%, plus: -2.514%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.166%, plus: -0.267%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.891%, plus: +0.581%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.955%, plus: +0.955%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.770%, plus: +0.772%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.851%, plus: +1.868%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.175%, plus: -0.175%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.085%, plus: -0.229%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.116%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.176%, plus: -0.228%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.079%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.259%, plus: +0.249%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.975%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.758%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.437%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.365%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.846%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.284%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.006%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.083%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.891%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.349%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.459%, plus: -4.730%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.077%, plus: -0.139%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.112%, plus: -0.133%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.510%, plus: -3.510%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.247%, plus: -11.247%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.824%, plus: +2.247%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.337%, plus: +0.338%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.883%, plus: +0.883%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.130%, plus: +0.667%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.464%, plus: -0.463%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.059%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.035%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.354%, plus: +2.624%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.686%, plus: +0.688%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.718778e-03
+  - errors:
+    - {label: stat, symerror: +2.970%}
+    - asymerror: {minus: -4.539%, plus: +4.539%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.090%, plus: +10.090%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.000%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.325%, plus: +0.325%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.030%, plus: +0.255%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.361%, plus: -0.094%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.857%, plus: -0.851%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.129%, plus: +1.080%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.965%, plus: +0.965%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.322%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.069%, plus: -1.933%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.327%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.288%, plus: +0.767%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.108%, plus: +2.108%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.925%, plus: +0.929%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.653%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.703%, plus: +1.718%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.034%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.081%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.269%, plus: -0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.042%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.457%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.025%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.450%, plus: -0.498%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.213%, plus: +0.238%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.280%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.960%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.293%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.469%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.180%, plus: -0.176%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.387%, plus: -2.646%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.345%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.006%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.631%, plus: -4.631%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.652%, plus: -4.652%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.349%, plus: +3.414%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.425%, plus: +0.427%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.708%, plus: +0.708%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.494%, plus: +1.875%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.512%, plus: -0.511%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.025%, plus: -0.124%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.007%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.883%, plus: +4.435%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.031%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.561%, plus: +0.563%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.970581e-04
+  - errors:
+    - {label: stat, symerror: +5.044%}
+    - asymerror: {minus: -6.400%, plus: +6.400%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.071%, plus: -2.071%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.189%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.522%, plus: +0.524%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.552%, plus: +0.554%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.358%, plus: +0.131%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.954%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.159%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.970%, plus: -0.964%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.140%, plus: +1.115%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.120%, plus: +1.120%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.032%, plus: +0.145%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.970%, plus: -2.306%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.187%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.524%, plus: +0.901%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.441%, plus: +3.441%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.009%, plus: +1.012%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.466%, plus: +0.081%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.641%, plus: +1.654%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.095%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.028%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.325%, plus: -0.427%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.082%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.079%, plus: -0.079%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.526%, plus: +0.284%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.174%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.289%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.626%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.084%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.030%, plus: -3.211%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.313%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.125%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.196%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.187%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.362%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.543%, plus: -3.071%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.220%, plus: +0.483%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.075%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.327%, plus: -0.304%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.407%, plus: -8.407%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.571%, plus: -9.571%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.529%, plus: +2.522%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.709%, plus: +0.714%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.137%, plus: +0.137%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.815%, plus: +0.815%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.996%, plus: +0.744%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.666%, plus: -0.665%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.305%, plus: -0.698%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.617%, plus: +3.758%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.502%, plus: +0.503%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.643165e-05
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.932561e-03
+   - value: 3.411113e-04
+   - value: 1.928585e-05
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 115.0, low: 0.0}
+  - {high: 245.0, low: 115.0}
+  - {high: 1000.0, low: 245.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table615.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table615.yaml
new file mode 100644
index 0000000000..b4db943719
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table615.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 970.0 GeV < TT_M < 1315.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.174%}
+    - asymerror: {minus: -8.141%, plus: +8.141%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.437%, plus: -8.437%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.412%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.592%, plus: +0.593%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.523%, plus: +0.524%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.456%, plus: +0.069%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.680%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.037%, plus: -1.021%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.289%, plus: -0.287%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.876%, plus: +0.855%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.138%, plus: +1.138%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.584%, plus: +0.078%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.446%, plus: -3.540%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.137%, plus: -0.395%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.859%, plus: +1.032%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.190%, plus: +1.190%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.678%, plus: +0.681%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.355%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.659%, plus: +1.673%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.103%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.019%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.272%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.074%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.013%, plus: -0.495%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.164%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.746%, plus: +0.245%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.024%, plus: -0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.015%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.147%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.757%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.403%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.072%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.740%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.321%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.622%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.127%, plus: -1.082%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.454%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +6.480%, plus: -4.877%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.593%, plus: +0.446%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.379%, plus: -0.638%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.268%, plus: -4.268%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.578%, plus: -12.578%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.305%, plus: +2.394%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.383%, plus: +0.384%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.038%, plus: +1.038%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.790%, plus: +1.052%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.792%, plus: -0.788%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.270%, plus: -0.010%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.139%, plus: -0.353%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.192%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.753%, plus: +3.749%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.036%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.785%, plus: +0.788%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.505975e-04
+  - errors:
+    - {label: stat, symerror: +6.323%}
+    - asymerror: {minus: -1.285%, plus: +1.285%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -14.317%, plus: +14.317%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.209%, plus: +0.292%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.579%, plus: +0.580%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.552%, plus: +0.555%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.037%, plus: +0.135%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.425%, plus: +0.224%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.700%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.660%, plus: -0.656%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.022%, plus: +0.991%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.732%, plus: +1.732%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.459%, plus: -2.664%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.361%, plus: -0.222%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.214%, plus: +0.311%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.470%, plus: +3.470%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.854%, plus: +0.858%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.050%, plus: +0.030%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.540%, plus: +1.552%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.180%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.076%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.326%, plus: +0.296%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.284%, plus: -0.372%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.378%, plus: -0.174%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.118%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.054%, plus: -0.053%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.235%, plus: +0.428%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.041%, plus: -0.077%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.198%, plus: +0.171%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.466%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.624%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.382%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.875%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.608%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.582%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.640%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.412%, plus: -1.390%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +4.977%, plus: -3.292%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.925%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.446%, plus: -0.557%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.307%, plus: -6.307%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +5.810%, plus: -5.810%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.167%, plus: +2.626%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.514%, plus: +0.515%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.926%, plus: +0.926%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.400%, plus: +1.231%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.826%, plus: -0.822%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.090%, plus: -0.354%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.441%, plus: -0.408%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.366%, plus: +0.510%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.904%, plus: +4.177%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.141%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.626%, plus: +0.628%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.756043e-05
+  - errors:
+    - {label: stat, symerror: +10.736%}
+    - asymerror: {minus: -6.565%, plus: +6.565%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.834%, plus: -2.834%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.140%, plus: +0.226%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.707%, plus: +0.711%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.612%, plus: +0.614%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.048%, plus: +0.140%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.959%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.314%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.693%, plus: -0.690%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.096%, plus: +1.059%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.875%, plus: +1.875%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.637%, plus: +0.248%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.324%, plus: -2.950%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.631%, plus: -0.040%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.388%, plus: +1.281%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.383%, plus: +5.383%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.914%, plus: +0.916%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.599%, plus: -0.204%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.571%, plus: +1.582%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.053%, plus: +0.250%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.019%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.030%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.330%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.079%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.029%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.252%, plus: -0.251%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.244%, plus: +0.097%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.225%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.043%, plus: +0.219%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.035%, plus: -0.756%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.134%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.537%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.992%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.757%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.009%, plus: -0.512%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.386%, plus: +0.818%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.156%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.967%, plus: +0.850%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.095%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.486%, plus: -0.742%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.001%, plus: -5.001%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.013%, plus: -12.013%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.112%, plus: +4.196%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.998%, plus: +1.005%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.250%, plus: +0.250%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.833%, plus: +0.833%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.916%, plus: +1.115%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.929%, plus: -0.925%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.381%, plus: -0.302%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.286%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.267%, plus: +0.384%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.621%, plus: +5.681%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.092%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.624%, plus: +0.626%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.144444e-06
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 970.0 GeV < TT_M < 1315.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.804411e-04
+   - value: 4.070974e-05
+   - value: 3.203724e-06
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 155.0, low: 0.0}
+  - {high: 305.0, low: 155.0}
+  - {high: 1000.0, low: 305.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table616.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table616.yaml
new file mode 100644
index 0000000000..de1275aed1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table616.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 1315.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +7.021%}
+    - asymerror: {minus: -3.738%, plus: +3.738%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.509%, plus: -7.509%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.244%, plus: +0.544%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.539%, plus: +0.540%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.631%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.702%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.216%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.279%, plus: -0.279%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.872%, plus: +0.830%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.410%, plus: +2.410%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.643%, plus: +0.976%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.871%, plus: -2.342%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.428%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.011%, plus: +0.853%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.356%, plus: +2.356%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.659%, plus: +0.661%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.734%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.575%, plus: +1.588%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.140%, plus: +0.330%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.001%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.161%, plus: +0.434%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.354%, plus: -0.357%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.540%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.086%, plus: +0.322%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.364%, plus: +0.387%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.231%, plus: -0.107%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.189%, plus: +0.661%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.094%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.740%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.505%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.140%, plus: +0.651%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.099%, plus: -1.454%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.428%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.372%, plus: +0.940%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.066%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.717%, plus: -0.360%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.886%, plus: -6.886%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.430%, plus: -8.430%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.089%, plus: +3.812%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.489%, plus: +0.491%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.283%, plus: +1.283%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.994%, plus: +1.891%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.902%, plus: -0.897%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.385%, plus: -0.553%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.516%, plus: -0.393%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.250%, plus: +0.393%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.174%, plus: +4.746%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.079%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.759%, plus: +0.762%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.255860e-05
+  - errors:
+    - {label: stat, symerror: +14.194%}
+    - asymerror: {minus: +4.348%, plus: -4.348%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.540%, plus: +9.540%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.427%, plus: +0.787%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.656%, plus: +0.658%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.587%, plus: +0.591%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.040%, plus: +0.528%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.469%, plus: +1.135%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.425%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.495%, plus: -0.494%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.152%, plus: +1.117%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -3.703%, plus: +3.703%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.079%, plus: +0.685%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.900%, plus: -3.250%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.594%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.177%, plus: +1.160%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.194%, plus: +6.194%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.823%, plus: +0.825%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.086%, plus: +0.326%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.478%, plus: +1.487%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.422%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.228%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.248%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.163%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.653%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.380%, plus: +0.338%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.120%, plus: -0.121%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.222%, plus: +0.847%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.253%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.214%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.013%, plus: +0.232%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.609%, plus: -0.519%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.835%, plus: +0.675%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +2.335%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.807%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.887%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +2.256%, plus: -1.443%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.128%, plus: -0.942%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.235%, plus: -11.149%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.777%, plus: +1.120%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.200%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.853%, plus: -0.744%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.698%, plus: -2.698%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +15.987%, plus: -15.987%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.465%, plus: +3.044%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.566%, plus: +0.568%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.132%, plus: +0.133%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.005%, plus: +1.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.574%, plus: +1.042%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.894%, plus: -0.892%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.895%, plus: +1.399%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.575%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.084%, plus: +0.659%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.829%, plus: +3.315%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.194%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.560%, plus: +0.561%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.977144e-06
+  - errors:
+    - {label: stat, symerror: +25.041%}
+    - asymerror: {minus: -3.647%, plus: +3.647%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.418%, plus: -7.418%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.828%, plus: +0.227%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.562%, plus: +0.563%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.497%, plus: +0.496%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.887%, plus: +0.238%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.889%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.803%, plus: -1.950%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.573%, plus: -0.572%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.995%, plus: +0.930%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -3.205%, plus: +3.205%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.088%, plus: +0.024%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.413%, plus: -4.852%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.361%, plus: -1.558%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.286%, plus: +0.208%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.903%, plus: +8.903%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.875%, plus: +0.876%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.888%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.541%, plus: +1.551%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.937%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.780%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.787%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.255%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.802%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.920%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.565%, plus: -0.565%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.797%, plus: +0.327%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.752%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.099%, plus: +0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.833%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.728%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.794%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.538%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.030%, plus: -4.413%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -5.865%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.404%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.507%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.310%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.042%, plus: -0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.422%, plus: +1.029%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.861%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.339%, plus: -1.019%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.094%, plus: +0.094%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +12.835%, plus: -12.835%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.824%, plus: +2.192%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.249%, plus: +0.249%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.104%, plus: +0.105%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.702%, plus: +0.732%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.337%, plus: +0.338%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.142%, plus: +1.142%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.388%, plus: +1.412%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.837%, plus: -0.836%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.088%, plus: -0.602%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.409%, plus: -0.770%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.456%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.160%, plus: +3.489%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.920%, plus: +0.215%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.596%, plus: +0.598%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.787170e-07
+- header: {name: 'D2SIG/DTT_PT/DTT_M ( 1315.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.347994e-05
+   - value: 1.860548e-06
+   - value: 1.916958e-07
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV'}
+  values:
+  - {high: 185.0, low: 0.0}
+  - {high: 350.0, low: 185.0}
+  - {high: 1000.0, low: 350.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table617.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table617.yaml
new file mode 100644
index 0000000000..464867314e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table617.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.920408e-06}
+  - {value: 2.436735e-07}
+  - {value: 9.438776e-09}
+  - {value: 2.436735e-07}
+  - {value: 2.691837e-08}
+  - {value: 8.889796e-10}
+  - {value: 9.438776e-09}
+  - {value: 8.889796e-10}
+  - {value: 5.373469e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 110.00, low: 0.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 1000.00, low: 250.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table618.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table618.yaml
new file mode 100644
index 0000000000..7f7882c0f9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table618.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.841270e-07}
+  - {value: 4.674074e-08}
+  - {value: 2.013228e-09}
+  - {value: 7.174603e-08}
+  - {value: 6.195767e-09}
+  - {value: 2.905820e-10}
+  - {value: 4.894180e-09}
+  - {value: 3.969312e-10}
+  - {value: 2.102646e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 1000.00, low: 245.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table619.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table619.yaml
new file mode 100644
index 0000000000..98b905fd9b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table619.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.371331e-07}
+  - {value: 1.545953e-08}
+  - {value: 1.111797e-09}
+  - {value: 1.545953e-08}
+  - {value: 2.251029e-09}
+  - {value: 1.474623e-10}
+  - {value: 1.111797e-09}
+  - {value: 1.474623e-10}
+  - {value: 1.237449e-11}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 1000.00, low: 245.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table62.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table62.yaml
new file mode 100644
index 0000000000..dad142ad97
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table62.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: 'DSIG/DCHI_TT (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.539%}
+    - asymerror: {minus: -2.436%, plus: +2.436%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.650%, plus: +0.650%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.200%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.293%, plus: +0.294%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.422%, plus: +0.423%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.115%, plus: -0.115%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.316%, plus: +0.161%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.409%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.062%, plus: -1.463%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.913%, plus: -0.905%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.128%, plus: +1.107%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.579%, plus: +0.579%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.362%, plus: -2.857%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.801%, plus: +0.593%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.264%, plus: +1.264%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.864%, plus: +0.867%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.307%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.788%, plus: +1.805%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.217%, plus: -0.217%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.090%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.077%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.050%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.257%, plus: -0.373%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.101%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.527%, plus: +0.303%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.795%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.475%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.964%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.229%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.496%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.648%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.742%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.927%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.883%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.107%, plus: -1.799%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.000%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.033%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.125%, plus: -0.231%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.637%, plus: -6.637%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.545%, plus: +8.545%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.445%, plus: +2.840%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.322%, plus: +0.322%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.291%, plus: +0.949%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.439%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.043%, plus: +0.022%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.023%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.104%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.748%, plus: +2.889%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.486%, plus: +0.488%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.049047e+00
+  - errors:
+    - {label: stat, symerror: +1.500%}
+    - asymerror: {minus: -4.031%, plus: +4.031%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.200%, plus: +3.200%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.144%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.307%, plus: +0.307%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.431%, plus: +0.432%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.116%, plus: -0.116%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.204%, plus: +0.259%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.357%, plus: +0.366%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.012%, plus: -1.100%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.846%, plus: -0.839%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.152%, plus: +1.120%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.562%, plus: +0.562%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.041%, plus: +0.036%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.808%, plus: -2.610%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.138%, plus: -0.185%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.689%, plus: +0.704%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.216%, plus: +1.216%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.877%, plus: +0.880%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.078%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.785%, plus: +1.801%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.218%, plus: -0.218%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.036%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.124%, plus: -0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.103%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.218%, plus: -0.263%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.040%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.416%, plus: +0.323%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.401%, plus: +0.104%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.184%, plus: +0.051%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.679%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.675%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.942%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.779%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.086%, plus: -0.205%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.138%, plus: -0.458%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.490%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.025%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.035%, plus: -0.167%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.917%, plus: -6.917%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.909%, plus: +7.909%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.127%, plus: +3.327%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.335%, plus: +0.336%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.299%, plus: +1.075%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.443%, plus: -0.442%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.021%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.141%, plus: -0.135%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.423%, plus: +3.609%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.012%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.480%, plus: +0.482%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.237676e-01
+  - errors:
+    - {label: stat, symerror: +1.943%}
+    - asymerror: {minus: -3.357%, plus: +3.357%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.149%, plus: +2.149%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.145%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.321%, plus: +0.322%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.450%, plus: +0.452%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.128%, plus: +0.383%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.385%, plus: -0.423%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.076%, plus: -0.946%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.789%, plus: -0.783%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.193%, plus: +1.185%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.701%, plus: +0.701%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.037%, plus: +0.321%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.553%, plus: -2.573%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.645%, plus: +0.850%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.548%, plus: +1.548%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.905%, plus: +0.909%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.405%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.834%, plus: +1.852%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.225%, plus: -0.224%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.072%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.083%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.104%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.488%, plus: -0.233%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.126%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.214%, plus: +0.607%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.610%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.628%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.629%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.774%, plus: +0.068%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.680%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.326%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.583%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.520%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.003%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.065%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.374%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.503%, plus: -8.503%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.884%, plus: +8.884%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.703%, plus: +3.258%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.377%, plus: +0.378%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.939%, plus: +1.414%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.446%, plus: -0.445%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.138%, plus: -0.126%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.154%, plus: -0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.152%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.381%, plus: +3.756%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.481%, plus: +0.482%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.196639e-01
+  - errors:
+    - {label: stat, symerror: +2.309%}
+    - asymerror: {minus: -4.764%, plus: +4.764%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.774%, plus: +1.774%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.124%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.307%, plus: +0.307%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.487%, plus: +0.488%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.130%, plus: -0.130%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.239%, plus: +0.214%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.263%, plus: -0.861%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.771%, plus: -0.766%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.208%, plus: +1.172%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.857%, plus: +0.857%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.184%, plus: +0.351%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.443%, plus: -2.713%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.759%, plus: +0.702%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.930%, plus: +1.930%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.903%, plus: +0.906%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.102%, plus: +0.507%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.815%, plus: +1.832%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.227%, plus: -0.226%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.025%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.069%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.075%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.026%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.267%, plus: -0.372%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.087%, plus: +0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.405%, plus: +0.390%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.468%, plus: +0.007%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.875%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.713%, plus: +0.128%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.434%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.424%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.346%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.373%, plus: -0.393%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.570%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.322%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.049%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.032%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.220%, plus: -0.131%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.564%, plus: -7.564%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.232%, plus: +6.232%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.131%, plus: +3.832%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.376%, plus: +0.378%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.354%, plus: +1.676%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.433%, plus: -0.432%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.099%, plus: -0.140%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.095%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.473%, plus: +3.922%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.473%, plus: +0.474%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.733377e-01
+  - errors:
+    - {label: stat, symerror: +3.159%}
+    - asymerror: {minus: -2.969%, plus: +2.969%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.670%, plus: +7.670%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.121%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.286%, plus: +0.286%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.454%, plus: +0.455%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.136%, plus: -0.136%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.278%, plus: +0.172%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.009%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.878%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.695%, plus: -0.691%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.246%, plus: +1.237%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.134%, plus: +1.134%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.152%, plus: +0.133%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.520%, plus: -3.034%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.411%, plus: -0.358%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.890%, plus: +1.331%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.719%, plus: +2.719%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.875%, plus: +0.879%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.162%, plus: +0.043%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.838%, plus: +1.855%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.242%, plus: -0.241%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.046%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.071%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.192%, plus: -0.296%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.088%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.242%, plus: +0.556%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.045%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.502%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.108%, plus: -0.908%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.277%, plus: +0.030%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.693%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.601%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.864%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.988%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.722%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.077%, plus: -0.438%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.085%, plus: -0.739%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.570%, plus: -1.018%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.004%, plus: -0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.115%, plus: -0.130%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.688%, plus: -10.688%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.803%, plus: +9.803%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.658%, plus: +3.057%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.396%, plus: +0.394%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.346%, plus: +1.613%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.438%, plus: -0.437%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.260%, plus: -0.137%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.062%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.148%, plus: -0.173%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.774%, plus: +3.734%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.044%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.468%, plus: +0.470%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.833206e-02
+  - errors:
+    - {label: stat, symerror: +4.519%}
+    - asymerror: {minus: -0.961%, plus: +0.961%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.732%, plus: +4.732%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.208%, plus: -0.139%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.252%, plus: +0.251%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.471%, plus: +0.473%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.090%, plus: -0.107%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.045%, plus: +0.010%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.376%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.706%, plus: -0.703%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.273%, plus: +1.243%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.630%, plus: +1.630%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.048%, plus: -0.047%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.067%, plus: -3.253%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.205%, plus: -0.058%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.864%, plus: +0.370%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.136%, plus: +4.136%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.958%, plus: +0.962%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.816%, plus: +1.833%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.235%, plus: -0.234%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.078%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.180%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.118%, plus: -0.233%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.277%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.052%, plus: -0.189%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.023%, plus: +0.195%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.555%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.627%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.530%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.861%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.390%, plus: +0.509%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.082%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.140%, plus: -0.548%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.787%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.035%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.413%, plus: -0.341%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.072%, plus: +0.365%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.973%, plus: -8.973%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.810%, plus: +10.810%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.828%, plus: +3.775%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.310%, plus: +0.311%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.659%, plus: +1.355%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.425%, plus: -0.424%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.225%, plus: -0.264%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.229%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.165%, plus: -0.250%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.054%, plus: +4.368%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.038%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.423%, plus: +0.424%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.761885e-02
+  - errors:
+    - {label: stat, symerror: +4.303%}
+    - asymerror: {minus: -0.476%, plus: +0.476%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.787%, plus: -1.787%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.214%, plus: +0.397%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.281%, plus: +0.281%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.523%, plus: +0.525%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.133%, plus: -0.132%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.381%, plus: +0.438%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.277%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.337%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.708%, plus: -0.706%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.355%, plus: +1.322%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.440%, plus: +1.440%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.350%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.744%, plus: -4.001%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.381%, plus: -0.153%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.917%, plus: +0.887%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.325%, plus: +4.325%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.964%, plus: +0.969%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.865%, plus: +1.883%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.251%, plus: -0.250%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.014%, plus: +0.238%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.245%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.108%, plus: +0.179%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.461%, plus: -0.482%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.099%, plus: +0.280%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.690%, plus: +0.542%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.022%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.024%, plus: -0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.542%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.903%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.027%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.381%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.968%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.865%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.355%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.591%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.144%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.123%, plus: -1.631%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.303%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.027%, plus: -0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.154%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.416%, plus: -0.343%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +12.513%, plus: -12.513%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.353%, plus: +7.353%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.047%, plus: +3.350%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.488%, plus: +0.490%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.072%, plus: +0.072%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.378%, plus: +1.916%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.414%, plus: -0.413%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.113%, plus: -0.164%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.163%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.289%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.855%, plus: +3.456%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.426%, plus: +0.427%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.029454e-03
+- header: {name: 'DSIG/DCHI_TT (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.007364e+00
+   - value: 6.039071e-01
+   - value: 3.213902e-01
+   - value: 1.646770e-01
+   - value: 7.554081e-02
+   - value: 3.448792e-02
+   - value: 4.619826e-03
+independent_variables:
+- header: {name: 'CHI_TT', units: ''}
+  values:
+  - {high: 1.5, low: 1.0}
+  - {high: 2.5, low: 1.5}
+  - {high: 3.75, low: 2.5}
+  - {high: 5.4, low: 3.75}
+  - {high: 7.6, low: 5.4}
+  - {high: 10.0, low: 7.6}
+  - {high: 30.0, low: 10.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table620.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table620.yaml
new file mode 100644
index 0000000000..962dcaff8c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table620.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.296066e-08}
+  - {value: 7.817805e-09}
+  - {value: 3.292754e-10}
+  - {value: 1.105590e-08}
+  - {value: 9.196687e-10}
+  - {value: 3.825673e-11}
+  - {value: 9.503106e-10}
+  - {value: 7.792961e-11}
+  - {value: 3.608696e-12}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table621.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table621.yaml
new file mode 100644
index 0000000000..ce7122508c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table621.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.134192e-08}
+  - {value: 2.476651e-09}
+  - {value: 1.817499e-10}
+  - {value: 2.384326e-09}
+  - {value: 2.980140e-10}
+  - {value: 2.147075e-11}
+  - {value: 2.281267e-10}
+  - {value: 2.756844e-11}
+  - {value: 2.073001e-12}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table622.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table622.yaml
new file mode 100644
index 0000000000..c64ad7596e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table622.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.558076e-09}
+  - {value: 3.883218e-10}
+  - {value: 3.710985e-11}
+  - {value: 3.883218e-10}
+  - {value: 5.557656e-11}
+  - {value: 4.219282e-12}
+  - {value: 3.710985e-11}
+  - {value: 4.219282e-12}
+  - {value: 5.953371e-13}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table623.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table623.yaml
new file mode 100644
index 0000000000..e6416aa1fb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table623.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.879610e-09}
+  - {value: 2.957185e-10}
+  - {value: 1.229334e-11}
+  - {value: 7.479440e-10}
+  - {value: 7.196270e-11}
+  - {value: 3.550657e-12}
+  - {value: 6.389148e-11}
+  - {value: 5.370072e-12}
+  - {value: 2.226367e-13}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
+  - {high: 110.00, low: 0.00}
+  - {high: 250.00, low: 110.00}
+  - {high: 1000.00, low: 250.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table624.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table624.yaml
new file mode 100644
index 0000000000..0a686e966a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table624.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.807561e-10}
+  - {value: 1.031762e-10}
+  - {value: 7.561270e-12}
+  - {value: 1.737114e-10}
+  - {value: 2.235410e-11}
+  - {value: 1.652050e-12}
+  - {value: 1.489614e-11}
+  - {value: 1.702824e-12}
+  - {value: 1.177492e-13}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
+  - {high: 115.00, low: 0.00}
+  - {high: 245.00, low: 115.00}
+  - {high: 1000.00, low: 245.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table625.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table625.yaml
new file mode 100644
index 0000000000..ede6f4899a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table625.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.400077e-10}
+  - {value: 1.663269e-11}
+  - {value: 1.551112e-12}
+  - {value: 2.907152e-11}
+  - {value: 3.118737e-12}
+  - {value: 3.142820e-13}
+  - {value: 2.372167e-12}
+  - {value: 2.509784e-13}
+  - {value: 2.575152e-14}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 155.00, low: 0.00}
+  - {high: 305.00, low: 155.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table626.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table626.yaml
new file mode 100644
index 0000000000..bd9a6a1ed9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table626.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.438650e-12}
+  - {value: 1.007317e-12}
+  - {value: 9.333533e-14}
+  - {value: 1.007317e-12}
+  - {value: 4.370911e-13}
+  - {value: 1.990684e-14}
+  - {value: 9.333533e-14}
+  - {value: 1.990684e-14}
+  - {value: 4.149020e-15}
+independent_variables:
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 1000.00, low: 350.00}
+- header: {name: 'TT_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 350.00, low: 185.00}
+  - {high: 1000.00, low: 350.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table627.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table627.yaml
new file mode 100644
index 0000000000..4399fd3abf
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table627.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.124%}
+    - asymerror: {minus: +0.228%, plus: -0.228%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.221%, plus: -3.221%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.004%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.021%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.138%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.527%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.393%, plus: -0.408%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.010%, plus: -0.006%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.412%, plus: +0.412%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.146%, plus: -0.085%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.023%, plus: +0.002%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.546%, plus: +2.546%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.391%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.060%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.612%, plus: -0.051%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.525%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.389%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.165%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.149%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.259%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.306%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.677%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.418%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.631%, plus: +0.757%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.140%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.012%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.099%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.360%, plus: +1.360%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.473%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.038%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.074%, plus: +0.097%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.096%, plus: -0.096%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.753012e-06
+  - errors:
+    - {label: stat, symerror: +3.096%}
+    - asymerror: {minus: +0.416%, plus: -0.416%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.585%, plus: +8.585%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.022%, plus: -0.327%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.073%, plus: -0.072%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.283%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.842%, plus: +0.181%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.100%, plus: +0.084%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.787%, plus: +0.818%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.052%, plus: +0.039%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.034%, plus: +1.034%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.283%, plus: +0.354%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.316%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.295%, plus: -0.049%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.639%, plus: +4.639%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.287%, plus: +0.287%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.928%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.140%, plus: +0.134%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.009%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.219%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.003%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.592%, plus: +0.208%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.989%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.765%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.769%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.373%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.422%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.468%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.471%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.073%, plus: -1.527%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.728%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.610%, plus: -2.738%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.047%, plus: -0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.479%, plus: -0.203%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.256%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.286%, plus: -0.286%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.327%, plus: +3.327%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.949%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.024%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.648%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.107%, plus: -0.129%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.432%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.543%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.004%, plus: -0.398%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.179%, plus: +0.179%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.674753e-06
+  - errors:
+    - {label: stat, symerror: +4.251%}
+    - asymerror: {minus: -1.355%, plus: +1.355%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -19.465%, plus: +19.465%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.066%, plus: -0.281%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.301%, plus: +0.302%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.032%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.093%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.695%, plus: +0.732%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.097%, plus: -0.091%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.372%, plus: +1.372%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.484%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.554%, plus: +1.789%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.132%, plus: -0.279%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.872%, plus: +6.872%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.208%, plus: +0.208%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.504%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.010%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.208%, plus: +0.208%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.123%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.111%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.008%, plus: -0.271%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.021%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.022%, plus: -0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.242%, plus: +0.220%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.675%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.027%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.137%, plus: -0.460%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.113%, plus: -0.029%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.966%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.692%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.870%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.845%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.736%, plus: -9.268%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.049%, plus: -0.060%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.092%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.329%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -5.269%, plus: +5.269%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.535%, plus: +0.535%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.390%, plus: -2.165%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.144%, plus: +0.151%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.362%, plus: -0.362%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.070%, plus: -0.702%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.135%, plus: -0.136%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.228%, plus: -0.531%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.486%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.397%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.559%, plus: -1.049%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.069%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.329%, plus: +0.330%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.665955e-08
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.520293e-06
+   - value: 1.807185e-06
+   - value: 3.060448e-08
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 185.0, low: 0.0}
+  - {high: 305.0, low: 185.0}
+  - {high: 1000.0, low: 305.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table628.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table628.yaml
new file mode 100644
index 0000000000..4475e1a2e2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table628.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.602%}
+    - asymerror: {minus: -2.343%, plus: +2.343%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.418%, plus: +5.418%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.010%, plus: -0.410%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.162%, plus: +0.161%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.056%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.489%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.908%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.144%, plus: +1.184%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.107%, plus: +0.097%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.518%, plus: +1.518%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.264%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.321%, plus: +0.090%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.005%, plus: +6.005%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.408%, plus: +0.409%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.096%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.240%, plus: +0.233%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.098%, plus: -0.098%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.310%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.606%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.355%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.140%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.325%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.021%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.032%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.376%, plus: +0.230%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.576%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.152%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.171%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.051%, plus: -0.568%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.369%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.765%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.503%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.056%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.076%, plus: -1.035%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.053%, plus: -1.071%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.010%, plus: -0.121%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.464%, plus: -0.497%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.056%, plus: -0.202%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.437%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.819%, plus: -10.819%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.247%, plus: -4.247%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.042%, plus: -1.051%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.175%, plus: +0.181%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.436%, plus: +0.436%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.539%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.126%, plus: -0.171%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.636%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.664%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.467%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.029%, plus: -0.186%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.195%, plus: +0.195%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.181997e-07
+  - errors:
+    - {label: stat, symerror: +3.676%}
+    - asymerror: {minus: -1.074%, plus: +1.074%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.661%, plus: +7.661%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.107%, plus: -0.324%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.357%, plus: +0.358%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.013%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.460%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.391%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.575%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.489%, plus: +1.547%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.242%, plus: -0.212%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.249%, plus: +1.249%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.192%, plus: +1.049%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.361%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.397%, plus: -0.177%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.232%, plus: +3.232%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.276%, plus: +0.276%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.863%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.167%, plus: +0.159%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.262%, plus: +0.263%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.227%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.219%, plus: -0.439%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.999%, plus: +0.023%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.934%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.382%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.036%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.822%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.627%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.538%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.296%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.000%, plus: -1.763%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.790%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.122%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.042%, plus: -0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.440%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.013%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.054%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.672%, plus: +0.672%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.984%, plus: -2.984%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.748%, plus: -2.165%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.150%, plus: +0.156%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.199%, plus: -0.199%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.263%, plus: -0.884%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.173%, plus: -0.173%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.196%, plus: -0.408%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.301%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.363%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.026%, plus: -0.925%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.558%, plus: +0.559%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.519616e-07
+  - errors:
+    - {label: stat, symerror: +4.220%}
+    - asymerror: {minus: -5.658%, plus: +5.658%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.592%, plus: +7.592%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.068%, plus: -0.331%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.554%, plus: +0.555%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.050%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.063%, plus: -0.443%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.903%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.332%, plus: +0.708%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.357%, plus: +1.412%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.338%, plus: -0.399%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.330%, plus: +1.330%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.464%, plus: +1.879%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.452%, plus: -0.497%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.071%, plus: +4.071%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.146%, plus: +0.147%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.828%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.056%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.401%, plus: +0.403%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.264%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.247%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.192%, plus: -0.659%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.236%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.518%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.514%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.064%, plus: -0.599%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.289%, plus: -0.762%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.179%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.301%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.415%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.658%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.812%, plus: -6.860%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.016%, plus: -0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.243%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.020%, plus: +1.020%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.809%, plus: -3.809%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.889%, plus: -2.571%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.281%, plus: +0.288%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.323%, plus: -0.323%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.795%, plus: -1.498%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.545%, plus: -0.546%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.197%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.370%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.562%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.871%, plus: -0.681%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.651%, plus: +0.653%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.986838e-08
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.428975e-07
+   - value: 7.163057e-07
+   - value: 3.951431e-08
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 295.0, low: 0.0}
+  - {high: 385.0, low: 295.0}
+  - {high: 1000.0, low: 385.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table629.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table629.yaml
new file mode 100644
index 0000000000..d80523506f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table629.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +9.720%}
+    - asymerror: {minus: +3.615%, plus: -3.615%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.863%, plus: +4.863%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.089%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.196%, plus: +0.196%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.007%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.099%, plus: -0.098%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.202%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -3.973%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.414%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.279%, plus: +1.322%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.250%, plus: +0.220%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -3.401%, plus: +3.401%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.984%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -3.761%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.663%, plus: -1.256%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.227%, plus: +0.738%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -10.906%, plus: +10.906%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.563%, plus: +0.563%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.594%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.287%, plus: +0.280%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.476%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.155%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.356%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.179%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.811%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.145%, plus: -0.106%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.172%, plus: -0.078%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.526%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -2.242%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.304%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.330%, plus: +0.211%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.498%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.358%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -4.399%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.571%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -4.171%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +11.187%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.122%, plus: -0.051%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.446%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.295%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.153%, plus: -0.562%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +18.574%, plus: -18.574%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.341%, plus: -6.341%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.117%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.125%, plus: +0.130%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.963%, plus: +0.963%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.625%, plus: +0.406%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +1.287%, plus: -1.265%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.051%, plus: -0.604%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.525%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.300%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.122%, plus: +0.122%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.776382e-08
+  - errors:
+    - {label: stat, symerror: +6.010%}
+    - asymerror: {minus: -1.170%, plus: +1.170%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.968%, plus: +4.968%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.452%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.316%, plus: +0.315%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.103%, plus: -0.103%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.589%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.320%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.594%, plus: +1.651%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.095%, plus: -0.097%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.077%, plus: +2.077%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.988%, plus: +0.153%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.461%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.611%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.970%, plus: +5.970%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.348%, plus: +0.348%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.197%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.206%, plus: +0.198%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.213%, plus: +0.214%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.245%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.566%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.363%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.466%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.440%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.699%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.057%, plus: -0.033%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.795%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.619%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.644%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.702%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.994%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.620%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.815%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.292%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.712%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.731%, plus: -8.207%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.165%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.499%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.264%, plus: -7.264%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.107%, plus: -4.107%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.812%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.183%, plus: +0.189%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.519%, plus: +0.519%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.420%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.099%, plus: -0.100%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.144%, plus: -0.213%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.593%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.648%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.814%, plus: +0.308%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.474%, plus: +0.475%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.076080e-08
+  - errors:
+    - {label: stat, symerror: +4.859%}
+    - asymerror: {minus: -3.612%, plus: +3.612%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.397%, plus: +9.397%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.667%, plus: +0.669%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.378%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.780%, plus: +0.001%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.702%, plus: +1.764%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.381%, plus: -0.396%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.696%, plus: +1.696%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.617%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.691%, plus: +0.627%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.108%, plus: -0.474%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.152%, plus: +4.152%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.147%, plus: +0.148%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.273%, plus: -1.060%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.008%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.393%, plus: +0.395%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.187%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.235%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.185%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.124%, plus: -0.438%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.016%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.034%, plus: -0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.807%, plus: +0.071%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.402%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.326%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.844%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.510%, plus: +0.273%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.624%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.208%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.617%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.081%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.169%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.038%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.330%, plus: +0.424%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.141%, plus: -0.408%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.730%, plus: -0.730%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.724%, plus: -2.724%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.959%, plus: -1.974%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.262%, plus: +0.268%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.082%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.474%, plus: -0.475%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.142%, plus: -0.105%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.255%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.761%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.633%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.682%, plus: +0.684%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.513455e-08
+  - errors:
+    - {label: stat, symerror: +5.314%}
+    - asymerror: {minus: -6.556%, plus: +6.556%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.895%, plus: +7.895%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.745%, plus: +0.747%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.097%, plus: +0.097%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.718%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.155%, plus: +1.126%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.718%, plus: +1.781%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.459%, plus: -0.460%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.399%, plus: +1.399%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.600%, plus: +0.375%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.415%, plus: +0.315%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.188%, plus: -0.135%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.993%, plus: +2.993%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.179%, plus: -0.176%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.893%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.504%, plus: -0.499%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.539%, plus: +0.542%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.160%, plus: +0.289%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.170%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.215%, plus: -0.299%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.312%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.347%, plus: +0.248%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.000%, plus: -0.357%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.025%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.126%, plus: +0.450%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.204%, plus: -1.110%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.721%, plus: +0.038%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.342%, plus: -0.482%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.767%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.325%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.949%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.045%, plus: -1.528%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.341%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.646%, plus: -1.977%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.024%, plus: -0.043%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.771%, plus: +1.264%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.029%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.419%, plus: -0.356%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.831%, plus: +2.831%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.152%, plus: -7.152%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.780%, plus: -1.839%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.328%, plus: +0.334%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.126%, plus: +0.126%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.403%, plus: -0.403%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.908%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.381%, plus: -1.377%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.326%, plus: -0.388%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.829%, plus: +0.337%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.261%, plus: +1.339%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.041%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.711%, plus: +0.713%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.125432e-09
+- header: {name: '1/SIG*D2SIG/DT1_PT/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.655698e-08
+   - value: 2.523134e-08
+   - value: 1.826411e-08
+   - value: 3.850869e-09
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 275.0, low: 0.0}
+  - {high: 365.0, low: 275.0}
+  - {high: 465.0, low: 365.0}
+  - {high: 1000.0, low: 465.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table63.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table63.yaml
new file mode 100644
index 0000000000..bbca866e06
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table63.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.872000e-02}
+  - {value: 1.110000e-02}
+  - {value: 6.230000e-03}
+  - {value: 2.939000e-03}
+  - {value: 1.764000e-03}
+  - {value: 8.056000e-04}
+  - {value: 1.031000e-04}
+  - {value: 1.110000e-02}
+  - {value: 7.337000e-03}
+  - {value: 3.889000e-03}
+  - {value: 1.885000e-03}
+  - {value: 1.163000e-03}
+  - {value: 5.069000e-04}
+  - {value: 6.333000e-05}
+  - {value: 6.230000e-03}
+  - {value: 3.889000e-03}
+  - {value: 2.259000e-03}
+  - {value: 1.032000e-03}
+  - {value: 6.354000e-04}
+  - {value: 2.807000e-04}
+  - {value: 3.639000e-05}
+  - {value: 2.939000e-03}
+  - {value: 1.885000e-03}
+  - {value: 1.032000e-03}
+  - {value: 5.452000e-04}
+  - {value: 2.971000e-04}
+  - {value: 1.286000e-04}
+  - {value: 1.725000e-05}
+  - {value: 1.764000e-03}
+  - {value: 1.163000e-03}
+  - {value: 6.354000e-04}
+  - {value: 2.971000e-04}
+  - {value: 2.138000e-04}
+  - {value: 8.492000e-05}
+  - {value: 1.068000e-05}
+  - {value: 8.056000e-04}
+  - {value: 5.069000e-04}
+  - {value: 2.807000e-04}
+  - {value: 1.286000e-04}
+  - {value: 8.492000e-05}
+  - {value: 4.431000e-05}
+  - {value: 4.602000e-06}
+  - {value: 1.031000e-04}
+  - {value: 6.333000e-05}
+  - {value: 3.639000e-05}
+  - {value: 1.725000e-05}
+  - {value: 1.068000e-05}
+  - {value: 4.602000e-06}
+  - {value: 7.717000e-07}
+independent_variables:
+- header: {name: 'CHI_TT'}
+  values:
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+  - {high: 30.00, low: 10.00}
+- header: {name: 'CHI_TT'}
+  values:
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
+  - {high: 1.50, low: 1.00}
+  - {high: 2.50, low: 1.50}
+  - {high: 3.75, low: 2.50}
+  - {high: 5.40, low: 3.75}
+  - {high: 7.60, low: 5.40}
+  - {high: 10.00, low: 7.60}
+  - {high: 30.00, low: 10.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table630.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table630.yaml
new file mode 100644
index 0000000000..db4396b3b8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table630.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.908163e-14}
+  - {value: -4.067347e-14}
+  - {value: -6.283673e-16}
+  - {value: -4.067347e-14}
+  - {value: 4.097959e-14}
+  - {value: 6.740816e-16}
+  - {value: -6.283673e-16}
+  - {value: 6.740816e-16}
+  - {value: 1.703469e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table631.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table631.yaml
new file mode 100644
index 0000000000..ab3f324fb2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table631.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.982011e-14}
+  - {value: 1.064550e-14}
+  - {value: 9.396825e-17}
+  - {value: -1.210053e-14}
+  - {value: 1.033862e-14}
+  - {value: 2.149735e-16}
+  - {value: -6.026455e-16}
+  - {value: 5.167196e-16}
+  - {value: 1.111111e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 295.00, low: 0.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 1000.00, low: 385.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table632.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table632.yaml
new file mode 100644
index 0000000000..8efa7fb330
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table632.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.355693e-14}
+  - {value: 4.187929e-15}
+  - {value: 1.838134e-16}
+  - {value: 4.187929e-15}
+  - {value: 4.091907e-15}
+  - {value: 1.971193e-16}
+  - {value: 1.838134e-16}
+  - {value: 1.971193e-16}
+  - {value: 1.328258e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 295.00, low: 0.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 1000.00, low: 385.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table633.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table633.yaml
new file mode 100644
index 0000000000..f8644fad49
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table633.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -7.853624e-16}
+  - {value: 2.701619e-16}
+  - {value: -1.952146e-18}
+  - {value: -4.197748e-16}
+  - {value: 2.304011e-16}
+  - {value: 2.501056e-18}
+  - {value: -3.820549e-16}
+  - {value: 3.216045e-16}
+  - {value: 6.159747e-18}
+  - {value: -6.170303e-17}
+  - {value: 5.029557e-17}
+  - {value: 1.176636e-18}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table634.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table634.yaml
new file mode 100644
index 0000000000..e8145f968d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table634.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.692392e-16}
+  - {value: 1.125525e-16}
+  - {value: 7.199416e-18}
+  - {value: 2.510491e-16}
+  - {value: 9.684364e-17}
+  - {value: 5.748951e-18}
+  - {value: 1.429849e-16}
+  - {value: 1.153622e-16}
+  - {value: 5.550082e-18}
+  - {value: 2.012406e-17}
+  - {value: 2.266010e-17}
+  - {value: 1.262543e-18}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table635.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table635.yaml
new file mode 100644
index 0000000000..9e00044aa6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table635.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.765949e-17}
+  - {value: 1.391201e-17}
+  - {value: 4.047659e-18}
+  - {value: 6.840739e-19}
+  - {value: 1.391201e-17}
+  - {value: 8.670436e-18}
+  - {value: 2.812492e-18}
+  - {value: 5.163921e-19}
+  - {value: 4.047659e-18}
+  - {value: 2.812492e-18}
+  - {value: 4.120459e-18}
+  - {value: 6.850445e-19}
+  - {value: 6.840739e-19}
+  - {value: 5.163921e-19}
+  - {value: 6.850445e-19}
+  - {value: 1.973598e-19}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table636.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table636.yaml
new file mode 100644
index 0000000000..f5d514ea0d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table636.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.078%}
+    - asymerror: {minus: -1.783%, plus: +1.783%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +12.456%, plus: -12.456%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.154%, plus: +0.552%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.504%, plus: +0.505%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.029%, plus: +0.700%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.397%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.271%, plus: -1.058%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.441%, plus: -2.430%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.201%, plus: +1.192%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.336%, plus: +1.336%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.318%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.415%, plus: -3.379%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.398%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.933%, plus: +0.883%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.576%, plus: +8.576%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.459%, plus: +0.458%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +1.367%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.614%, plus: +1.633%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.434%, plus: -0.433%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.340%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.153%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.515%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.244%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.486%, plus: -0.263%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.245%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.324%, plus: +0.948%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.031%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.508%, plus: -0.198%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.517%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.373%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.134%, plus: +0.611%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.098%, plus: +0.060%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.182%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.425%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.547%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.758%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.715%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.012%, plus: +4.083%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.049%, plus: +0.064%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.376%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.060%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.419%, plus: -0.211%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.474%, plus: -1.474%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.567%, plus: -4.567%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.482%, plus: +5.191%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.176%, plus: +0.168%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.675%, plus: +0.675%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.966%, plus: +2.235%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.235%, plus: -0.234%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.125%, plus: +0.277%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.597%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.622%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.554%, plus: +4.015%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.011%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.386802e-03
+  - errors:
+    - {label: stat, symerror: +1.483%}
+    - asymerror: {minus: -1.591%, plus: +1.591%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.776%, plus: -1.776%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.127%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.410%, plus: +0.411%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.151%, plus: -0.151%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.230%, plus: +0.276%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.264%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.113%, plus: -1.001%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.237%, plus: -1.228%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.262%, plus: +1.237%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.549%, plus: +0.549%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.180%, plus: +0.096%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.972%, plus: -2.955%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.009%, plus: -0.100%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.618%, plus: +0.831%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.817%, plus: +1.817%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.869%, plus: +0.872%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.026%, plus: +0.035%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.810%, plus: +1.828%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.333%, plus: -0.332%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.057%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.154%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.014%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.067%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.342%, plus: -0.328%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.072%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.459%, plus: +0.385%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.027%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.716%, plus: +0.060%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.781%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.156%, plus: +0.215%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.477%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.739%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.232%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.169%, plus: -0.469%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.434%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.789%, plus: +0.472%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.242%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.052%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.074%, plus: -3.074%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.395%, plus: -1.395%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.589%, plus: +3.702%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.237%, plus: +0.237%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.653%, plus: +0.653%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.512%, plus: +1.335%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.285%, plus: -0.284%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.012%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.274%, plus: -0.309%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.555%, plus: +3.469%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.043%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.313%, plus: +0.313%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.568146e-03
+  - errors:
+    - {label: stat, symerror: +2.902%}
+    - asymerror: {minus: -3.398%, plus: +3.398%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.066%, plus: +8.066%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.084%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.324%, plus: +0.325%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.450%, plus: +0.452%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.156%, plus: +0.339%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.238%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.186%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.330%, plus: -1.313%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.115%, plus: +1.106%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.961%, plus: +0.961%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.306%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.659%, plus: -1.567%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.780%, plus: +0.599%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.784%, plus: +3.784%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.791%, plus: +0.793%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.464%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.662%, plus: +1.677%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.187%, plus: -0.187%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.008%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.006%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.323%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.127%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.352%, plus: +0.518%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.363%, plus: +0.072%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.704%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.044%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.383%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.001%, plus: -0.816%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.138%, plus: -0.551%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +4.266%, plus: -6.274%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.017%, plus: -0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.238%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.045%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.326%, plus: +2.326%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.059%, plus: -4.059%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.151%, plus: +2.428%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.012%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.358%, plus: +0.359%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.345%, plus: +0.345%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.074%, plus: +1.281%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.399%, plus: -0.399%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.177%, plus: -0.352%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.089%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.055%, plus: +2.792%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.463%, plus: +0.464%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.496252e-05
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.600295e-03
+   - value: 1.506004e-03
+   - value: 2.550401e-05
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 185.0, low: 0.0}
+  - {high: 305.0, low: 185.0}
+  - {high: 1000.0, low: 305.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table637.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table637.yaml
new file mode 100644
index 0000000000..951456153a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table637.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.450%}
+    - asymerror: {minus: -4.405%, plus: +4.405%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.641%, plus: -4.641%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.140%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.185%, plus: +0.184%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.428%, plus: +0.429%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.185%, plus: -0.185%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.266%, plus: +0.069%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.060%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.142%, plus: -1.199%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.873%, plus: -0.869%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.316%, plus: +1.296%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.190%, plus: +1.190%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.351%, plus: -3.271%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.298%, plus: -0.066%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.228%, plus: +0.971%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.829%, plus: +2.829%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.990%, plus: +0.995%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.403%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.908%, plus: +1.928%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.353%, plus: -0.353%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.002%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.204%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.294%, plus: -0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.102%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.387%, plus: +0.463%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.498%, plus: +0.082%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.604%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.169%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.781%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.672%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.687%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.265%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.004%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.243%, plus: -0.742%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.194%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.227%, plus: -0.429%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.008%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.119%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +13.312%, plus: -13.312%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.623%, plus: -8.623%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.452%, plus: +3.595%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.388%, plus: +0.390%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.149%, plus: +1.149%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.676%, plus: +1.566%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.276%, plus: -0.275%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.046%, plus: -0.430%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.108%, plus: +4.018%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.014%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.328%, plus: +0.329%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.724824e-04
+  - errors:
+    - {label: stat, symerror: +2.130%}
+    - asymerror: {minus: -3.111%, plus: +3.111%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.612%, plus: -2.612%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.043%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.380%, plus: +0.381%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.471%, plus: +0.472%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.158%, plus: -0.158%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.146%, plus: +0.098%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.538%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.047%, plus: -1.653%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.521%, plus: -0.514%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.972%, plus: +0.983%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.787%, plus: +0.787%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.032%, plus: -2.282%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.132%, plus: -0.163%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.517%, plus: +0.702%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.064%, plus: +1.064%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.858%, plus: +0.862%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.836%, plus: +1.853%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.132%, plus: -0.132%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.066%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.097%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.087%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.018%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.208%, plus: -0.277%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.044%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.142%, plus: +0.348%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.127%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.966%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.398%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.422%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.926%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.940%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.654%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.060%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.096%, plus: -0.707%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.049%, plus: -1.499%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.284%, plus: +3.559%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.010%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.035%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.265%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.142%, plus: -2.142%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.418%, plus: -7.418%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.771%, plus: +2.429%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.363%, plus: +0.364%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.510%, plus: +0.510%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.883%, plus: +1.095%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.437%, plus: -0.436%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.144%, plus: -0.229%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.119%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.534%, plus: +2.922%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.044%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.691%, plus: +0.693%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.168263e-04
+  - errors:
+    - {label: stat, symerror: +2.982%}
+    - asymerror: {minus: -7.787%, plus: +7.787%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.674%, plus: -2.674%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.082%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.576%, plus: +0.578%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.532%, plus: +0.534%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.022%, plus: +0.116%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.383%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.655%, plus: -0.646%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.878%, plus: +0.794%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.938%, plus: +0.938%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.752%, plus: -1.480%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.039%, plus: +0.060%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.462%, plus: +0.379%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.539%, plus: +1.539%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.730%, plus: +0.731%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.243%, plus: +0.137%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.617%, plus: +1.629%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.029%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.089%, plus: -0.170%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.095%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.033%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.170%, plus: -0.108%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.096%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.169%, plus: +0.126%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.030%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.356%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.546%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.530%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.326%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.095%, plus: -0.866%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.152%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.915%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.355%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.382%, plus: -3.786%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.017%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.109%, plus: +0.311%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.220%, plus: -0.208%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.804%, plus: -1.804%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.205%, plus: -8.205%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.669%, plus: +2.004%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.494%, plus: +0.496%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.385%, plus: +0.385%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.357%, plus: +0.468%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.810%, plus: -0.808%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.050%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.076%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.718%, plus: +3.174%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.785%, plus: +0.788%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.796710e-05
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.024223e-04
+   - value: 5.969280e-04
+   - value: 3.292895e-05
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 295.0, low: 0.0}
+  - {high: 385.0, low: 295.0}
+  - {high: 1000.0, low: 385.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table638.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table638.yaml
new file mode 100644
index 0000000000..1a4ab8443e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table638.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +9.276%}
+    - asymerror: {minus: +1.673%, plus: -1.673%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.143%, plus: -5.143%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.238%, plus: +0.467%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.218%, plus: +0.219%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.476%, plus: +0.478%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.166%, plus: -0.165%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.185%, plus: +0.358%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -3.142%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.483%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.734%, plus: -0.734%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.458%, plus: +1.420%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -3.288%, plus: +3.288%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.805%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.742%, plus: -6.934%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.991%, plus: -1.060%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -2.126%, plus: +1.625%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.842%, plus: +8.842%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.143%, plus: +1.150%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.732%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.955%, plus: +1.976%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.365%, plus: -0.365%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.359%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.621%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.070%, plus: +0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.003%, plus: +0.227%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.301%, plus: -0.628%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.029%, plus: +0.324%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -1.168%, plus: +0.328%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.120%, plus: -0.104%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.168%, plus: -0.075%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.171%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.428%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.118%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.685%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.520%, plus: +0.106%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.790%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.828%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -4.170%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.514%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -3.887%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.610%, plus: +14.857%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.089%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.681%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.473%, plus: -0.733%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +20.851%, plus: -20.851%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.622%, plus: -10.622%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -6.501%, plus: +3.765%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.338%, plus: +0.339%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.680%, plus: +1.680%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -3.739%, plus: +2.411%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.276%, plus: -0.276%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +1.234%, plus: -1.088%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.473%, plus: -0.575%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.741%, plus: +3.271%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.256%, plus: +0.257%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.599650e-05
+  - errors:
+    - {label: stat, symerror: +5.175%}
+    - asymerror: {minus: -3.208%, plus: +3.208%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.048%, plus: -5.048%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.601%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.339%, plus: +0.338%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.458%, plus: +0.460%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.170%, plus: -0.170%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.657%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.466%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.124%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.413%, plus: -0.412%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.118%, plus: +1.099%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.844%, plus: +1.844%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.810%, plus: +0.334%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.788%, plus: -3.338%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.413%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.131%, plus: +0.848%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.532%, plus: +2.532%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.930%, plus: +0.933%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.483%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.875%, plus: +1.892%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.181%, plus: -0.181%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.108%, plus: -0.107%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.208%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.514%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.080%, plus: -0.279%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.073%, plus: -0.738%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.290%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -1.042%, plus: +0.086%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.032%, plus: -0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.921%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.648%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.661%, plus: +0.074%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.998%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.098%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.910%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.746%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.577%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.242%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.418%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -5.178%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.028%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.490%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.130%, plus: -0.670%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.857%, plus: -9.857%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.490%, plus: -8.490%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.886%, plus: +2.798%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.396%, plus: +0.398%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -1.232%, plus: +1.232%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.547%, plus: +1.432%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.363%, plus: -0.363%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.093%, plus: -0.034%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.029%, plus: -0.564%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.163%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.344%, plus: +4.203%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.113%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.608%, plus: +0.609%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.943926e-05
+  - errors:
+    - {label: stat, symerror: +3.785%}
+    - asymerror: {minus: -5.700%, plus: +5.700%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.042%, plus: -1.042%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.242%, plus: +0.273%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.690%, plus: +0.692%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.548%, plus: +0.550%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.074%, plus: -0.074%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.152%, plus: +0.181%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.930%, plus: +0.084%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.070%, plus: -1.188%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.303%, plus: -0.301%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.834%, plus: +0.797%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.399%, plus: +1.399%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.438%, plus: +0.019%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.550%, plus: -2.690%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.434%, plus: -0.276%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.935%, plus: +0.857%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.148%, plus: +1.148%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.730%, plus: +0.733%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.321%, plus: -0.098%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.664%, plus: +1.678%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.169%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.260%, plus: +0.321%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.111%, plus: -0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.249%, plus: -0.195%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.237%, plus: +0.349%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.030%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.933%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.342%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.972%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.702%, plus: +0.168%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.740%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.972%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.560%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.019%, plus: -0.788%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.707%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.565%, plus: +0.493%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.103%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.461%, plus: -0.579%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.506%, plus: -3.506%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.170%, plus: -7.170%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.567%, plus: +2.629%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.475%, plus: +0.477%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.711%, plus: +0.711%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.248%, plus: +0.893%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.739%, plus: -0.737%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.313%, plus: -0.227%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.276%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.169%, plus: +3.358%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.103%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.815%, plus: +0.819%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.417116e-05
+  - errors:
+    - {label: stat, symerror: +4.371%}
+    - asymerror: {minus: -8.703%, plus: +8.703%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.400%, plus: -2.400%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.278%, plus: +0.356%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.767%, plus: +0.771%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.580%, plus: +0.582%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.117%, plus: +0.291%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.141%, plus: -0.386%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.287%, plus: -0.285%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.757%, plus: +0.731%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.037%, plus: +1.037%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.422%, plus: +0.556%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.835%, plus: -2.992%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.724%, plus: +0.744%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.729%, plus: +0.729%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.407%, plus: +0.407%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.164%, plus: +0.071%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.177%, plus: +1.184%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.146%, plus: +0.146%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.067%, plus: +0.247%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.016%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.017%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.368%, plus: -0.214%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.121%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.196%, plus: +0.433%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.096%, plus: -0.096%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.360%, plus: +0.431%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.245%, plus: +0.302%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.215%, plus: -0.134%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.738%, plus: +0.227%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.871%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.009%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.288%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.222%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.141%, plus: -0.471%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.258%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.005%, plus: +1.334%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.019%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.739%, plus: -0.528%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.395%, plus: -11.395%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.740%, plus: +2.771%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.541%, plus: +0.543%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.304%, plus: +0.304%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.214%, plus: +1.071%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.648%, plus: -1.636%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.274%, plus: -0.209%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.358%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.345%, plus: +0.574%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.739%, plus: +5.273%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.055%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.844%, plus: +0.848%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.926481e-06
+- header: {name: 'D2SIG/DT1_PT/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.213106e-05
+   - value: 2.102635e-05
+   - value: 1.522026e-05
+   - value: 3.209093e-06
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 275.0, low: 0.0}
+  - {high: 365.0, low: 275.0}
+  - {high: 465.0, low: 365.0}
+  - {high: 1000.0, low: 465.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table639.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table639.yaml
new file mode 100644
index 0000000000..b885d1b053
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table639.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.653061e-06}
+  - {value: 2.112245e-07}
+  - {value: 2.914286e-09}
+  - {value: 2.112245e-07}
+  - {value: 4.218367e-08}
+  - {value: 5.263265e-10}
+  - {value: 2.914286e-09}
+  - {value: 5.263265e-10}
+  - {value: 1.130000e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 1000.00, low: 305.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table64.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table64.yaml
new file mode 100644
index 0000000000..be21d82ab0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table64.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRWT1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.356%}
+    - asymerror: {minus: +0.725%, plus: -0.725%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.630%, plus: +2.630%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.034%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.404%, plus: -0.403%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.086%, plus: +0.086%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.171%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.488%, plus: +0.258%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.012%, plus: -0.149%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.067%, plus: -0.070%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.186%, plus: +0.205%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.864%, plus: +0.864%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.085%, plus: -0.027%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.308%, plus: -1.540%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.274%, plus: +0.004%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.138%, plus: +0.167%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.000%, plus: +2.000%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.382%, plus: -0.379%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.171%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.471%, plus: -0.464%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.290%, plus: +0.290%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.048%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.035%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.053%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.141%, plus: +0.144%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.009%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.196%, plus: +0.021%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.354%, plus: -0.100%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.384%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.187%, plus: -0.102%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.141%, plus: -0.513%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.948%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.714%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.211%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.509%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.006%, plus: -0.220%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.527%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.033%, plus: -0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.304%, plus: +0.222%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.076%, plus: -0.185%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.424%, plus: -10.424%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.720%, plus: +3.720%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.903%, plus: +1.283%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.617%, plus: +0.479%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.627%, plus: -0.629%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.251%, plus: -0.122%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.394%, plus: +1.435%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.262%, plus: +0.260%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.155189e-01
+  - errors:
+    - {label: stat, symerror: +2.389%}
+    - asymerror: {minus: -0.429%, plus: +0.429%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.691%, plus: -1.691%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.256%, plus: -0.256%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.025%, plus: +0.026%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.184%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.388%, plus: -0.216%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.100%, plus: -0.068%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.059%, plus: -0.063%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.839%, plus: +0.839%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.452%, plus: +0.645%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.152%, plus: +2.152%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.339%, plus: -0.336%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.304%, plus: +0.063%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.275%, plus: -0.271%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.245%, plus: +0.246%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.099%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.081%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.108%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.004%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.029%, plus: -0.092%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.011%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.032%, plus: +0.245%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.155%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.125%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.207%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.149%, plus: +0.475%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.394%, plus: -1.070%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.164%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.888%, plus: -4.888%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.803%, plus: -0.803%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.241%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.031%, plus: -0.033%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.191%, plus: +0.219%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.018%, plus: -0.165%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.115%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.230%, plus: -0.226%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.341%, plus: +0.339%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.952765e-01
+  - errors:
+    - {label: stat, symerror: +1.927%}
+    - asymerror: {minus: -0.331%, plus: +0.331%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.082%, plus: +0.084%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.051%, plus: -0.043%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.742%, plus: +0.742%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.181%, plus: +0.240%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.133%, plus: -0.167%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.699%, plus: +1.699%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.274%, plus: -0.272%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.110%, plus: -0.109%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.108%, plus: -0.108%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.066%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.000%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.050%, plus: -0.062%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.208%, plus: -0.100%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.471%, plus: +0.435%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.208%, plus: -0.331%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.315%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.062%, plus: +0.381%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.259%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.162%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.221%, plus: +0.229%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.370%, plus: -1.677%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.325%, plus: -0.326%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.130%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.279%, plus: +2.279%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.498%, plus: -2.498%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.118%, plus: -0.094%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.004%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.115%, plus: -0.217%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.103%, plus: +0.104%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.055%, plus: -0.161%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.047%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.056%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.031%, plus: -0.251%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.281%, plus: +0.279%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.649809e+00
+  - errors:
+    - {label: stat, symerror: +1.834%}
+    - asymerror: {minus: +0.394%, plus: -0.394%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.325%, plus: +3.325%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.040%, plus: +0.016%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.048%, plus: +0.049%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.022%, plus: -0.042%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.080%, plus: +0.014%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.097%, plus: +0.015%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.128%, plus: +0.130%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.044%, plus: -0.040%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.682%, plus: +0.682%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.536%, plus: +0.288%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.126%, plus: -0.043%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.044%, plus: +0.098%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.513%, plus: +1.513%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.242%, plus: -0.240%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.038%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.108%, plus: -0.108%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.011%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.048%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.022%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.014%, plus: -0.053%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.017%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.045%, plus: +0.139%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.056%, plus: -0.270%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.082%, plus: +0.050%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.582%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.692%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.122%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.220%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.261%, plus: +1.635%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.206%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.007%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.835%, plus: +4.835%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.881%, plus: +0.881%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.345%, plus: -0.366%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.141%, plus: +0.142%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.152%, plus: +0.159%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.044%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.765%, plus: -0.608%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.025%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.143%, plus: +0.142%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.943801e+00
+  - errors:
+    - {label: stat, symerror: +1.816%}
+    - asymerror: {minus: +0.800%, plus: -0.800%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.583%, plus: -1.583%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.177%, plus: +0.177%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.024%, plus: +0.089%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.103%, plus: +0.035%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.022%, plus: +0.255%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.106%, plus: +0.109%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.023%, plus: -0.034%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.684%, plus: +0.684%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.048%, plus: +0.065%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.547%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.078%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.099%, plus: -0.083%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.503%, plus: +1.503%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.006%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.218%, plus: +0.214%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.225%, plus: -0.226%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.005%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.015%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.003%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.056%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.032%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.017%, plus: +0.106%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.009%, plus: +0.006%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.317%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.039%, plus: +0.304%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.354%, plus: -0.224%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.785%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.271%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.120%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.057%, plus: +0.349%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.486%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.020%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.014%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.036%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.077%, plus: +6.077%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.934%, plus: +0.934%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.639%, plus: -0.592%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.287%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.111%, plus: +0.112%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.027%, plus: +0.044%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.045%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.015%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.911%, plus: -0.767%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.090%, plus: -0.089%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.148490e+00
+  - errors:
+    - {label: stat, symerror: +2.262%}
+    - asymerror: {minus: -0.843%, plus: +0.843%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.851%, plus: -2.851%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.256%, plus: +0.255%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.018%, plus: -0.014%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.010%, plus: -0.011%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.003%, plus: -0.015%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.802%, plus: +0.802%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.515%, plus: -0.567%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.004%, plus: +0.020%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.158%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.774%, plus: +1.774%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.421%, plus: +0.415%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.362%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.408%, plus: +0.401%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.191%, plus: -0.192%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.149%, plus: +0.149%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.012%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.069%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.068%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.009%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.018%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.028%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.004%, plus: -0.118%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.477%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.030%, plus: -0.418%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.697%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.718%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.800%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.268%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.084%, plus: -0.295%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.065%, plus: -0.372%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.256%, plus: +0.745%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.012%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.122%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.267%, plus: +3.267%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.883%, plus: -0.883%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.241%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.155%, plus: -0.040%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.109%, plus: -0.164%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.299%, plus: +0.496%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.018%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.458%, plus: -0.456%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.428353e+00
+  - errors:
+    - {label: stat, symerror: +4.981%}
+    - asymerror: {minus: -1.368%, plus: +1.368%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.701%, plus: +2.701%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.180%, plus: +0.180%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.617%, plus: -0.616%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.307%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.010%, plus: -0.519%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.712%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.909%, plus: -0.921%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.193%, plus: +0.209%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.841%, plus: +1.841%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.111%, plus: +0.104%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.189%, plus: -0.379%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.018%, plus: +0.035%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.974%, plus: +5.974%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -2.985%, plus: +2.975%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.630%, plus: +0.208%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.261%, plus: -0.253%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.245%, plus: +0.246%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.112%, plus: +0.113%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.253%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.144%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.362%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.345%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.033%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.185%, plus: -0.590%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.089%, plus: +0.878%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.226%, plus: -0.639%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.204%, plus: -0.661%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.360%, plus: -0.521%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.779%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.876%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +1.259%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.029%, plus: -0.319%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +1.555%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.277%, plus: -5.782%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.366%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.318%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +27.173%, plus: -27.173%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.571%, plus: -2.571%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.034%, plus: +1.438%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.147%, plus: -0.147%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.106%, plus: +0.106%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.213%, plus: +0.213%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.899%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.191%, plus: +0.192%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.081%, plus: -0.001%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.460%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.818%, plus: +2.038%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.048%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +1.194%, plus: -1.186%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.883164e-01
+- header: {name: '1/SIG*DSIG/DRWT1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.754860e-01
+   - value: 1.039730e+00
+   - value: 1.591950e+00
+   - value: 2.028837e+00
+   - value: 2.198785e+00
+   - value: 1.539836e+00
+   - value: 1.586035e-01
+independent_variables:
+- header: {name: 'RWT1', units: ''}
+  values:
+  - {high: 0.41, low: 0.0}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.2, low: 0.93}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table640.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table640.yaml
new file mode 100644
index 0000000000..c2a6ae93e2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table640.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.282011e-07}
+  - {value: 2.521164e-08}
+  - {value: 2.730159e-10}
+  - {value: 8.296296e-08}
+  - {value: 1.498942e-08}
+  - {value: 2.323810e-10}
+  - {value: 4.964550e-09}
+  - {value: 9.042328e-10}
+  - {value: 1.422751e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 295.00, low: 0.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 1000.00, low: 385.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table641.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table641.yaml
new file mode 100644
index 0000000000..39fe88ee56
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table641.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.390947e-08}
+  - {value: 1.042524e-08}
+  - {value: 5.794239e-10}
+  - {value: 1.042524e-08}
+  - {value: 6.824417e-09}
+  - {value: 3.897119e-10}
+  - {value: 5.794239e-10}
+  - {value: 3.897119e-10}
+  - {value: 2.578875e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 295.00, low: 0.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 1000.00, low: 385.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table642.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table642.yaml
new file mode 100644
index 0000000000..a734a36611
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table642.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.232231e-09}
+  - {value: 1.318790e-09}
+  - {value: 1.344124e-11}
+  - {value: 4.213934e-09}
+  - {value: 8.114004e-10}
+  - {value: 1.028853e-11}
+  - {value: 2.007037e-09}
+  - {value: 3.800844e-10}
+  - {value: 5.537650e-12}
+  - {value: 5.476425e-10}
+  - {value: 9.915552e-11}
+  - {value: 1.631246e-12}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 305.00, low: 185.00}
+  - {high: 1000.00, low: 305.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table643.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table643.yaml
new file mode 100644
index 0000000000..d38a150d0f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table643.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.135559e-09}
+  - {value: 5.077541e-10}
+  - {value: 3.039591e-11}
+  - {value: 6.183178e-10}
+  - {value: 3.273125e-10}
+  - {value: 1.961321e-11}
+  - {value: 2.846196e-10}
+  - {value: 1.682175e-10}
+  - {value: 9.666119e-12}
+  - {value: 6.471447e-11}
+  - {value: 4.510126e-11}
+  - {value: 2.714833e-12}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
+  - {high: 295.00, low: 0.00}
+  - {high: 385.00, low: 295.00}
+  - {high: 1000.00, low: 385.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table644.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table644.yaml
new file mode 100644
index 0000000000..252332c22f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table644.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.330923e-11}
+  - {value: 3.227450e-11}
+  - {value: 1.383921e-11}
+  - {value: 3.237157e-12}
+  - {value: 3.227450e-11}
+  - {value: 2.069936e-11}
+  - {value: 8.388944e-12}
+  - {value: 2.067752e-12}
+  - {value: 1.383921e-11}
+  - {value: 8.388944e-12}
+  - {value: 4.921255e-12}
+  - {value: 1.172317e-12}
+  - {value: 3.237157e-12}
+  - {value: 2.067752e-12}
+  - {value: 1.172317e-12}
+  - {value: 3.584169e-13}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 1000.00, low: 465.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 365.00, low: 275.00}
+  - {high: 465.00, low: 365.00}
+  - {high: 1000.00, low: 465.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table645.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table645.yaml
new file mode 100644
index 0000000000..4d576bb84d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table645.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 170.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +0.881%}
+    - asymerror: {minus: +0.453%, plus: -0.453%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.599%, plus: -3.599%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.129%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.561%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.334%, plus: -0.347%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.004%, plus: -0.001%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.335%, plus: +0.335%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.278%, plus: -0.238%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.041%, plus: +2.041%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.097%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.401%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.043%, plus: -0.041%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.628%, plus: -0.063%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.537%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.474%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.314%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.420%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.401%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.065%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.700%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.317%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.476%, plus: +0.930%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.013%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.103%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.185%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.747%, plus: +0.747%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.094%, plus: +0.094%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.105%, plus: +0.553%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.024%, plus: -0.026%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.337%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.018%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.066%, plus: +0.324%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.082%, plus: -0.082%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.493646e-05
+  - errors:
+    - {label: stat, symerror: +3.426%}
+    - asymerror: {minus: +0.585%, plus: -0.585%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -14.314%, plus: +14.314%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.396%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.072%, plus: +0.072%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.091%, plus: -0.090%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.246%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.649%, plus: +0.082%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.077%, plus: -0.108%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.495%, plus: +0.512%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.127%, plus: +0.105%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.100%, plus: +1.100%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.397%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.509%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.056%, plus: -0.161%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.962%, plus: +5.962%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.243%, plus: +0.241%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -1.050%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.080%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.003%, plus: -0.411%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.263%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.191%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.397%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.979%, plus: +0.241%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.312%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.921%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.176%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.791%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.247%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.888%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.069%, plus: -2.074%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.772%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.411%, plus: -4.145%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.033%, plus: -0.092%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.323%, plus: -0.516%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.031%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.446%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.899%, plus: -0.899%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.467%, plus: +5.467%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.049%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.035%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.452%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.551%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.650%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.891%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.015%, plus: -0.126%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.576203e-06
+  - errors:
+    - {label: stat, symerror: +5.781%}
+    - asymerror: {minus: -0.108%, plus: +0.108%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -23.125%, plus: +23.125%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.291%, plus: -0.496%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.424%, plus: +0.424%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.000%, plus: +0.002%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.354%, plus: -0.382%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -2.193%, plus: +0.123%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.300%, plus: +0.275%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.451%, plus: +0.473%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.029%, plus: -0.047%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.612%, plus: +1.612%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.745%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.393%, plus: +1.755%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.317%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.314%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.799%, plus: +8.799%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.251%, plus: +0.250%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.117%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.063%, plus: +0.058%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.156%, plus: +0.156%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.045%, plus: +0.323%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.149%, plus: -0.529%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.315%, plus: +0.524%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.112%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.388%, plus: -0.622%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -2.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.862%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.987%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.685%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.217%, plus: -2.544%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.501%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.256%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.883%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.641%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.385%, plus: -5.542%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.070%, plus: -0.109%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.391%, plus: -0.248%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.401%, plus: +0.441%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.561%, plus: -0.561%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.405%, plus: +2.405%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.436%, plus: -2.592%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.347%, plus: +0.355%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.136%, plus: +0.136%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.290%, plus: -0.290%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.569%, plus: -0.606%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.180%, plus: -0.181%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.248%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.562%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.813%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.049%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.241%, plus: +0.241%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.351441e-08
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 170.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.397747e-05
+   - value: 3.918364e-06
+   - value: 7.272449e-08
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 185.0, low: 0.0}
+  - {high: 320.0, low: 185.0}
+  - {high: 1000.0, low: 320.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table646.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table646.yaml
new file mode 100644
index 0000000000..b69b15bdc7
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table646.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 170.0 GeV < T2_PT < 290.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.581%}
+    - asymerror: {minus: -2.422%, plus: +2.422%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.931%, plus: +6.931%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.561%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.100%, plus: -0.099%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.130%, plus: -0.130%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.516%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.729%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.280%, plus: +1.330%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.050%, plus: +0.053%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.271%, plus: +1.271%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.577%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.663%, plus: +0.894%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.630%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.063%, plus: +4.063%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.390%, plus: +0.390%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.455%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.229%, plus: +0.221%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.321%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.560%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.313%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.393%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.770%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.829%, plus: +0.206%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.861%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.912%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.048%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.362%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.615%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.619%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.008%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.188%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.032%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.749%, plus: -1.081%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.046%, plus: -0.102%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.481%, plus: -0.824%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.804%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.808%, plus: -4.808%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.522%, plus: -3.522%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.489%, plus: -1.683%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.059%, plus: -0.058%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.028%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.135%, plus: +0.135%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.374%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.732%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.675%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.730%, plus: -0.902%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.250%, plus: +0.250%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.586292e-06
+  - errors:
+    - {label: stat, symerror: +3.354%}
+    - asymerror: {minus: -0.631%, plus: +0.631%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.726%, plus: +10.726%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.264%, plus: +0.264%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.104%, plus: -0.104%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.600%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.310%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.430%, plus: +1.486%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.097%, plus: -0.112%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.156%, plus: +1.156%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.684%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.726%, plus: +1.814%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.394%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.112%, plus: -0.478%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.774%, plus: +2.774%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.371%, plus: +0.370%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.045%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.165%, plus: +0.157%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.222%, plus: +0.223%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.140%, plus: -0.140%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.407%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.328%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.628%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -2.001%, plus: +0.212%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.779%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.631%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.117%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.159%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.301%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.216%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.846%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.006%, plus: -2.250%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.183%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.752%, plus: -3.037%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.038%, plus: -0.072%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.169%, plus: -0.566%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.044%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.494%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.906%, plus: -1.906%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.647%, plus: -3.647%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.353%, plus: -2.447%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.139%, plus: +0.144%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.563%, plus: -1.346%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.293%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.560%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.476%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.020%, plus: -1.509%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.028%, plus: -0.171%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.465%, plus: +0.465%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.265377e-06
+  - errors:
+    - {label: stat, symerror: +6.932%}
+    - asymerror: {minus: -1.904%, plus: +1.904%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -18.348%, plus: +18.348%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.003%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.545%, plus: +0.545%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.151%, plus: -0.253%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.979%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.092%, plus: +0.966%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.197%, plus: +1.244%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.142%, plus: -0.168%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.805%, plus: +1.805%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.459%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.597%, plus: +2.564%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.360%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.072%, plus: -0.266%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.953%, plus: +5.953%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.220%, plus: +0.218%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.952%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.145%, plus: -0.148%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.390%, plus: +0.392%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.017%, plus: +0.235%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.041%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.095%, plus: -0.254%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.261%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.372%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.128%, plus: -0.128%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.250%, plus: -0.475%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.887%, plus: +0.157%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.393%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.397%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.357%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.229%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.266%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +2.324%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.469%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.048%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +4.920%, plus: -5.127%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.043%, plus: -0.082%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.793%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.500%, plus: -1.500%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.798%, plus: -2.798%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.621%, plus: -2.003%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.417%, plus: +0.423%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.183%, plus: +0.183%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.396%, plus: -0.396%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.075%, plus: -1.437%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.600%, plus: -0.603%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.515%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.272%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.723%, plus: +0.298%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.033%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.026%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.538%, plus: +0.538%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.217737e-08
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 170.0 GeV < T2_PT < 290.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.854632e-06
+   - value: 1.581881e-06
+   - value: 2.711469e-08
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 275.0, low: 0.0}
+  - {high: 430.0, low: 275.0}
+  - {high: 1000.0, low: 430.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table647.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table647.yaml
new file mode 100644
index 0000000000..d9e1825c87
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table647.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 290.0 GeV < T2_PT < 450.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.073%}
+    - asymerror: {minus: -5.049%, plus: +5.049%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.942%, plus: +10.942%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.394%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.437%, plus: +0.438%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.529%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -2.420%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.481%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.753%, plus: +1.820%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.371%, plus: -0.371%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.464%, plus: +1.464%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.774%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -2.130%, plus: +1.608%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.726%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.230%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.417%, plus: +3.417%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.166%, plus: +0.167%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.545%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.143%, plus: +0.136%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.296%, plus: +0.297%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.143%, plus: -0.143%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.518%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.224%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.362%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.756%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -2.379%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.972%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.978%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.344%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.796%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.697%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.325%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.844%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.705%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -2.026%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.853%, plus: -3.867%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.022%, plus: -0.078%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.069%, plus: -0.710%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.544%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.919%, plus: +0.919%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.732%, plus: -6.732%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.116%, plus: -3.219%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.151%, plus: +0.157%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.225%, plus: -0.225%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.140%, plus: -1.707%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.186%, plus: -0.186%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.061%, plus: -0.116%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.570%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.741%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.574%, plus: -2.236%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.667%, plus: +0.669%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.294550e-07
+  - errors:
+    - {label: stat, symerror: +3.896%}
+    - asymerror: {minus: -5.867%, plus: +5.867%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.976%, plus: +9.976%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.334%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.642%, plus: +0.644%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.019%, plus: -0.499%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.631%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.741%, plus: +1.807%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.468%, plus: -0.469%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.359%, plus: +1.359%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.538%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.666%, plus: +2.051%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.419%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.209%, plus: -0.455%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.795%, plus: +2.795%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.080%, plus: +0.081%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.166%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.039%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.417%, plus: +0.420%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.095%, plus: -0.095%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.221%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.372%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.050%, plus: -0.750%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.920%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.784%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.575%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.201%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.330%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.084%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.130%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.873%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.999%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.843%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.891%, plus: -3.118%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.042%, plus: -0.078%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.038%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.292%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.483%, plus: +1.483%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.282%, plus: -4.282%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.776%, plus: -3.070%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.052%, plus: -0.051%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.203%, plus: +0.208%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.299%, plus: -0.299%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.690%, plus: -1.699%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.484%, plus: -0.485%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.130%, plus: +0.048%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.598%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.568%, plus: -1.482%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.743%, plus: +0.745%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.854643e-07
+  - errors:
+    - {label: stat, symerror: +5.469%}
+    - asymerror: {minus: -6.571%, plus: +6.571%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.856%, plus: +9.856%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.044%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.692%, plus: +0.694%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.094%, plus: +0.094%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.110%, plus: -0.397%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.855%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.710%, plus: +1.774%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.450%, plus: -0.462%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.585%, plus: +1.585%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.604%, plus: +0.146%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.101%, plus: +1.541%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.261%, plus: -0.261%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.605%, plus: +3.605%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.074%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.031%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.361%, plus: -0.360%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.525%, plus: +0.528%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.176%, plus: +0.255%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.276%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.449%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.170%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.187%, plus: -0.567%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.675%, plus: +0.335%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.696%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.158%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.810%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.263%, plus: -1.273%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.150%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.223%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.045%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.324%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.850%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.011%, plus: -8.148%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.556%, plus: +0.761%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.066%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.341%, plus: -0.220%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.839%, plus: +2.839%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +10.211%, plus: -10.211%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.993%, plus: -2.469%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.250%, plus: +0.256%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.401%, plus: -0.401%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.893%, plus: -1.434%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.032%, plus: -1.033%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.215%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.235%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.748%, plus: +0.315%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.449%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.743%, plus: +0.746%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.495398e-08
+  - errors:
+    - {label: stat, symerror: +17.631%}
+    - asymerror: {minus: -10.880%, plus: +10.880%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -19.740%, plus: +19.740%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.792%, plus: +0.796%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.200%, plus: +0.199%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.024%, plus: -0.468%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.960%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.231%, plus: -0.691%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.536%, plus: +1.594%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.290%, plus: -0.292%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.183%, plus: +2.183%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.578%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.144%, plus: +0.879%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.101%, plus: -0.376%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.622%, plus: +6.622%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.201%, plus: -0.199%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.497%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.759%, plus: -0.750%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.499%, plus: +0.501%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.286%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.554%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.307%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.894%, plus: +0.368%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.243%, plus: -0.243%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.284%, plus: -0.370%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.037%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.828%, plus: +0.147%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.969%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.186%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.549%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.183%, plus: -0.915%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.101%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.691%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.572%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.372%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.338%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +7.491%, plus: -12.565%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.064%, plus: -0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.999%, plus: +1.190%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.249%, plus: -0.676%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.568%, plus: +0.568%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.853%, plus: -3.853%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.493%, plus: -1.820%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.512%, plus: +0.516%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.262%, plus: +0.262%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.476%, plus: -0.476%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.107%, plus: -1.374%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +2.101%, plus: -2.096%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.529%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -1.429%, plus: +0.400%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.135%, plus: +1.309%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.500%, plus: +0.500%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.038639e-09
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 290.0 GeV < T2_PT < 450.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.679839e-07
+   - value: 5.103937e-07
+   - value: 9.314517e-08
+   - value: 5.048688e-09
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 370.0, low: 0.0}
+  - {high: 460.0, low: 370.0}
+  - {high: 585.0, low: 460.0}
+  - {high: 1000.0, low: 585.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table648.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table648.yaml
new file mode 100644
index 0000000000..146331e061
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table648.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 450.0 GeV < T2_PT < 1000.0 GeV) (breakdown of systematics)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +7.842%}
+    - asymerror: {minus: -10.256%, plus: +10.256%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -11.207%, plus: +11.207%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.506%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.767%, plus: +0.770%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.518%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.454%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.369%, plus: +0.115%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.837%, plus: +1.905%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.695%, plus: -0.711%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.034%, plus: +2.034%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -1.258%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.840%, plus: +0.938%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.833%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.952%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.605%, plus: +4.605%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.293%, plus: -0.289%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.179%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.556%, plus: -0.550%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.589%, plus: +0.593%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.295%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.425%, plus: +0.264%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.104%, plus: -0.661%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.456%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.276%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.738%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.655%, plus: +0.713%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -2.122%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.702%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.179%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.092%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.070%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.026%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.586%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.576%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.021%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +4.965%, plus: -2.565%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.016%, plus: -0.083%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.684%, plus: +0.619%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.678%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.521%, plus: +3.521%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +8.014%, plus: -8.014%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.423%, plus: -3.267%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.334%, plus: +0.340%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.118%, plus: +0.118%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.508%, plus: -0.508%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.657%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.401%, plus: -1.396%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.343%, plus: -0.188%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.655%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -1.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.572%, plus: +0.906%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.832%, plus: +0.835%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.092915e-09
+  - errors:
+    - {label: stat, symerror: +12.301%}
+    - asymerror: {minus: -16.074%, plus: +16.074%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.924%, plus: +5.924%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.373%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.839%, plus: +0.841%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.166%, plus: +0.166%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.207%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -2.146%, plus: +0.189%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.006%, plus: -1.201%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -1.696%, plus: +1.758%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.480%, plus: -0.484%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.772%, plus: +1.772%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.823%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.759%, plus: +0.197%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.324%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.624%, plus: +4.624%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.411%, plus: -0.406%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.270%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.967%, plus: -0.951%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.582%, plus: +0.585%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.290%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.264%, plus: +0.302%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.318%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.267%, plus: -0.849%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.370%, plus: +0.295%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.826%, plus: +0.438%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.104%, plus: -0.105%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.521%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.915%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.584%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.449%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.150%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.125%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.034%, plus: +0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.254%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.158%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.900%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.082%, plus: -1.691%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.088%, plus: +2.042%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.065%, plus: -0.061%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -2.449%, plus: +1.709%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.302%, plus: -1.393%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.156%, plus: +3.156%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.870%, plus: -6.870%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.364%, plus: -2.144%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.480%, plus: +0.486%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.164%, plus: +0.164%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.196%, plus: -0.196%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.562%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +2.511%, plus: -2.485%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.568%, plus: -0.392%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.706%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -1.808%, plus: +0.558%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.997%, plus: +1.911%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.206%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.601%, plus: +0.602%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.491480e-09
+- header: {name: '1/SIG*D2SIG/DT1_PT/DT2_PT ( 450.0 GeV < T2_PT < 1000.0 GeV) (PWG+PY8)', units: ' GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.303842e-09
+   - value: 5.274890e-09
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 560.0, low: 0.0}
+  - {high: 1000.0, low: 560.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table649.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table649.yaml
new file mode 100644
index 0000000000..26a0ca034d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table649.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.397924e-13}
+  - {value: -4.532872e-13}
+  - {value: -6.453287e-15}
+  - {value: -4.532872e-13}
+  - {value: 3.443599e-13}
+  - {value: 4.346021e-15}
+  - {value: -6.453287e-15}
+  - {value: 4.346021e-15}
+  - {value: 8.065744e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 1000.00, low: 320.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table65.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table65.yaml
new file mode 100644
index 0000000000..40dc1ece21
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table65.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.257000e-03}
+  - {value: 9.877000e-04}
+  - {value: -2.019000e-03}
+  - {value: -2.072000e-03}
+  - {value: -4.046000e-03}
+  - {value: -1.912000e-03}
+  - {value: 1.182000e-03}
+  - {value: 9.877000e-04}
+  - {value: 3.848000e-03}
+  - {value: -1.527000e-03}
+  - {value: -6.029000e-03}
+  - {value: -5.659000e-03}
+  - {value: -1.866000e-03}
+  - {value: 1.869000e-03}
+  - {value: -2.019000e-03}
+  - {value: -1.527000e-03}
+  - {value: 6.279000e-03}
+  - {value: 2.398000e-03}
+  - {value: 3.993000e-03}
+  - {value: 2.389000e-03}
+  - {value: -1.628000e-03}
+  - {value: -2.072000e-03}
+  - {value: -6.029000e-03}
+  - {value: 2.398000e-03}
+  - {value: 1.540000e-02}
+  - {value: 9.818000e-03}
+  - {value: 1.759000e-03}
+  - {value: -3.963000e-03}
+  - {value: -4.046000e-03}
+  - {value: -5.659000e-03}
+  - {value: 3.993000e-03}
+  - {value: 9.818000e-03}
+  - {value: 2.279000e-02}
+  - {value: 6.377000e-03}
+  - {value: -6.080000e-03}
+  - {value: -1.912000e-03}
+  - {value: -1.866000e-03}
+  - {value: 2.389000e-03}
+  - {value: 1.759000e-03}
+  - {value: 6.377000e-03}
+  - {value: 5.917000e-03}
+  - {value: -2.206000e-03}
+  - {value: 1.182000e-03}
+  - {value: 1.869000e-03}
+  - {value: -1.628000e-03}
+  - {value: -3.963000e-03}
+  - {value: -6.080000e-03}
+  - {value: -2.206000e-03}
+  - {value: 2.155000e-03}
+independent_variables:
+- header: {name: 'RWT1'}
+  values:
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+- header: {name: 'RWT1'}
+  values:
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table650.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table650.yaml
new file mode 100644
index 0000000000..060fa8a192
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table650.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.338725e-13}
+  - {value: 1.065686e-13}
+  - {value: 1.728431e-15}
+  - {value: -1.369118e-13}
+  - {value: 7.372549e-14}
+  - {value: 1.148039e-15}
+  - {value: -3.459804e-15}
+  - {value: 2.102451e-15}
+  - {value: 3.157843e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table651.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table651.yaml
new file mode 100644
index 0000000000..c406dc3205
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table651.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.770833e-14}
+  - {value: 4.666667e-14}
+  - {value: 1.042361e-15}
+  - {value: 4.666667e-14}
+  - {value: 2.874306e-14}
+  - {value: 6.779167e-16}
+  - {value: 1.042361e-15}
+  - {value: 6.779167e-16}
+  - {value: 2.079167e-17}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table652.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table652.yaml
new file mode 100644
index 0000000000..3ddb7260b4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table652.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -1.288971e-14}
+  - {value: 6.279412e-15}
+  - {value: 1.031985e-16}
+  - {value: -3.687500e-14}
+  - {value: 2.013603e-14}
+  - {value: 3.144485e-16}
+  - {value: -7.169118e-15}
+  - {value: 3.112868e-15}
+  - {value: 5.606618e-17}
+  - {value: -6.595588e-16}
+  - {value: 4.025735e-16}
+  - {value: 5.966912e-18}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table653.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table653.yaml
new file mode 100644
index 0000000000..26c90e42fb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table653.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.529688e-15}
+  - {value: 2.871354e-15}
+  - {value: 6.729167e-17}
+  - {value: 1.178646e-14}
+  - {value: 7.869792e-15}
+  - {value: 1.919792e-16}
+  - {value: 2.630729e-15}
+  - {value: 1.679687e-15}
+  - {value: 3.945833e-17}
+  - {value: 1.878646e-16}
+  - {value: 1.317708e-16}
+  - {value: 3.407813e-18}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table654.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table654.yaml
new file mode 100644
index 0000000000..2f3410efd4
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table654.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.401563e-16}
+  - {value: 8.667969e-16}
+  - {value: 2.042187e-16}
+  - {value: 1.392187e-17}
+  - {value: 8.667969e-16}
+  - {value: 2.558203e-15}
+  - {value: 5.316406e-16}
+  - {value: 3.929688e-17}
+  - {value: 2.042187e-16}
+  - {value: 5.316406e-16}
+  - {value: 1.611719e-16}
+  - {value: 9.582031e-18}
+  - {value: 1.392187e-17}
+  - {value: 3.929688e-17}
+  - {value: 9.582031e-18}
+  - {value: 1.609375e-18}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table655.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table655.yaml
new file mode 100644
index 0000000000..eed0b71d9b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table655.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: -2.747594e-16}
+  - {value: 1.381818e-16}
+  - {value: 2.256684e-18}
+  - {value: -2.259893e-16}
+  - {value: 9.670588e-17}
+  - {value: 1.878075e-18}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table656.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table656.yaml
new file mode 100644
index 0000000000..a98118aabd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table656.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.636364e-17}
+  - {value: 6.415152e-17}
+  - {value: 1.486212e-18}
+  - {value: 7.121212e-17}
+  - {value: 5.643939e-17}
+  - {value: 1.110758e-18}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table657.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table657.yaml
new file mode 100644
index 0000000000..397bc1a070
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table657.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.781818e-18}
+  - {value: 2.145455e-17}
+  - {value: 5.396591e-18}
+  - {value: 3.728409e-19}
+  - {value: 7.500000e-18}
+  - {value: 2.084091e-17}
+  - {value: 6.168182e-18}
+  - {value: 5.304545e-19}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table658.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table658.yaml
new file mode 100644
index 0000000000..a66c57a3c0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table658.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: ' GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.885289e-19}
+  - {value: 3.031405e-19}
+  - {value: 3.031405e-19}
+  - {value: 8.181818e-19}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table659.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table659.yaml
new file mode 100644
index 0000000000..742a76e8eb
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table659.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 170.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +3.824%}
+    - asymerror: {minus: -0.830%, plus: +0.830%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +14.834%, plus: -14.834%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.059%, plus: +0.699%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.517%, plus: +0.518%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.124%, plus: +0.753%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.935%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.199%, plus: -0.670%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.388%, plus: -2.377%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.247%, plus: +1.238%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.281%, plus: +1.281%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.737%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.064%, plus: -4.058%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.513%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.761%, plus: +1.117%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.049%, plus: +8.049%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.507%, plus: +0.507%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +1.650%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.647%, plus: +1.666%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.439%, plus: -0.438%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.340%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.189%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.581%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.275%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.667%, plus: -0.222%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.264%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.234%, plus: +1.194%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.884%, plus: -0.244%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.840%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.954%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.023%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.989%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.995%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.202%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.755%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +2.242%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.655%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.539%, plus: +5.550%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.047%, plus: +0.107%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.279%, plus: +0.620%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.025%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.797%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.843%, plus: -1.843%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.210%, plus: -3.210%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.974%, plus: +5.851%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.207%, plus: +0.200%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.727%, plus: +0.727%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.463%, plus: +2.779%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.242%, plus: -0.241%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.752%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.673%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.937%, plus: +4.868%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.025%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.412264e-02
+  - errors:
+    - {label: stat, symerror: +2.178%}
+    - asymerror: {minus: -0.697%, plus: +0.697%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.990%, plus: +0.990%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.079%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.403%, plus: +0.404%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.307%, plus: +0.376%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.305%, plus: +0.308%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.251%, plus: -0.879%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.542%, plus: -1.536%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.377%, plus: +1.346%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.729%, plus: +0.729%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.095%, plus: +0.232%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.247%, plus: -3.975%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.707%, plus: +0.885%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.060%, plus: +3.060%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.845%, plus: +0.847%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.352%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.767%, plus: +1.785%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.368%, plus: -0.367%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.012%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.194%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.074%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.500%, plus: -0.361%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.044%, plus: +0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.353%, plus: +0.594%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.755%, plus: +0.059%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.151%, plus: -0.033%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.452%, plus: +0.278%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.434%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.616%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.171%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.025%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.214%, plus: -0.575%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.012%, plus: -0.437%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.692%, plus: +0.243%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.145%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.447%, plus: -3.447%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.986%, plus: +1.986%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.358%, plus: +4.164%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.265%, plus: +0.265%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.683%, plus: +0.683%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.849%, plus: +1.970%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.270%, plus: -0.270%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.069%, plus: -0.006%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.409%, plus: -0.370%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.418%, plus: +3.597%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.012%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.177%, plus: +0.177%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.459491e-03
+  - errors:
+    - {label: stat, symerror: +4.867%}
+    - asymerror: {minus: -1.399%, plus: +1.399%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.775%, plus: +8.775%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.215%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.445%, plus: +0.445%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.494%, plus: +0.496%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.239%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.857%, plus: +0.348%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.499%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.587%, plus: -1.574%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.222%, plus: +1.191%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.276%, plus: +1.276%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.135%, plus: -0.162%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.330%, plus: -2.142%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.097%, plus: -0.020%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.584%, plus: +1.365%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.285%, plus: +6.285%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.853%, plus: +0.856%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.070%, plus: +0.112%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.751%, plus: +1.767%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.248%, plus: -0.248%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.225%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.273%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.342%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.776%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.591%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.552%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.990%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.262%, plus: -1.992%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.884%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.100%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.826%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.943%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.142%, plus: -0.306%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +3.200%, plus: -1.218%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.036%, plus: -0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.346%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.117%, plus: -3.117%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.975%, plus: -0.975%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.454%, plus: +2.540%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.577%, plus: +0.581%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.095%, plus: +0.095%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.430%, plus: +0.430%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.923%, plus: +1.813%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.450%, plus: -0.450%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.111%, plus: -0.213%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.010%, plus: +0.297%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.035%, plus: +3.679%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.349%, plus: +0.349%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.176793e-05
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 170.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.998187e-02
+   - value: 3.265408e-03
+   - value: 6.060569e-05
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 185.0, low: 0.0}
+  - {high: 320.0, low: 185.0}
+  - {high: 1000.0, low: 320.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table66.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table66.yaml
new file mode 100644
index 0000000000..c18e29d601
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table66.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: 'DSIG/DRWT1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.468%}
+    - asymerror: {minus: -2.543%, plus: +2.543%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.889%, plus: +4.889%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.173%, plus: +0.164%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.093%, plus: -0.094%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.528%, plus: +0.530%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.202%, plus: -0.201%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.235%, plus: +0.417%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.751%, plus: +0.160%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.072%, plus: -1.239%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.879%, plus: -0.875%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.373%, plus: +1.372%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.888%, plus: +0.888%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.057%, plus: +0.083%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.105%, plus: -4.314%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.884%, plus: +0.909%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.034%, plus: +2.034%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.549%, plus: +0.549%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.282%, plus: +0.029%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.339%, plus: +1.346%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.065%, plus: +0.064%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.037%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.031%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.277%, plus: -0.296%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.133%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.527%, plus: +0.554%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.766%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.056%, plus: -0.459%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.732%, plus: +0.202%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.693%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.125%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.636%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.755%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.705%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.017%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.031%, plus: -0.869%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.325%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.033%, plus: -0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.313%, plus: +0.238%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.012%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.248%, plus: -0.337%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +17.670%, plus: -17.670%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.219%, plus: +12.219%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.044%, plus: +4.628%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.351%, plus: +0.352%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.068%, plus: +0.068%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.917%, plus: +1.755%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.071%, plus: -1.067%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.336%, plus: -0.189%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.092%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.104%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.913%, plus: +5.093%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.002%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.704%, plus: +0.706%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.967789e-01
+  - errors:
+    - {label: stat, symerror: +2.488%}
+    - asymerror: {minus: -3.735%, plus: +3.735%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.473%, plus: +0.473%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.221%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.467%, plus: +0.469%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.186%, plus: -0.186%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.212%, plus: +0.061%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.122%, plus: -0.315%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.160%, plus: -1.160%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.881%, plus: -0.874%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.130%, plus: +1.101%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.874%, plus: +0.874%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.260%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.323%, plus: -2.191%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.969%, plus: +0.681%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.255%, plus: +2.255%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.591%, plus: +0.592%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.415%, plus: +0.214%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.531%, plus: +1.543%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.004%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.174%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.154%, plus: -0.407%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.358%, plus: +0.316%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.356%, plus: +0.077%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.788%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.911%, plus: +0.069%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.606%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.682%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.250%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.646%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.143%, plus: -0.571%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.608%, plus: -1.864%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.011%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.173%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.045%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.058%, plus: -0.292%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +12.582%, plus: -12.582%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.326%, plus: +7.326%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.435%, plus: +3.157%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.027%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.322%, plus: +0.320%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.348%, plus: +1.189%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.531%, plus: -0.530%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.106%, plus: +0.152%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.077%, plus: -0.235%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.383%, plus: +3.372%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.783%, plus: +0.786%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.197927e+00
+  - errors:
+    - {label: stat, symerror: +2.011%}
+    - asymerror: {minus: -3.635%, plus: +3.635%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.232%, plus: +2.232%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.072%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.209%, plus: +0.209%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.456%, plus: +0.456%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.153%, plus: -0.153%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.308%, plus: +0.179%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.244%, plus: +0.035%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.100%, plus: -1.067%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.729%, plus: -0.723%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.138%, plus: +1.121%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.779%, plus: +0.779%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.240%, plus: +0.075%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.601%, plus: -2.585%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.256%, plus: -0.089%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.615%, plus: +0.572%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.753%, plus: +1.753%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.656%, plus: +0.657%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.693%, plus: +1.708%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.163%, plus: -0.163%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.150%, plus: -0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.066%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.007%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.290%, plus: -0.294%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.338%, plus: +0.347%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.364%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.766%, plus: +0.074%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.771%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.624%, plus: +0.139%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.489%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.315%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.334%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.185%, plus: -0.377%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.423%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.583%, plus: -2.467%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.315%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.044%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.995%, plus: -5.995%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.492%, plus: +5.492%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.087%, plus: +3.206%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.349%, plus: +0.351%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.194%, plus: +1.050%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.338%, plus: -0.337%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.140%, plus: -0.228%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.196%, plus: -0.258%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.575%, plus: +3.346%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.020%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.723%, plus: +0.725%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.643370e+00
+  - errors:
+    - {label: stat, symerror: +1.916%}
+    - asymerror: {minus: -2.886%, plus: +2.886%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.599%, plus: +5.599%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.180%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.366%, plus: +0.367%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.490%, plus: +0.492%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.197%, plus: +0.204%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.345%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.077%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.682%, plus: -0.676%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.144%, plus: +1.123%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.720%, plus: +0.720%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.142%, plus: +0.154%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.237%, plus: -2.538%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.251%, plus: -0.147%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.791%, plus: +0.839%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.553%, plus: +1.553%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.687%, plus: +0.689%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.154%, plus: +0.062%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.839%, plus: +1.857%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.311%, plus: -0.311%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.164%, plus: -0.164%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.040%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.133%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.077%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.031%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.302%, plus: -0.274%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.088%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.373%, plus: +0.355%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.019%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.616%, plus: +0.092%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.628%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.051%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.960%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.622%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.127%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.126%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.616%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.692%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.868%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.049%, plus: +0.819%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.196%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.208%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.646%, plus: -3.646%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.148%, plus: +9.148%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.868%, plus: +2.924%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.352%, plus: +0.353%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.240%, plus: +1.306%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.300%, plus: -0.299%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.067%, plus: +0.092%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.015%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.140%, plus: -0.224%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.867%, plus: +2.976%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.586%, plus: +0.588%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.292609e+00
+  - errors:
+    - {label: stat, symerror: +1.919%}
+    - asymerror: {minus: -2.467%, plus: +2.467%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.583%, plus: +0.583%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.114%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.487%, plus: +0.488%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.477%, plus: +0.478%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.242%, plus: +0.335%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.367%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.038%, plus: -0.840%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.704%, plus: -0.698%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.165%, plus: +1.130%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.732%, plus: +0.732%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.191%, plus: +0.176%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.865%, plus: -2.287%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.203%, plus: -0.041%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.649%, plus: +0.657%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.555%, plus: +1.555%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.816%, plus: +0.819%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.132%, plus: +0.157%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.016%, plus: +2.037%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.451%, plus: -0.450%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.061%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.100%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.074%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.355%, plus: -0.311%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.112%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.405%, plus: +0.515%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.019%, plus: -0.297%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.016%, plus: +0.122%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.528%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.302%, plus: +0.165%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.296%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.568%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.090%, plus: -0.578%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.671%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.020%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.048%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.208%, plus: -0.172%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.504%, plus: -2.504%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.206%, plus: +9.206%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.583%, plus: +2.691%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.366%, plus: +0.367%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.024%, plus: +1.259%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.330%, plus: -0.330%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.058%, plus: -0.022%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.104%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.126%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.727%, plus: +2.811%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.037%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.354%, plus: +0.355%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.744636e+00
+  - errors:
+    - {label: stat, symerror: +2.407%}
+    - asymerror: {minus: -4.164%, plus: +4.164%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.713%, plus: -0.713%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.147%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.565%, plus: +0.566%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.414%, plus: +0.415%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.200%, plus: +0.232%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.316%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.052%, plus: -1.452%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.822%, plus: -0.816%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.186%, plus: +1.149%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.858%, plus: +0.858%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.317%, plus: -3.369%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.121%, plus: -0.084%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.591%, plus: +0.834%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.863%, plus: +1.863%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.345%, plus: +1.350%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.202%, plus: +2.227%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.417%, plus: -0.417%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.063%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.016%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.000%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.282%, plus: -0.260%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.108%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.383%, plus: +0.291%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.045%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.776%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.667%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.590%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.410%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.821%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.558%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.096%, plus: -0.803%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.090%, plus: -1.019%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.012%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.131%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.023%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.172%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.087%, plus: -5.087%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.240%, plus: +7.240%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.969%, plus: +3.372%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.402%, plus: +0.404%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.155%, plus: +1.230%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.381%, plus: -0.380%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.194%, plus: -0.230%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.031%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.160%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.893%, plus: +4.120%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.052%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.012%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.154315e+00
+  - errors:
+    - {label: stat, symerror: +5.121%}
+    - asymerror: {minus: -4.705%, plus: +4.705%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.962%, plus: +4.962%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.490%, plus: +0.491%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.172%, plus: -0.175%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.079%, plus: -0.080%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.443%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.742%, plus: -0.617%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.115%, plus: -0.388%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.728%, plus: -1.719%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.379%, plus: +1.375%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.877%, plus: +1.877%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.254%, plus: +0.215%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.010%, plus: -3.186%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.107%, plus: -0.070%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.062%, plus: +0.701%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.125%, plus: +6.125%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -3.885%, plus: +3.934%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.741%, plus: +0.360%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.545%, plus: +1.561%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.029%, plus: +0.310%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.003%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.134%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.663%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.296%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.292%, plus: +0.755%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.028%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.607%, plus: -0.637%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.383%, plus: +0.516%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.236%, plus: -0.820%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.835%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.133%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.319%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.597%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.758%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.041%, plus: -0.828%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.895%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.491%, plus: -6.538%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.375%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.021%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.490%, plus: -0.271%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +33.065%, plus: -33.065%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.413%, plus: +5.413%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.235%, plus: +4.788%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.206%, plus: +0.205%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.126%, plus: +0.126%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.287%, plus: +0.287%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.195%, plus: +1.114%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.250%, plus: -0.250%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.166%, plus: -0.068%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.184%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.385%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.394%, plus: +5.718%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.082%, plus: +0.305%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.745%, plus: -0.746%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.158700e-01
+- header: {name: 'DSIG/DRWT1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.853421e-01
+   - value: 2.209178e+00
+   - value: 3.382514e+00
+   - value: 4.310794e+00
+   - value: 4.671895e+00
+   - value: 3.271785e+00
+   - value: 3.369946e-01
+independent_variables:
+- header: {name: 'RWT1', units: ''}
+  values:
+  - {high: 0.41, low: 0.0}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.2, low: 0.93}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table660.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table660.yaml
new file mode 100644
index 0000000000..0db33a9011
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table660.yaml
@@ -0,0 +1,429 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 170.0 GeV < T2_PT < 290.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.926%}
+    - asymerror: {minus: -3.743%, plus: +3.743%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.532%, plus: -5.532%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.161%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.394%, plus: +0.395%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.194%, plus: -0.193%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.228%, plus: +0.104%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.741%, plus: -0.735%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.301%, plus: +1.292%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.768%, plus: +0.768%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.276%, plus: +0.119%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.087%, plus: -2.970%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.333%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.899%, plus: +0.857%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.517%, plus: +1.517%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.992%, plus: +0.997%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.531%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.913%, plus: +1.932%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.348%, plus: -0.347%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.027%, plus: -0.188%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.184%, plus: -0.395%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.629%, plus: +0.217%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.603%, plus: +0.025%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.590%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.443%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.981%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.803%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.983%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.871%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.577%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.690%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.003%, plus: -0.699%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.340%, plus: +3.447%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.012%, plus: -0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.303%, plus: -0.399%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.255%, plus: -7.255%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.707%, plus: -6.707%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.403%, plus: +3.497%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.259%, plus: +0.259%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.858%, plus: +0.858%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.632%, plus: +1.026%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.290%, plus: -0.290%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.161%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.060%, plus: -0.395%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.172%, plus: +3.586%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.358%, plus: +0.358%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.501887e-03
+  - errors:
+    - {label: stat, symerror: +1.702%}
+    - asymerror: {minus: -1.929%, plus: +1.929%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.179%, plus: -2.179%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.162%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.285%, plus: +0.285%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.454%, plus: +0.456%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.168%, plus: -0.168%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.236%, plus: +0.209%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.336%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.080%, plus: -1.080%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.588%, plus: -0.582%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.156%, plus: +1.126%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.623%, plus: +0.623%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.984%, plus: -2.084%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.091%, plus: -0.097%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.652%, plus: +0.564%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.978%, plus: +0.978%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.972%, plus: +0.977%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.227%, plus: +0.185%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.851%, plus: +1.868%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.182%, plus: -0.182%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.043%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.080%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.135%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.073%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.250%, plus: -0.280%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.089%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.389%, plus: +0.360%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.777%, plus: +0.030%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.506%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.161%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.150%, plus: +0.081%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.599%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.674%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.415%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.151%, plus: -0.753%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.850%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.357%, plus: +1.401%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.017%, plus: -0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.113%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.428%, plus: -4.428%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.827%, plus: -6.827%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.573%, plus: +2.692%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.369%, plus: +0.370%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.604%, plus: +0.604%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.929%, plus: +1.055%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.378%, plus: -0.378%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.113%, plus: -0.259%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.186%, plus: -0.195%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.893%, plus: +2.952%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.001%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.572%, plus: +0.573%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.224080e-03
+  - errors:
+    - {label: stat, symerror: +6.276%}
+    - asymerror: {minus: -3.218%, plus: +3.218%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.554%, plus: +4.554%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.073%, plus: +0.458%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.566%, plus: +0.567%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.535%, plus: +0.537%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.369%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.374%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.826%, plus: -0.818%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.111%, plus: +1.069%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.536%, plus: +1.536%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.156%, plus: -1.364%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.692%, plus: +0.778%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.778%, plus: +2.778%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.823%, plus: +0.823%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.048%, plus: +0.280%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.546%, plus: +1.556%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.060%, plus: +0.244%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.364%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.285%, plus: -0.158%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.318%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.225%, plus: +0.287%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.132%, plus: -0.132%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.037%, plus: +0.515%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.351%, plus: -0.024%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.066%, plus: -0.115%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.262%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.222%, plus: +0.347%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.740%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.142%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.005%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.036%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.467%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.055%, plus: +0.153%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.745%, plus: -0.785%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.009%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.136%, plus: +1.225%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.134%, plus: +0.083%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.723%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.032%, plus: -4.032%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.006%, plus: -6.006%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.354%, plus: +3.160%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.646%, plus: +0.650%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.141%, plus: +0.142%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.324%, plus: +0.324%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.425%, plus: +0.962%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.871%, plus: -0.870%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.415%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.501%, plus: -0.141%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.175%, plus: +0.581%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.881%, plus: +5.137%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.001%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.645%, plus: +0.646%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.145360e-05
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 170.0 GeV < T2_PT < 290.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.378937e-03
+   - value: 1.318276e-03
+   - value: 2.259630e-05
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 275.0, low: 0.0}
+  - {high: 430.0, low: 275.0}
+  - {high: 1000.0, low: 430.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table661.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table661.yaml
new file mode 100644
index 0000000000..c1e284d106
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table661.yaml
@@ -0,0 +1,568 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 290.0 GeV < T2_PT < 450.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.699%}
+    - asymerror: {minus: -6.404%, plus: +6.404%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.989%, plus: -1.989%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.386%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.458%, plus: +0.459%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.505%, plus: +0.507%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.172%, plus: -0.172%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.245%, plus: +0.092%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.087%, plus: +0.025%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.094%, plus: -2.241%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.259%, plus: -0.255%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.885%, plus: +0.864%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.088%, plus: +1.088%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.565%, plus: -2.283%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.079%, plus: -0.430%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.797%, plus: +0.815%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.817%, plus: +0.817%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.769%, plus: +0.772%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.056%, plus: -0.320%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.829%, plus: +1.846%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.108%, plus: -0.108%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.185%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.108%, plus: -0.249%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.442%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.128%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.216%, plus: -0.391%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.126%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.442%, plus: +0.231%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.012%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.160%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.023%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.510%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.377%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.752%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.050%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.417%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.103%, plus: -1.215%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.696%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.259%, plus: +0.534%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.285%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.078%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.063%, plus: -0.433%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.675%, plus: -1.675%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.811%, plus: -9.811%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.800%, plus: +1.879%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.381%, plus: +0.382%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.496%, plus: +0.496%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.346%, plus: +0.685%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.456%, plus: -0.455%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.160%, plus: -0.082%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.151%, plus: -0.440%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.194%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.322%, plus: +2.192%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.113%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.774%, plus: +0.777%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.252302e-04
+  - errors:
+    - {label: stat, symerror: +2.562%}
+    - asymerror: {minus: -7.233%, plus: +7.233%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.842%, plus: -2.842%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.136%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.663%, plus: +0.665%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.540%, plus: +0.542%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.133%, plus: +0.122%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.357%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.852%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.270%, plus: -0.268%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.789%, plus: +0.764%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.972%, plus: +0.972%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.236%, plus: +0.357%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.047%, plus: -1.857%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.149%, plus: -0.122%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.556%, plus: +0.587%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.595%, plus: +0.595%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.684%, plus: +0.686%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.127%, plus: +0.063%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.651%, plus: +1.664%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.101%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.056%, plus: -0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.110%, plus: +0.204%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.012%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.206%, plus: -0.268%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.086%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.236%, plus: +0.238%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.005%, plus: -0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.695%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.512%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.105%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.503%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.771%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.459%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.393%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.442%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.017%, plus: -0.498%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.509%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.317%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.008%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.215%, plus: +0.434%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.408%, plus: -0.386%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.126%, plus: -1.126%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.442%, plus: -7.442%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.166%, plus: +2.036%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.433%, plus: +0.434%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.421%, plus: +0.421%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.804%, plus: +0.693%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.754%, plus: -0.752%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.031%, plus: +0.082%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.148%, plus: -0.138%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.050%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.328%, plus: +2.979%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.084%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.850%, plus: +0.853%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.728844e-04
+  - errors:
+    - {label: stat, symerror: +4.555%}
+    - asymerror: {minus: -7.946%, plus: +7.946%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.948%, plus: -2.948%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.032%, plus: +0.370%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.713%, plus: +0.716%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.587%, plus: +0.589%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.041%, plus: +0.224%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.514%, plus: +0.011%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.013%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.302%, plus: -0.300%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.807%, plus: +0.772%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.254%, plus: +1.254%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.303%, plus: +0.734%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.632%, plus: -2.347%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.315%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.504%, plus: +0.784%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.813%, plus: +0.813%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.530%, plus: +0.531%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.226%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.333%, plus: +1.341%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.122%, plus: +0.122%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.256%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.009%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.068%, plus: +0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.466%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.128%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.023%, plus: +0.380%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.100%, plus: +0.422%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.000%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.019%, plus: -0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.448%, plus: +0.154%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.422%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.685%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.844%, plus: +0.084%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.308%, plus: -0.714%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.538%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.071%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.828%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.515%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.834%, plus: -3.943%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.036%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.732%, plus: +1.193%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.953%, plus: -0.315%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.195%, plus: +0.195%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +13.175%, plus: -13.175%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.958%, plus: +2.669%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.480%, plus: +0.482%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.319%, plus: +0.319%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.605%, plus: +0.964%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.304%, plus: -1.299%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.522%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.201%, plus: +0.598%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.305%, plus: +4.367%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.850%, plus: +0.854%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.250780e-05
+  - errors:
+    - {label: stat, symerror: +17.391%}
+    - asymerror: {minus: -12.310%, plus: +12.310%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.784%, plus: +5.784%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.130%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.813%, plus: +0.818%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.693%, plus: +0.695%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.128%, plus: +0.152%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.620%, plus: +0.115%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.405%, plus: -1.458%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.479%, plus: -0.475%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.965%, plus: +0.943%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.969%, plus: +1.969%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.276%, plus: +0.286%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.588%, plus: -2.984%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.504%, plus: -0.079%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.764%, plus: +0.920%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.961%, plus: +2.961%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.405%, plus: +0.404%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.740%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.943%, plus: +0.944%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.054%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.030%, plus: -0.125%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.179%, plus: -0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.271%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.748%, plus: +0.585%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.247%, plus: -0.247%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.003%, plus: +0.622%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.040%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.410%, plus: -0.035%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.812%, plus: +0.474%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.714%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.230%, plus: +0.154%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.228%, plus: -0.353%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.490%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.590%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.278%, plus: +0.139%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +5.263%, plus: -8.563%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -2.173%, plus: +1.624%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.143%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.861%, plus: -0.771%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.017%, plus: -2.017%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +7.026%, plus: -7.026%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.399%, plus: +3.352%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.741%, plus: +0.743%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.221%, plus: +0.221%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.243%, plus: +0.243%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.379%, plus: +1.026%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +2.376%, plus: -2.360%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.885%, plus: +0.683%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.926%, plus: +5.897%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.187%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.607%, plus: +0.608%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.874200e-06
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 290.0 GeV < T2_PT < 450.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.399911e-04
+   - value: 4.253418e-04
+   - value: 7.762348e-05
+   - value: 4.207376e-06
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 370.0, low: 0.0}
+  - {high: 460.0, low: 370.0}
+  - {high: 585.0, low: 460.0}
+  - {high: 1000.0, low: 585.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table662.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table662.yaml
new file mode 100644
index 0000000000..912a04daa5
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table662.yaml
@@ -0,0 +1,290 @@
+dependent_variables:
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 450.0 GeV < T2_PT < 1000.0 GeV) (breakdown of systematics)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +7.163%}
+    - asymerror: {minus: -11.678%, plus: +11.678%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.754%, plus: -1.754%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.582%, plus: +0.247%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.788%, plus: +0.792%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.547%, plus: +0.549%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.298%, plus: +0.103%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.659%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.172%, plus: -0.171%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.565%, plus: +0.519%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.767%, plus: +1.767%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.958%, plus: +0.560%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.904%, plus: -2.927%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.433%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.907%, plus: +0.085%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.681%, plus: +0.681%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.313%, plus: +0.314%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.760%, plus: +0.050%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.141%, plus: +1.148%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.186%, plus: +0.186%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.248%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.259%, plus: +0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.289%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.294%, plus: -0.566%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.121%, plus: -0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.129%, plus: +0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.594%, plus: +0.250%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.427%, plus: +0.531%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.036%, plus: -0.854%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.232%, plus: +0.001%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.212%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.048%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.432%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.269%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.154%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.688%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.789%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.860%, plus: +1.050%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.079%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.384%, plus: -0.772%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.859%, plus: +0.859%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +11.051%, plus: -11.051%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.505%, plus: +1.829%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.564%, plus: +0.566%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.211%, plus: +0.211%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.602%, plus: +0.737%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +1.674%, plus: -1.661%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.444%, plus: -0.153%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.286%, plus: -0.525%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.512%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.385%, plus: +5.476%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.220%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.939%, plus: +0.943%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.991975e-06
+  - errors:
+    - {label: stat, symerror: +11.938%}
+    - asymerror: {minus: -17.571%, plus: +17.571%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.422%, plus: -6.422%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.449%, plus: +0.457%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.859%, plus: +0.862%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.659%, plus: +0.661%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.156%, plus: +0.416%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.809%, plus: +0.415%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.180%, plus: -1.964%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.317%, plus: -0.315%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.777%, plus: +0.749%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.491%, plus: +1.491%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.523%, plus: +0.081%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.988%, plus: -3.640%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.155%, plus: -0.021%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.897%, plus: +0.720%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.051%, plus: +1.051%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.196%, plus: +0.196%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.063%, plus: -0.042%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.737%, plus: +0.740%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.179%, plus: +0.179%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.243%, plus: +0.229%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.097%, plus: +0.239%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.021%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.457%, plus: -0.753%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.680%, plus: +0.656%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.108%, plus: -0.109%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.469%, plus: +0.469%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.040%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.690%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.579%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.979%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.779%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.815%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.410%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.728%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.397%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.251%, plus: -1.359%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -4.118%, plus: +6.713%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -2.622%, plus: +2.145%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.062%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.914%, plus: -1.486%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.504%, plus: +0.504%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +9.944%, plus: -9.944%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.524%, plus: +3.012%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.709%, plus: +0.713%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.123%, plus: +0.123%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.525%, plus: +0.525%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.550%, plus: +0.833%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +2.787%, plus: -2.748%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.669%, plus: -0.358%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.335%, plus: -0.575%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -1.266%, plus: +0.842%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -7.716%, plus: +6.527%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.233%, plus: +0.240%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.708%, plus: +0.710%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.344897e-06
+- header: {name: 'D2SIG/DT1_PT/DT2_PT ( 450.0 GeV < T2_PT < 1000.0 GeV) (PWG+PY8)', units: 'pb GeV$^{-2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 3.586651e-06
+   - value: 4.395884e-06
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV'}
+  values:
+  - {high: 560.0, low: 0.0}
+  - {high: 1000.0, low: 560.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table663.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table663.yaml
new file mode 100644
index 0000000000..c4378beae0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table663.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.450865e-05}
+  - {value: 1.565398e-06}
+  - {value: 2.848789e-08}
+  - {value: 1.565398e-06}
+  - {value: 1.815917e-07}
+  - {value: 2.600692e-09}
+  - {value: 2.848789e-08}
+  - {value: 2.600692e-09}
+  - {value: 6.491349e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 1000.00, low: 320.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table664.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table664.yaml
new file mode 100644
index 0000000000..2ee1f4ab1b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table664.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.132353e-06}
+  - {value: 1.502451e-07}
+  - {value: 2.838235e-09}
+  - {value: 8.372549e-07}
+  - {value: 6.181373e-08}
+  - {value: 1.202451e-09}
+  - {value: 9.063725e-09}
+  - {value: 9.362745e-10}
+  - {value: 1.854412e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table665.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table665.yaml
new file mode 100644
index 0000000000..0313c0f4a9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table665.yaml
@@ -0,0 +1,37 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.282639e-07}
+  - {value: 9.006944e-08}
+  - {value: 1.243750e-09}
+  - {value: 9.006944e-08}
+  - {value: 3.916667e-08}
+  - {value: 5.561806e-10}
+  - {value: 1.243750e-09}
+  - {value: 5.561806e-10}
+  - {value: 1.230556e-11}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 1000.00, low: 430.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table666.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table666.yaml
new file mode 100644
index 0000000000..9062d2a801
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table666.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.959559e-08}
+  - {value: 5.955882e-09}
+  - {value: 1.215809e-10}
+  - {value: 2.637868e-07}
+  - {value: 1.691176e-08}
+  - {value: 3.373162e-10}
+  - {value: 6.400735e-08}
+  - {value: 4.349265e-09}
+  - {value: 8.852941e-11}
+  - {value: 2.939338e-09}
+  - {value: 2.970221e-10}
+  - {value: 5.345588e-12}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table667.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table667.yaml
new file mode 100644
index 0000000000..166d9606cd
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table667.yaml
@@ -0,0 +1,46 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 9.401042e-09}
+  - {value: 4.181771e-09}
+  - {value: 6.052083e-11}
+  - {value: 2.535417e-08}
+  - {value: 1.117188e-08}
+  - {value: 1.572396e-10}
+  - {value: 6.526042e-09}
+  - {value: 2.952604e-09}
+  - {value: 4.469792e-11}
+  - {value: 3.256250e-10}
+  - {value: 1.539583e-10}
+  - {value: 2.536458e-12}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table668.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table668.yaml
new file mode 100644
index 0000000000..b7bc51bc20
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table668.yaml
@@ -0,0 +1,58 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.976562e-10}
+  - {value: 1.278516e-09}
+  - {value: 3.461719e-10}
+  - {value: 1.719922e-11}
+  - {value: 1.278516e-09}
+  - {value: 3.607422e-09}
+  - {value: 9.273437e-10}
+  - {value: 4.660156e-11}
+  - {value: 3.461719e-10}
+  - {value: 9.273437e-10}
+  - {value: 2.759766e-10}
+  - {value: 1.350391e-11}
+  - {value: 1.719922e-11}
+  - {value: 4.660156e-11}
+  - {value: 1.350391e-11}
+  - {value: 1.660156e-12}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 1000.00, low: 585.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table669.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table669.yaml
new file mode 100644
index 0000000000..b257454045
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table669.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.305882e-09}
+  - {value: 1.552941e-10}
+  - {value: 3.070588e-12}
+  - {value: 4.719786e-09}
+  - {value: 3.205348e-10}
+  - {value: 6.031016e-12}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
+  - {high: 185.00, low: 0.00}
+  - {high: 320.00, low: 185.00}
+  - {high: 1000.00, low: 320.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table67.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table67.yaml
new file mode 100644
index 0000000000..6073ad8081
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table67.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.575000e-02}
+  - {value: 5.441000e-02}
+  - {value: 5.905000e-02}
+  - {value: 7.507000e-02}
+  - {value: 6.838000e-02}
+  - {value: 5.241000e-02}
+  - {value: 1.914000e-02}
+  - {value: 5.441000e-02}
+  - {value: 1.315000e-01}
+  - {value: 1.317000e-01}
+  - {value: 1.493000e-01}
+  - {value: 1.468000e-01}
+  - {value: 1.182000e-01}
+  - {value: 4.401000e-02}
+  - {value: 5.905000e-02}
+  - {value: 1.317000e-01}
+  - {value: 1.699000e-01}
+  - {value: 2.009000e-01}
+  - {value: 1.867000e-01}
+  - {value: 1.445000e-01}
+  - {value: 4.272000e-02}
+  - {value: 7.507000e-02}
+  - {value: 1.493000e-01}
+  - {value: 2.009000e-01}
+  - {value: 3.232000e-01}
+  - {value: 2.754000e-01}
+  - {value: 1.860000e-01}
+  - {value: 4.322000e-02}
+  - {value: 6.838000e-02}
+  - {value: 1.468000e-01}
+  - {value: 1.867000e-01}
+  - {value: 2.754000e-01}
+  - {value: 3.049000e-01}
+  - {value: 1.906000e-01}
+  - {value: 3.616000e-02}
+  - {value: 5.241000e-02}
+  - {value: 1.182000e-01}
+  - {value: 1.445000e-01}
+  - {value: 1.860000e-01}
+  - {value: 1.906000e-01}
+  - {value: 1.532000e-01}
+  - {value: 3.447000e-02}
+  - {value: 1.914000e-02}
+  - {value: 4.401000e-02}
+  - {value: 4.272000e-02}
+  - {value: 4.322000e-02}
+  - {value: 3.616000e-02}
+  - {value: 3.447000e-02}
+  - {value: 1.931000e-02}
+independent_variables:
+- header: {name: 'RWT1'}
+  values:
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+  - {high: 1.20, low: 0.93}
+- header: {name: 'RWT1'}
+  values:
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
+  - {high: 0.41, low: 0.00}
+  - {high: 0.54, low: 0.41}
+  - {high: 0.64, low: 0.54}
+  - {high: 0.73, low: 0.64}
+  - {high: 0.82, low: 0.73}
+  - {high: 0.93, low: 0.82}
+  - {high: 1.20, low: 0.93}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table670.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table670.yaml
new file mode 100644
index 0000000000..b639cffa53
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table670.yaml
@@ -0,0 +1,28 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.184848e-10}
+  - {value: 1.033030e-10}
+  - {value: 1.486970e-12}
+  - {value: 3.913636e-10}
+  - {value: 1.800000e-10}
+  - {value: 2.448485e-12}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
+  - {high: 275.00, low: 0.00}
+  - {high: 430.00, low: 275.00}
+  - {high: 1000.00, low: 430.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table671.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table671.yaml
new file mode 100644
index 0000000000..b42aacf9d1
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table671.yaml
@@ -0,0 +1,34 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.228409e-11}
+  - {value: 3.362500e-11}
+  - {value: 9.220455e-12}
+  - {value: 4.807955e-13}
+  - {value: 2.061364e-11}
+  - {value: 5.894318e-11}
+  - {value: 1.557955e-11}
+  - {value: 9.664773e-13}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
+  - {high: 370.00, low: 0.00}
+  - {high: 460.00, low: 370.00}
+  - {high: 585.00, low: 460.00}
+  - {high: 1000.00, low: 585.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table672.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table672.yaml
new file mode 100644
index 0000000000..2fbd77c9ab
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table672.yaml
@@ -0,0 +1,22 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$ GeV$^{-4}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.161983e-13}
+  - {value: 6.386777e-13}
+  - {value: 6.386777e-13}
+  - {value: 1.550413e-12}
+independent_variables:
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 560.00, low: 0.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 1000.00, low: 560.00}
+- header: {name: 'T1_PT', units: 'GeV' }
+  values:
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
+  - {high: 560.00, low: 0.00}
+  - {high: 1000.00, low: 560.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table68.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table68.yaml
new file mode 100644
index 0000000000..ce5d9b5003
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table68.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRWT2 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.680%}
+    - asymerror: {minus: +1.410%, plus: -1.410%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.487%, plus: +0.487%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.001%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.197%, plus: -0.198%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.106%, plus: +0.106%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.151%, plus: +0.312%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.305%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.051%, plus: -0.054%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.117%, plus: +0.102%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.607%, plus: +0.607%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.025%, plus: +0.047%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.648%, plus: -0.988%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.334%, plus: -0.141%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.080%, plus: -0.155%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.560%, plus: +1.560%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.456%, plus: -0.451%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.109%, plus: -0.205%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.285%, plus: -0.280%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.190%, plus: +0.191%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.030%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.021%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.021%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.196%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.003%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.165%, plus: +0.268%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.014%, plus: -0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.177%, plus: +0.064%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.217%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.151%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.432%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.102%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.006%, plus: -0.144%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.342%, plus: -0.082%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.042%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.055%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.573%, plus: -5.573%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.557%, plus: +1.557%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.200%, plus: +1.053%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.496%, plus: +0.406%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.069%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.040%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.079%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.030%, plus: +0.868%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.047%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.384%, plus: +0.383%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.551220e-01
+  - errors:
+    - {label: stat, symerror: +2.017%}
+    - asymerror: {minus: +2.191%, plus: -2.191%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.838%, plus: +4.838%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.045%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.070%, plus: -0.069%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.425%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.453%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.127%, plus: +0.128%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.031%, plus: -0.061%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.758%, plus: +0.758%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.024%, plus: -0.153%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.450%, plus: +0.172%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.184%, plus: +0.066%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.638%, plus: +1.638%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.345%, plus: -0.341%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.241%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.109%, plus: -0.108%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.101%, plus: -0.101%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.003%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.064%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.077%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.029%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.095%, plus: -0.265%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.006%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.305%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.451%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.071%, plus: +0.218%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.320%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.357%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.049%, plus: +0.400%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.170%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.211%, plus: +0.993%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: +0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.085%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.163%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.493%, plus: +2.493%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.757%, plus: +1.757%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.154%, plus: -0.461%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.025%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.365%, plus: -0.267%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.030%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.122%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.110%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.199%, plus: -0.496%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.023%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.276%, plus: +0.275%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.384199e+00
+  - errors:
+    - {label: stat, symerror: +2.060%}
+    - asymerror: {minus: +0.305%, plus: -0.305%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.052%, plus: -1.052%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.024%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.266%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.223%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.176%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.109%, plus: +0.110%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.046%, plus: -0.036%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.763%, plus: +0.763%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.493%, plus: +0.199%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.289%, plus: +0.116%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.099%, plus: +0.319%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.638%, plus: +1.638%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.293%, plus: -0.290%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.540%, plus: +0.185%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.018%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.075%, plus: -0.075%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.040%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.030%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: +0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.412%, plus: -0.004%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.071%, plus: +0.253%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.345%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.440%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.236%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.421%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.710%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.293%, plus: +3.293%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.679%, plus: +0.679%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.118%, plus: -0.641%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.289%, plus: -0.476%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.071%, plus: +0.014%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.798%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.001%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.163%, plus: +0.163%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.612323e+00
+  - errors:
+    - {label: stat, symerror: +1.445%}
+    - asymerror: {minus: -0.945%, plus: +0.945%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.883%, plus: -2.883%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.028%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.081%, plus: -0.104%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.283%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.137%, plus: +0.139%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.058%, plus: -0.039%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.524%, plus: +0.524%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.059%, plus: +0.032%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.134%, plus: +0.268%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.067%, plus: +0.082%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.133%, plus: -0.171%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.109%, plus: +1.109%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.160%, plus: -0.158%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.134%, plus: +0.143%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.108%, plus: +0.106%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.133%, plus: -0.133%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.024%, plus: -0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.017%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.042%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.036%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.064%, plus: -0.047%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.016%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.306%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.401%, plus: +0.189%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.256%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.171%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.206%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.632%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.003%, plus: -0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.034%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.057%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -5.181%, plus: +5.181%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.584%, plus: -1.584%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.564%, plus: -0.526%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.128%, plus: -0.094%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.176%, plus: +0.068%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.034%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.449%, plus: -0.477%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.056%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.778691e+00
+  - errors:
+    - {label: stat, symerror: +2.502%}
+    - asymerror: {minus: -1.223%, plus: +1.223%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.557%, plus: +5.557%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.140%, plus: +0.140%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.047%, plus: -0.048%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.095%, plus: -0.180%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.378%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.587%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.015%, plus: -0.013%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.100%, plus: -0.086%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.947%, plus: +0.947%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.105%, plus: +0.019%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.519%, plus: +0.872%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.212%, plus: +0.101%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.305%, plus: -0.421%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.842%, plus: +1.842%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.225%, plus: +0.222%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.060%, plus: -0.091%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.218%, plus: +0.214%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.113%, plus: -0.114%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.073%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.014%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.020%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.089%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.032%, plus: +0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.225%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.381%, plus: -0.048%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.304%, plus: -0.079%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.123%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.163%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.106%, plus: -0.023%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.069%, plus: +0.398%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.330%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.018%, plus: -0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.044%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.052%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.861%, plus: +3.861%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.874%, plus: -0.874%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.739%, plus: -0.626%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.016%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.406%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.372%, plus: -0.006%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.052%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.102%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.922%, plus: -0.314%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.053%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.265%, plus: -0.265%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.718442e+00
+  - errors:
+    - {label: stat, symerror: +1.923%}
+    - asymerror: {minus: -1.344%, plus: +1.344%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.908%, plus: -1.908%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.185%, plus: -0.185%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.052%, plus: -0.072%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.280%, plus: -0.283%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.043%, plus: +0.042%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.732%, plus: +0.732%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.184%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.078%, plus: -0.108%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.277%, plus: +0.567%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.836%, plus: +1.836%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.039%, plus: +1.029%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.256%, plus: -0.193%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.149%, plus: +0.147%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.131%, plus: +0.131%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.007%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.003%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.065%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.032%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.014%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.012%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.502%, plus: -0.199%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.381%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.276%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.390%, plus: -0.560%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.414%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.117%, plus: -0.116%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.115%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.199%, plus: +0.870%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.013%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.081%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.029%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.476%, plus: -6.476%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.569%, plus: -0.569%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.494%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.022%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.206%, plus: +0.071%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.095%, plus: -0.157%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.053%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.039%, plus: +0.580%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.022%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.600%, plus: -0.598%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.087342e-01
+- header: {name: '1/SIG*DSIG/DRWT2 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.350572e-01
+   - value: 1.366017e+00
+   - value: 1.672704e+00
+   - value: 1.892253e+00
+   - value: 1.796577e+00
+   - value: 2.901041e-01
+independent_variables:
+- header: {name: 'RWT2', units: ''}
+  values:
+  - {high: 0.5, low: 0.0}
+  - {high: 0.6, low: 0.5}
+  - {high: 0.65, low: 0.6}
+  - {high: 0.8, low: 0.65}
+  - {high: 0.85, low: 0.8}
+  - {high: 1.5, low: 0.85}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table69.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table69.yaml
new file mode 100644
index 0000000000..44ac0881b3
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table69.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 8.246000e-04}
+  - {value: -4.264000e-04}
+  - {value: -1.224000e-03}
+  - {value: -2.701000e-03}
+  - {value: -2.016000e-03}
+  - {value: 3.038000e-04}
+  - {value: -4.264000e-04}
+  - {value: 8.930000e-03}
+  - {value: 1.152000e-03}
+  - {value: -1.175000e-03}
+  - {value: 6.780000e-03}
+  - {value: -1.385000e-03}
+  - {value: -1.224000e-03}
+  - {value: 1.152000e-03}
+  - {value: 5.345000e-03}
+  - {value: 5.126000e-03}
+  - {value: 1.633000e-04}
+  - {value: -8.422000e-04}
+  - {value: -2.701000e-03}
+  - {value: -1.175000e-03}
+  - {value: 5.126000e-03}
+  - {value: 1.235000e-02}
+  - {value: 3.661000e-03}
+  - {value: -1.268000e-03}
+  - {value: -2.016000e-03}
+  - {value: 6.780000e-03}
+  - {value: 1.633000e-04}
+  - {value: 3.661000e-03}
+  - {value: 1.850000e-02}
+  - {value: -1.773000e-03}
+  - {value: 3.038000e-04}
+  - {value: -1.385000e-03}
+  - {value: -8.422000e-04}
+  - {value: -1.268000e-03}
+  - {value: -1.773000e-03}
+  - {value: 4.730000e-04}
+independent_variables:
+- header: {name: 'RWT2'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 0.85, low: 0.80}
+  - {high: 0.85, low: 0.80}
+  - {high: 0.85, low: 0.80}
+  - {high: 0.85, low: 0.80}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 1.50, low: 0.85}
+  - {high: 1.50, low: 0.85}
+  - {high: 1.50, low: 0.85}
+  - {high: 1.50, low: 0.85}
+  - {high: 1.50, low: 0.85}
+- header: {name: 'RWT2'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table7.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table7.yaml
new file mode 100644
index 0000000000..f0e65275d2
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table7.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.641000e-02}
+  - {value: 4.854000e-02}
+  - {value: 3.790000e-02}
+  - {value: 3.621000e-02}
+  - {value: 2.040000e-02}
+  - {value: 4.728000e-03}
+  - {value: 4.854000e-02}
+  - {value: 4.665000e-02}
+  - {value: 3.314000e-02}
+  - {value: 3.267000e-02}
+  - {value: 1.846000e-02}
+  - {value: 4.438000e-03}
+  - {value: 3.790000e-02}
+  - {value: 3.314000e-02}
+  - {value: 3.076000e-02}
+  - {value: 2.635000e-02}
+  - {value: 1.475000e-02}
+  - {value: 3.252000e-03}
+  - {value: 3.621000e-02}
+  - {value: 3.267000e-02}
+  - {value: 2.635000e-02}
+  - {value: 2.612000e-02}
+  - {value: 1.400000e-02}
+  - {value: 3.230000e-03}
+  - {value: 2.040000e-02}
+  - {value: 1.846000e-02}
+  - {value: 1.475000e-02}
+  - {value: 1.400000e-02}
+  - {value: 8.567000e-03}
+  - {value: 1.899000e-03}
+  - {value: 4.728000e-03}
+  - {value: 4.438000e-03}
+  - {value: 3.252000e-03}
+  - {value: 3.230000e-03}
+  - {value: 1.899000e-03}
+  - {value: 5.802000e-04}
+independent_variables:
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 0.90, low: 0.60}
+  - {high: 0.90, low: 0.60}
+  - {high: 0.90, low: 0.60}
+  - {high: 0.90, low: 0.60}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 1.80, low: 1.20}
+  - {high: 1.80, low: 1.20}
+  - {high: 1.80, low: 1.20}
+  - {high: 1.80, low: 1.20}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 2.50, low: 1.80}
+  - {high: 2.50, low: 1.80}
+  - {high: 2.50, low: 1.80}
+  - {high: 2.50, low: 1.80}
+  - {high: 2.50, low: 1.80}
+- header: {name: 'ABS_T1_Y'}
+  values:
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
+  - {high: 0.30, low: 0.00}
+  - {high: 0.60, low: 0.30}
+  - {high: 0.90, low: 0.60}
+  - {high: 1.20, low: 0.90}
+  - {high: 1.80, low: 1.20}
+  - {high: 2.50, low: 1.80}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table70.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table70.yaml
new file mode 100644
index 0000000000..cdd49bbd2d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table70.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'DSIG/DRWT2 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.831%}
+    - asymerror: {minus: -1.878%, plus: +1.878%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.746%, plus: +2.746%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.144%, plus: +0.190%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.115%, plus: +0.113%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.546%, plus: +0.548%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.133%, plus: -0.133%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.368%, plus: +0.551%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.582%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.193%, plus: -1.047%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.861%, plus: -0.856%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.302%, plus: +1.266%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.645%, plus: +0.645%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.162%, plus: +0.157%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.392%, plus: -3.746%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.457%, plus: -0.252%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.677%, plus: +0.604%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.721%, plus: +1.721%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.074%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.531%, plus: +1.543%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.123%, plus: -0.123%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.039%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.117%, plus: -0.146%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.091%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.011%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.485%, plus: -0.445%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.083%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.551%, plus: +0.670%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.009%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.016%, plus: -0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.748%, plus: +0.022%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.484%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.972%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.986%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.691%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.150%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.410%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.610%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.032%, plus: -0.496%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.023%, plus: -0.800%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.546%, plus: -0.907%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.074%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.216%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +12.992%, plus: -12.992%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.721%, plus: +9.721%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.349%, plus: +4.356%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.374%, plus: +0.375%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.795%, plus: +1.682%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.505%, plus: -0.504%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.109%, plus: -0.042%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.098%, plus: -0.073%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.211%, plus: -0.165%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.560%, plus: +4.447%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.080%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.828%, plus: +0.832%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.003431e+00
+  - errors:
+    - {label: stat, symerror: +2.107%}
+    - asymerror: {minus: -1.072%, plus: +1.072%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.195%, plus: +7.195%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.099%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.241%, plus: +0.242%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.489%, plus: +0.491%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.153%, plus: -0.153%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.286%, plus: +0.183%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.177%, plus: -0.665%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.681%, plus: -0.676%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.156%, plus: +1.101%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.796%, plus: +0.796%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.264%, plus: -2.618%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.916%, plus: +0.661%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.671%, plus: +1.671%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.587%, plus: +0.588%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.061%, plus: +0.372%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.704%, plus: +1.718%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.181%, plus: -0.181%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.157%, plus: -0.157%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.048%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.090%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.086%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.260%, plus: -0.259%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.103%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.291%, plus: +0.135%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.014%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.268%, plus: +0.209%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.235%, plus: +0.079%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.039%, plus: +0.052%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.576%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.919%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.698%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.031%, plus: -0.489%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.008%, plus: +0.160%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.002%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.084%, plus: -0.143%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.060%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.560%, plus: -5.560%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.937%, plus: +9.937%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.039%, plus: +2.792%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.331%, plus: +0.330%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.945%, plus: +1.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.404%, plus: -0.403%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.085%, plus: -0.038%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.243%, plus: -0.121%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.375%, plus: +3.035%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.010%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.721%, plus: +0.723%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.051815e+00
+  - errors:
+    - {label: stat, symerror: +2.131%}
+    - asymerror: {minus: -3.020%, plus: +3.020%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.173%, plus: +1.173%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.181%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.287%, plus: +0.288%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.457%, plus: +0.459%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.300%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.172%, plus: +0.136%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.287%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.699%, plus: -0.693%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.141%, plus: +1.126%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.797%, plus: +0.797%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.219%, plus: -2.592%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.167%, plus: +0.005%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.855%, plus: +1.082%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.645%, plus: +1.645%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.638%, plus: +0.640%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.642%, plus: +0.317%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.794%, plus: +1.810%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.279%, plus: -0.279%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.055%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.139%, plus: -0.378%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.051%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.467%, plus: +0.171%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.007%, plus: +0.022%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.338%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.875%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.655%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.365%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.518%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.056%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.273%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.218%, plus: -0.091%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.039%, plus: -0.550%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.915%, plus: -0.623%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.057%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.098%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.824%, plus: -4.824%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.772%, plus: +8.772%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.073%, plus: +2.607%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.375%, plus: +0.376%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.020%, plus: +0.788%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.401%, plus: -0.400%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.054%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.081%, plus: -0.231%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.638%, plus: +2.722%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.609%, plus: +0.611%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.554772e+00
+  - errors:
+    - {label: stat, symerror: +1.555%}
+    - asymerror: {minus: -4.311%, plus: +4.311%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.699%, plus: -0.699%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.144%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.382%, plus: +0.383%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.469%, plus: +0.470%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.120%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.137%, plus: +0.134%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.393%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.671%, plus: -0.664%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.128%, plus: +1.123%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.579%, plus: +0.579%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.196%, plus: +0.142%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.588%, plus: -2.524%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.055%, plus: -0.029%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.625%, plus: +0.588%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.119%, plus: +1.119%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.770%, plus: +0.772%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.236%, plus: +0.275%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.917%, plus: +1.936%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.358%, plus: -0.358%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.091%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.085%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.026%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.246%, plus: -0.202%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.045%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.322%, plus: +0.354%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.011%, plus: -0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.684%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.520%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.145%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.170%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.808%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.821%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.644%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.679%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.752%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.862%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.139%, plus: -1.453%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.002%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.218%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.083%, plus: -3.083%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.327%, plus: +6.327%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.642%, plus: +2.725%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.359%, plus: +0.360%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.179%, plus: +1.174%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.421%, plus: -0.420%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.089%, plus: +0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.092%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.102%, plus: -0.116%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.135%, plus: +3.054%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.022%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.453%, plus: +0.454%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.921573e+00
+  - errors:
+    - {label: stat, symerror: +2.599%}
+    - asymerror: {minus: -4.599%, plus: +4.599%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.930%, plus: +7.930%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.172%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.450%, plus: +0.452%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.394%, plus: +0.394%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.122%, plus: +0.058%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.291%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.062%, plus: -0.532%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.824%, plus: -0.815%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.087%, plus: +1.076%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.987%, plus: +0.987%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.242%, plus: +0.129%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.193%, plus: -1.938%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.090%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.454%, plus: +0.336%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.875%, plus: +1.875%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.151%, plus: +1.156%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.040%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.025%, plus: +2.046%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.338%, plus: -0.338%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.124%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.032%, plus: -0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.084%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.011%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.200%, plus: -0.219%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.151%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.233%, plus: +0.493%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.037%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.449%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.284%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.591%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.832%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.708%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.478%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.350%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.531%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.113%, plus: -0.532%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.262%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.145%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.017%, plus: -0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.045%, plus: +0.108%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.212%, plus: -0.197%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.300%, plus: -4.300%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.094%, plus: +7.094%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.473%, plus: +2.623%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.372%, plus: +0.375%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.905%, plus: +1.284%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.464%, plus: -0.463%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.459%, plus: -0.074%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.110%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.679%, plus: +3.224%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.087%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.182%, plus: +0.181%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.788738e+00
+  - errors:
+    - {label: stat, symerror: +2.121%}
+    - asymerror: {minus: -4.724%, plus: +4.724%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.298%, plus: +0.298%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.143%, plus: +0.221%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.424%, plus: +0.426%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.257%, plus: +0.256%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.096%, plus: -0.096%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.124%, plus: +0.278%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.291%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.091%, plus: -1.083%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.228%, plus: +1.206%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.798%, plus: +0.798%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.157%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.978%, plus: -2.680%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.201%, plus: -0.219%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.032%, plus: +1.332%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.041%, plus: +2.041%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.958%, plus: +1.971%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.154%, plus: -0.061%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.958%, plus: +1.978%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.199%, plus: -0.199%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.057%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.084%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.060%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.055%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.256%, plus: -0.270%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.095%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.398%, plus: +0.415%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.659%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.233%, plus: -0.568%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.865%, plus: +0.215%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.592%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.186%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.975%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.907%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.628%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.123%, plus: -0.625%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.114%, plus: -0.543%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.082%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.132%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +13.825%, plus: -13.825%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.424%, plus: +7.424%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.169%, plus: +3.779%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.334%, plus: +0.334%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.068%, plus: +0.068%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.154%, plus: +0.154%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.508%, plus: +1.342%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.401%, plus: -0.400%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.182%, plus: -0.224%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.075%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.080%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.605%, plus: +4.149%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.055%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.151%, plus: -0.153%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.806823e-01
+- header: {name: 'DSIG/DRWT2 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 9.244191e-01
+   - value: 2.902542e+00
+   - value: 3.554199e+00
+   - value: 4.020700e+00
+   - value: 3.817407e+00
+   - value: 6.164196e-01
+independent_variables:
+- header: {name: 'RWT2', units: ''}
+  values:
+  - {high: 0.5, low: 0.0}
+  - {high: 0.6, low: 0.5}
+  - {high: 0.65, low: 0.6}
+  - {high: 0.8, low: 0.65}
+  - {high: 0.85, low: 0.8}
+  - {high: 1.5, low: 0.85}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table71.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table71.yaml
new file mode 100644
index 0000000000..aeb0301f86
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table71.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.369000e-02}
+  - {value: 7.101000e-02}
+  - {value: 7.107000e-02}
+  - {value: 6.093000e-02}
+  - {value: 7.421000e-02}
+  - {value: 2.060000e-02}
+  - {value: 7.101000e-02}
+  - {value: 2.088000e-01}
+  - {value: 1.750000e-01}
+  - {value: 1.454000e-01}
+  - {value: 2.163000e-01}
+  - {value: 3.973000e-02}
+  - {value: 7.107000e-02}
+  - {value: 1.750000e-01}
+  - {value: 1.929000e-01}
+  - {value: 1.657000e-01}
+  - {value: 1.843000e-01}
+  - {value: 4.410000e-02}
+  - {value: 6.093000e-02}
+  - {value: 1.454000e-01}
+  - {value: 1.657000e-01}
+  - {value: 1.635000e-01}
+  - {value: 1.728000e-01}
+  - {value: 3.921000e-02}
+  - {value: 7.421000e-02}
+  - {value: 2.163000e-01}
+  - {value: 1.843000e-01}
+  - {value: 1.728000e-01}
+  - {value: 2.867000e-01}
+  - {value: 4.416000e-02}
+  - {value: 2.060000e-02}
+  - {value: 3.973000e-02}
+  - {value: 4.410000e-02}
+  - {value: 3.921000e-02}
+  - {value: 4.416000e-02}
+  - {value: 1.448000e-02}
+independent_variables:
+- header: {name: 'RWT2'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 0.85, low: 0.80}
+  - {high: 0.85, low: 0.80}
+  - {high: 0.85, low: 0.80}
+  - {high: 0.85, low: 0.80}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 1.50, low: 0.85}
+  - {high: 1.50, low: 0.85}
+  - {high: 1.50, low: 0.85}
+  - {high: 1.50, low: 0.85}
+  - {high: 1.50, low: 0.85}
+- header: {name: 'RWT2'}
+  values:
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
+  - {high: 0.50, low: 0.00}
+  - {high: 0.60, low: 0.50}
+  - {high: 0.65, low: 0.60}
+  - {high: 0.80, low: 0.65}
+  - {high: 0.85, low: 0.80}
+  - {high: 1.50, low: 0.85}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table72.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table72.yaml
new file mode 100644
index 0000000000..da70f68e3d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table72.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRWB1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.561%}
+    - asymerror: {minus: +0.169%, plus: -0.169%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.767%, plus: -0.767%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.348%, plus: -0.347%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.060%, plus: +0.017%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.343%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.066%, plus: -0.069%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.113%, plus: +0.123%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.582%, plus: +0.582%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.178%, plus: +0.038%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.006%, plus: -0.752%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.359%, plus: +1.359%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.353%, plus: -0.350%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.293%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.363%, plus: -0.358%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.252%, plus: +0.252%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.060%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.108%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.039%, plus: +0.045%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.160%, plus: -0.193%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.148%, plus: +0.229%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.201%, plus: -0.322%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.164%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.033%, plus: -0.136%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.614%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.250%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.053%, plus: -9.053%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.564%, plus: +1.564%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.433%, plus: +0.718%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.367%, plus: +0.294%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.343%, plus: -0.344%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.001%, plus: +0.121%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.030%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.045%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.593%, plus: +0.761%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.008%, plus: -0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.277%, plus: +0.275%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.509888e-01
+  - errors:
+    - {label: stat, symerror: +1.453%}
+    - asymerror: {minus: +0.472%, plus: -0.472%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.608%, plus: +1.608%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.062%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.060%, plus: +0.067%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.051%, plus: +0.136%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.347%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.019%, plus: +0.020%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.031%, plus: -0.022%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.550%, plus: +0.550%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.278%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.185%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.077%, plus: +0.210%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.299%, plus: +1.299%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.266%, plus: -0.264%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.056%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.087%, plus: -0.087%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.041%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.067%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.045%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.013%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.060%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.043%, plus: +0.079%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.303%, plus: -0.010%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.155%, plus: +0.324%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.577%, plus: -0.130%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.176%, plus: +0.533%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.337%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.238%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.422%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.061%, plus: +0.170%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.307%, plus: -0.638%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.157%, plus: -0.131%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.003%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.728%, plus: +0.728%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.051%, plus: -1.051%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.173%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.041%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.257%, plus: +0.120%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.109%, plus: +0.110%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.046%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.027%, plus: -0.126%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.433%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.008%, plus: -0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.204%, plus: +0.203%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.354771e-01
+  - errors:
+    - {label: stat, symerror: +1.409%}
+    - asymerror: {minus: -0.164%, plus: +0.164%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.602%, plus: -0.602%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.059%, plus: -0.056%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.111%, plus: +0.111%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.023%, plus: -0.058%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.101%, plus: +0.103%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.018%, plus: -0.023%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.514%, plus: +0.514%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.042%, plus: -0.059%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.264%, plus: +0.254%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.003%, plus: -0.053%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.155%, plus: +0.155%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.158%, plus: +1.158%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.118%, plus: -0.117%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.102%, plus: -0.112%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.196%, plus: +0.192%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.197%, plus: -0.197%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.031%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.035%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.022%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.038%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.008%, plus: -0.051%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.279%, plus: +0.011%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.163%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.272%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.211%, plus: +0.175%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.161%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.265%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.235%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.243%, plus: +0.440%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.183%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.000%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.103%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.144%, plus: +4.144%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.307%, plus: +0.307%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.123%, plus: -0.335%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.257%, plus: -0.078%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.119%, plus: +0.120%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: +0.067%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.008%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.048%, plus: -0.040%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.406%, plus: -0.525%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.003%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.078%, plus: -0.077%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.814772e-01
+  - errors:
+    - {label: stat, symerror: +2.671%}
+    - asymerror: {minus: -1.743%, plus: +1.743%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.468%, plus: -0.468%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.143%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.375%, plus: +0.374%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.098%, plus: +0.098%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.183%, plus: -0.084%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.086%, plus: +0.117%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.113%, plus: -0.510%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.100%, plus: -0.134%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.941%, plus: +0.941%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.299%, plus: -0.175%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.084%, plus: +2.084%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.372%, plus: +0.368%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.389%, plus: +0.383%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.154%, plus: -0.154%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.134%, plus: +0.134%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.211%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.205%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.008%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.180%, plus: -0.035%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.185%, plus: +0.018%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.451%, plus: -0.258%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.802%, plus: +0.470%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.012%, plus: -0.190%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.143%, plus: -1.268%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.250%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.104%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.456%, plus: -0.059%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.234%, plus: +0.432%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.029%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.052%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.016%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.282%, plus: +4.282%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.884%, plus: -0.884%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.041%, plus: -0.450%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.221%, plus: -0.103%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.065%, plus: +0.040%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.019%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.617%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.424%, plus: -0.422%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.485826e-02
+  - errors:
+    - {label: stat, symerror: +4.749%}
+    - asymerror: {minus: +0.597%, plus: -0.597%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +7.265%, plus: -7.265%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.462%, plus: +0.461%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.218%, plus: -0.219%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.318%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.323%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.437%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.281%, plus: -0.285%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.044%, plus: -0.052%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.640%, plus: +1.640%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.410%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.414%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.514%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +1.012%, plus: -0.621%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.240%, plus: +4.240%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.936%, plus: +1.913%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.439%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.117%, plus: +0.116%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.164%, plus: +0.164%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.107%, plus: +0.107%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.012%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.053%, plus: +0.360%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.339%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.281%, plus: -0.217%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.571%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.407%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.711%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.569%, plus: -0.200%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.327%, plus: +1.358%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.176%, plus: -0.445%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.793%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.461%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.632%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +2.277%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.686%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.265%, plus: +2.122%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.474%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.039%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.218%, plus: +1.023%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.530%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.202%, plus: +2.202%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.626%, plus: -1.626%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.609%, plus: -0.881%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.021%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.131%, plus: +0.131%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.382%, plus: -0.509%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.056%, plus: +0.057%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.445%, plus: -0.435%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.826%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.060%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.011%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.842%, plus: -0.837%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.678831e-02
+  - errors:
+    - {label: stat, symerror: +8.085%}
+    - asymerror: {minus: +3.040%, plus: -3.040%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.845%, plus: +8.845%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.325%, plus: +0.323%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.509%, plus: +0.510%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.432%, plus: -0.433%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.358%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.063%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.135%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.568%, plus: -0.576%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.070%, plus: +0.115%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.378%, plus: +2.378%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.607%, plus: -0.392%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.202%, plus: +0.099%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +1.828%, plus: -2.010%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.022%, plus: +8.022%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -4.082%, plus: +4.063%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.292%, plus: +0.445%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.515%, plus: -0.504%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.435%, plus: +0.436%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.375%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.142%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.581%, plus: +0.254%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.325%, plus: -0.589%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.531%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.558%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.052%, plus: -0.053%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.725%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.691%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.542%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.833%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.261%, plus: -2.029%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.339%, plus: -0.300%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.964%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.807%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.007%, plus: -0.270%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.539%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +5.720%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.050%, plus: -0.097%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.405%, plus: +0.539%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.169%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.800%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.446%, plus: +0.446%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.360%, plus: -0.360%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.829%, plus: -1.110%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.053%, plus: +0.052%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.103%, plus: +0.103%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.348%, plus: -2.239%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.188%, plus: +0.189%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.385%, plus: -0.736%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.146%, plus: -0.760%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -1.181%, plus: +0.437%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.602%, plus: -0.378%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.265%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.949%, plus: -0.944%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.485313e-03
+- header: {name: '1/SIG*DSIG/DRWB1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.315739e-01
+   - value: 3.315253e-01
+   - value: 1.911272e-01
+   - value: 5.912041e-02
+   - value: 1.549604e-02
+   - value: 2.592576e-03
+independent_variables:
+- header: {name: 'RWB1', units: ''}
+  values:
+  - {high: 1.0, low: 0.0}
+  - {high: 1.85, low: 1.0}
+  - {high: 3.5, low: 1.85}
+  - {high: 5.5, low: 3.5}
+  - {high: 7.5, low: 5.5}
+  - {high: 16.0, low: 7.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table73.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table73.yaml
new file mode 100644
index 0000000000..1ca3192b73
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table73.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.124000e-04}
+  - {value: -1.168000e-04}
+  - {value: -1.578000e-04}
+  - {value: -5.692000e-05}
+  - {value: -1.639000e-05}
+  - {value: -7.133000e-07}
+  - {value: -1.168000e-04}
+  - {value: 1.051000e-04}
+  - {value: 4.040000e-06}
+  - {value: 2.974000e-06}
+  - {value: 3.932000e-06}
+  - {value: 8.209000e-07}
+  - {value: -1.578000e-04}
+  - {value: 4.040000e-06}
+  - {value: 7.330000e-05}
+  - {value: 1.796000e-05}
+  - {value: 2.014000e-06}
+  - {value: -7.631000e-07}
+  - {value: -5.692000e-05}
+  - {value: 2.974000e-06}
+  - {value: 1.796000e-05}
+  - {value: 1.209000e-05}
+  - {value: 1.605000e-06}
+  - {value: -3.085000e-07}
+  - {value: -1.639000e-05}
+  - {value: 3.932000e-06}
+  - {value: 2.014000e-06}
+  - {value: 1.605000e-06}
+  - {value: 2.334000e-06}
+  - {value: 2.176000e-07}
+  - {value: -7.133000e-07}
+  - {value: 8.209000e-07}
+  - {value: -7.631000e-07}
+  - {value: -3.085000e-07}
+  - {value: 2.176000e-07}
+  - {value: 1.713000e-07}
+independent_variables:
+- header: {name: 'RWB1'}
+  values:
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 3.50, low: 1.85}
+  - {high: 3.50, low: 1.85}
+  - {high: 3.50, low: 1.85}
+  - {high: 3.50, low: 1.85}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 5.50, low: 3.50}
+  - {high: 5.50, low: 3.50}
+  - {high: 5.50, low: 3.50}
+  - {high: 5.50, low: 3.50}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 16.00, low: 7.50}
+- header: {name: 'RWB1'}
+  values:
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table74.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table74.yaml
new file mode 100644
index 0000000000..a6108b747d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table74.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'DSIG/DRWB1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.720%}
+    - asymerror: {minus: -3.084%, plus: +3.084%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.590%, plus: +1.590%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.209%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.033%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.491%, plus: +0.493%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.194%, plus: -0.194%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.285%, plus: +0.257%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.297%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.047%, plus: -1.420%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.872%, plus: -0.867%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.296%, plus: +1.285%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.626%, plus: +0.626%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.324%, plus: +0.153%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.770%, plus: -3.545%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.870%, plus: +0.622%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.453%, plus: +1.453%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.582%, plus: +0.583%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.410%, plus: +0.058%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.443%, plus: +1.452%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.058%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.026%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.091%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.236%, plus: -0.379%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.095%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.496%, plus: +0.427%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.608%, plus: +0.003%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.539%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.122%, plus: +0.052%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.892%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.938%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.488%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.666%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.047%, plus: -0.778%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.134%, plus: -1.421%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.021%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.263%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.027%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.159%, plus: -0.335%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +16.009%, plus: -16.009%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.829%, plus: +9.829%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.554%, plus: +4.018%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.364%, plus: +0.364%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.076%, plus: +0.076%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.655%, plus: +1.549%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.784%, plus: -0.782%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.088%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.082%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.119%, plus: +4.365%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.028%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.729%, plus: +0.731%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.534917e-01
+  - errors:
+    - {label: stat, symerror: +1.575%}
+    - asymerror: {minus: -2.771%, plus: +2.771%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.021%, plus: +4.021%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.207%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.228%, plus: +0.228%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.466%, plus: +0.467%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.151%, plus: -0.151%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.286%, plus: +0.308%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.305%, plus: +0.048%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.172%, plus: -0.737%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.786%, plus: -0.779%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.154%, plus: +1.139%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.606%, plus: +0.606%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.082%, plus: +0.126%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.921%, plus: -2.545%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.308%, plus: -0.050%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.791%, plus: +0.937%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.427%, plus: +1.427%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.668%, plus: +0.669%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.282%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.745%, plus: +1.760%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.195%, plus: -0.195%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.146%, plus: -0.146%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.012%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.153%, plus: -0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.116%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.351%, plus: -0.383%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.081%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.433%, plus: +0.476%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.011%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.268%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.442%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.404%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.638%, plus: +0.138%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.579%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.200%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.131%, plus: -0.083%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.474%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.566%, plus: -1.444%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.144%, plus: -0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.032%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.208%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.975%, plus: -6.975%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.001%, plus: +7.001%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.000%, plus: +3.439%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.314%, plus: +0.315%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.546%, plus: +1.373%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.330%, plus: -0.330%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.041%, plus: -0.153%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.012%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.153%, plus: -0.238%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.165%, plus: +3.626%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.656%, plus: +0.658%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.398092e-01
+  - errors:
+    - {label: stat, symerror: +1.544%}
+    - asymerror: {minus: -3.428%, plus: +3.428%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.758%, plus: +1.758%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.086%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.425%, plus: +0.426%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.449%, plus: +0.450%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.203%, plus: +0.183%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.349%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.168%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.703%, plus: -0.697%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.167%, plus: +1.138%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.578%, plus: +0.578%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.104%, plus: +0.056%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.493%, plus: -2.568%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.125%, plus: -0.157%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.869%, plus: +0.882%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.240%, plus: +1.240%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.815%, plus: +0.817%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.040%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.992%, plus: +2.012%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.419%, plus: -0.418%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.085%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.073%, plus: -0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.078%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.268%, plus: -0.257%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.048%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.381%, plus: +0.345%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.028%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.006%, plus: -0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.847%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.525%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.137%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.127%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.614%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.686%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.623%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.766%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.876%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.014%, plus: -0.375%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.169%, plus: -0.130%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.035%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.065%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.820%, plus: -3.820%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.470%, plus: +8.470%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.048%, plus: +2.931%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.360%, plus: +0.361%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.039%, plus: +1.173%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.320%, plus: -0.320%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.077%, plus: -0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.050%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.175%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.191%, plus: +3.033%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.376%, plus: +0.377%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.002016e-01
+  - errors:
+    - {label: stat, symerror: +2.777%}
+    - asymerror: {minus: -5.058%, plus: +5.058%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.896%, plus: +1.896%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.002%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.688%, plus: +0.690%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.427%, plus: +0.428%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.043%, plus: +0.156%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.340%, plus: +0.029%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.175%, plus: -1.585%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.811%, plus: -0.805%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.086%, plus: +1.025%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.979%, plus: +0.979%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.083%, plus: +0.123%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.940%, plus: -2.719%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.156%, plus: -0.065%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.418%, plus: +0.549%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.127%, plus: +2.127%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.301%, plus: +1.307%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.124%, plus: +0.150%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.181%, plus: +2.206%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.375%, plus: -0.375%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.074%, plus: +0.074%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.108%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.333%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.094%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.210%, plus: +0.361%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.753%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.163%, plus: -0.604%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.770%, plus: +0.292%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.845%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.878%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.748%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.507%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.567%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.470%, plus: -0.701%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.023%, plus: -0.383%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.029%, plus: -0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.065%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.052%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.261%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.694%, plus: -3.694%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.182%, plus: +7.182%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.158%, plus: +2.813%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.404%, plus: +0.405%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.074%, plus: +1.148%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.397%, plus: -0.396%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.020%, plus: -0.028%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.221%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.988%, plus: +3.486%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.026%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.031%, plus: +0.030%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.209759e-01
+  - errors:
+    - {label: stat, symerror: +4.855%}
+    - asymerror: {minus: -2.642%, plus: +2.642%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.063%, plus: -5.063%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.026%, plus: +0.226%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.775%, plus: +0.777%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.227%, plus: +0.226%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.476%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.065%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.341%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.088%, plus: -1.082%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.142%, plus: +1.108%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.666%, plus: +1.666%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.526%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.942%, plus: -2.412%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.567%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.318%, plus: +4.318%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -2.850%, plus: +2.867%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.531%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.915%, plus: +1.934%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.056%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.065%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.270%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.397%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.275%, plus: -0.231%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.509%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.028%, plus: +0.499%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.614%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.990%, plus: -0.241%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.613%, plus: +1.007%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.189%, plus: -0.621%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.071%, plus: +0.568%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.051%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.938%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.697%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.251%, plus: +1.465%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.733%, plus: -0.615%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.039%, plus: -0.022%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.231%, plus: +1.045%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.699%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.614%, plus: -5.614%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.380%, plus: +6.380%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.641%, plus: +2.367%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.376%, plus: +0.376%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.152%, plus: +0.152%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.737%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.383%, plus: -0.383%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.530%, plus: -0.502%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.309%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.713%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.560%, plus: +3.413%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.047%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.385%, plus: -0.386%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.702234e-02
+  - errors:
+    - {label: stat, symerror: +8.191%}
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -11.431%, plus: +11.431%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.469%, plus: +0.460%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.822%, plus: +0.826%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.582%, plus: +0.152%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.806%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.083%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.378%, plus: -1.370%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.254%, plus: +1.277%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.400%, plus: +2.400%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.408%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.388%, plus: -3.196%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -1.082%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +1.100%, plus: -1.299%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -8.119%, plus: +8.119%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -4.975%, plus: +5.036%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.408%, plus: +0.599%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.294%, plus: +1.303%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.215%, plus: +0.214%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.428%, plus: +0.269%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.019%, plus: -0.232%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.652%, plus: +0.312%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.319%, plus: -0.603%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.827%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.644%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.783%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.828%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.801%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.212%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.915%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.615%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.666%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.018%, plus: -0.772%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.702%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +4.862%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.050%, plus: -0.100%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -1.418%, plus: +0.561%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.205%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.955%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.236%, plus: -7.236%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.748%, plus: +7.748%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.396%, plus: +2.131%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.407%, plus: +0.408%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.123%, plus: +0.123%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.128%, plus: +0.128%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.251%, plus: -0.251%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.470%, plus: -0.803%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.205%, plus: -0.833%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -1.056%, plus: +0.325%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.002%, plus: +3.186%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.300%, plus: +0.264%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.492%, plus: -0.494%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.480724e-03
+- header: {name: 'DSIG/DRWB1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 4.919680e-01
+   - value: 7.043102e-01
+   - value: 4.060410e-01
+   - value: 1.255986e-01
+   - value: 3.292063e-02
+   - value: 5.507809e-03
+independent_variables:
+- header: {name: 'RWB1', units: ''}
+  values:
+  - {high: 1.0, low: 0.0}
+  - {high: 1.85, low: 1.0}
+  - {high: 3.5, low: 1.85}
+  - {high: 5.5, low: 3.5}
+  - {high: 7.5, low: 5.5}
+  - {high: 16.0, low: 7.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table75.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table75.yaml
new file mode 100644
index 0000000000..99f2bda877
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table75.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.258000e-02}
+  - {value: 9.702000e-03}
+  - {value: 4.401000e-03}
+  - {value: 1.261000e-03}
+  - {value: 3.986000e-04}
+  - {value: 7.723000e-05}
+  - {value: 9.702000e-03}
+  - {value: 9.048000e-03}
+  - {value: 4.083000e-03}
+  - {value: 1.186000e-03}
+  - {value: 3.764000e-04}
+  - {value: 7.676000e-05}
+  - {value: 4.401000e-03}
+  - {value: 4.083000e-03}
+  - {value: 2.233000e-03}
+  - {value: 6.239000e-04}
+  - {value: 1.738000e-04}
+  - {value: 3.198000e-05}
+  - {value: 1.261000e-03}
+  - {value: 1.186000e-03}
+  - {value: 6.239000e-04}
+  - {value: 2.100000e-04}
+  - {value: 5.381000e-05}
+  - {value: 8.951000e-06}
+  - {value: 3.986000e-04}
+  - {value: 3.764000e-04}
+  - {value: 1.738000e-04}
+  - {value: 5.381000e-05}
+  - {value: 2.478000e-05}
+  - {value: 4.206000e-06}
+  - {value: 7.723000e-05}
+  - {value: 7.676000e-05}
+  - {value: 3.198000e-05}
+  - {value: 8.951000e-06}
+  - {value: 4.206000e-06}
+  - {value: 1.400000e-06}
+independent_variables:
+- header: {name: 'RWB1'}
+  values:
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 3.50, low: 1.85}
+  - {high: 3.50, low: 1.85}
+  - {high: 3.50, low: 1.85}
+  - {high: 3.50, low: 1.85}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 5.50, low: 3.50}
+  - {high: 5.50, low: 3.50}
+  - {high: 5.50, low: 3.50}
+  - {high: 5.50, low: 3.50}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 16.00, low: 7.50}
+- header: {name: 'RWB1'}
+  values:
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 3.50, low: 1.85}
+  - {high: 5.50, low: 3.50}
+  - {high: 7.50, low: 5.50}
+  - {high: 16.00, low: 7.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table76.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table76.yaml
new file mode 100644
index 0000000000..215a6efd03
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table76.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRWB2 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.375%}
+    - asymerror: {minus: +2.082%, plus: -2.082%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.785%, plus: +1.785%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.191%, plus: -0.191%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.083%, plus: +0.084%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.198%, plus: +0.210%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.107%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.275%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.121%, plus: -0.125%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.147%, plus: +0.126%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.515%, plus: +0.515%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.789%, plus: -0.940%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.102%, plus: -0.122%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.134%, plus: +0.059%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.300%, plus: +1.300%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.435%, plus: -0.431%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.060%, plus: +0.021%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.231%, plus: -0.227%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.108%, plus: +0.108%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.031%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.022%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.155%, plus: -0.199%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.003%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.247%, plus: +0.173%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.010%, plus: -0.002%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.053%, plus: -0.004%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.182%, plus: -0.046%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.237%, plus: -0.114%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.096%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.627%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.331%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.003%, plus: -0.025%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.002%, plus: +0.485%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.026%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.069%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.902%, plus: -7.902%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.324%, plus: +2.324%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.284%, plus: +1.284%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.011%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.405%, plus: +0.506%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.066%, plus: +0.062%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.092%, plus: -0.114%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.230%, plus: +1.054%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.025%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.292%, plus: +0.292%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.123434e-01
+  - errors:
+    - {label: stat, symerror: +1.386%}
+    - asymerror: {minus: +0.557%, plus: -0.557%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.445%, plus: -0.445%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.023%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.057%, plus: -0.056%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.027%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.100%, plus: -0.093%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.464%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.016%, plus: +0.022%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.500%, plus: +0.500%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.317%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.163%, plus: +0.161%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.139%, plus: +1.139%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.253%, plus: -0.250%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.072%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.026%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.032%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.077%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.004%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.033%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.187%, plus: -0.069%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.312%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.349%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.161%, plus: +0.172%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.316%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.513%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.425%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.282%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.177%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.104%, plus: +0.469%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.054%, plus: +1.054%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.987%, plus: +0.987%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.242%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.108%, plus: -0.025%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.047%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.054%, plus: -0.012%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.037%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.029%, plus: -0.332%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.037%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.087%, plus: +0.087%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.498715e-01
+  - errors:
+    - {label: stat, symerror: +1.749%}
+    - asymerror: {minus: -0.492%, plus: +0.492%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.582%, plus: -2.582%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.031%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.062%, plus: +0.063%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.096%, plus: -0.019%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.521%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.275%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.163%, plus: +0.165%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.056%, plus: -0.046%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.660%, plus: +0.660%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.164%, plus: -0.081%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.234%, plus: +0.283%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.127%, plus: +0.109%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.279%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.311%, plus: +1.311%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.042%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.206%, plus: +0.202%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.132%, plus: -0.133%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.030%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.008%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.002%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.002%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.047%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.012%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.586%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.022%, plus: -0.646%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.630%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.415%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.291%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.234%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.593%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.188%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.297%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.074%, plus: -0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.035%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.837%, plus: +4.837%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.003%, plus: -2.003%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.486%, plus: -0.472%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.286%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.084%, plus: +0.051%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.062%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.426%, plus: -0.470%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.125%, plus: -0.125%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.065377e-01
+  - errors:
+    - {label: stat, symerror: +2.239%}
+    - asymerror: {minus: -3.577%, plus: +3.577%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.617%, plus: +0.617%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.208%, plus: +0.208%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.040%, plus: -0.166%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.256%, plus: +0.229%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.082%, plus: -0.339%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.087%, plus: +0.090%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.177%, plus: -0.164%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.851%, plus: +0.851%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.659%, plus: +1.108%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.163%, plus: +0.096%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.213%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.595%, plus: +1.595%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.327%, plus: +0.321%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.011%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.247%, plus: +0.242%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.105%, plus: +0.105%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.049%, plus: -0.179%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.018%, plus: +0.005%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.050%, plus: +0.039%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.133%, plus: -0.410%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.089%, plus: -0.708%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.427%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.336%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.467%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.013%, plus: -0.228%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.114%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.108%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.011%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.004%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.908%, plus: +3.908%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.089%, plus: -4.089%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.267%, plus: -0.918%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.034%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.369%, plus: -0.198%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.254%, plus: -0.466%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.050%, plus: -0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.277%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.229%, plus: -0.743%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.299%, plus: -0.299%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.454272e-02
+  - errors:
+    - {label: stat, symerror: +3.235%}
+    - asymerror: {minus: -2.732%, plus: +2.732%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.432%, plus: -0.432%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.396%, plus: +0.396%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.191%, plus: -0.191%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.090%, plus: -0.116%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.071%, plus: +0.093%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.097%, plus: -0.095%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.193%, plus: -0.195%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.186%, plus: +1.186%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.138%, plus: +0.089%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.269%, plus: +1.325%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.023%, plus: -0.202%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.436%, plus: -0.109%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.375%, plus: +2.375%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.486%, plus: +1.467%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.369%, plus: -0.157%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.035%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.206%, plus: +0.207%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.106%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.023%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.084%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.014%, plus: -0.089%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.001%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.002%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.027%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.380%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.054%, plus: +0.173%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.389%, plus: -0.011%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.396%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.735%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.192%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.180%, plus: +0.166%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.787%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.101%, plus: +0.251%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.015%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.070%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.992%, plus: +4.992%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.192%, plus: -1.192%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.390%, plus: -0.975%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.017%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.096%, plus: +0.096%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.261%, plus: -0.606%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.103%, plus: -0.103%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.162%, plus: +0.389%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.098%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.273%, plus: +0.165%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.054%, plus: -0.209%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.080%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.562%, plus: -0.561%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.705111e-02
+  - errors:
+    - {label: stat, symerror: +7.709%}
+    - asymerror: {minus: -3.797%, plus: +3.797%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.693%, plus: +3.693%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.249%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.508%, plus: +0.511%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.306%, plus: -0.307%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.062%, plus: +0.063%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.059%, plus: -0.071%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.603%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.497%, plus: -0.494%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.147%, plus: -0.114%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.517%, plus: +2.517%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.296%, plus: +0.157%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.586%, plus: -0.113%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.164%, plus: -0.558%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +3.223%, plus: -1.655%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.753%, plus: +6.753%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -3.777%, plus: +3.760%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.454%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.642%, plus: -0.628%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.536%, plus: +0.538%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.110%, plus: -0.208%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.188%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.242%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.039%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.265%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.061%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.220%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.012%, plus: -0.054%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.079%, plus: +0.047%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.403%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.574%, plus: +0.250%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +2.025%, plus: -0.580%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.254%, plus: +1.627%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.178%, plus: +1.477%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.178%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +2.546%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.289%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +1.931%, plus: -0.313%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.661%, plus: +0.260%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.926%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.079%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.224%, plus: -0.339%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.271%, plus: +0.316%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -12.291%, plus: +12.291%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.421%, plus: -1.421%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +2.642%, plus: -1.671%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.163%, plus: -0.164%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.203%, plus: +0.203%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.550%, plus: -1.032%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.058%, plus: +0.300%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.115%, plus: +0.223%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.134%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +2.548%, plus: -0.498%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.049%, plus: -0.123%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.765%, plus: -0.763%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.377410e-03
+- header: {name: '1/SIG*DSIG/DRWB2 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 2.906267e-01
+   - value: 3.661369e-01
+   - value: 2.138118e-01
+   - value: 9.597234e-02
+   - value: 2.658001e-02
+   - value: 3.511064e-03
+independent_variables:
+- header: {name: 'RWB2', units: ''}
+  values:
+  - {high: 1.0, low: 0.0}
+  - {high: 1.85, low: 1.0}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.0, low: 2.75}
+  - {high: 6.5, low: 4.0}
+  - {high: 12.0, low: 6.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table77.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table77.yaml
new file mode 100644
index 0000000000..7f7e3c0d4c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table77.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.177000e-04}
+  - {value: -6.702000e-05}
+  - {value: -3.229000e-04}
+  - {value: -1.599000e-04}
+  - {value: -4.466000e-05}
+  - {value: -1.066000e-05}
+  - {value: -6.702000e-05}
+  - {value: 8.065000e-05}
+  - {value: 2.047000e-05}
+  - {value: -1.690000e-05}
+  - {value: -1.371000e-07}
+  - {value: 2.761000e-07}
+  - {value: -3.229000e-04}
+  - {value: 2.047000e-05}
+  - {value: 1.804000e-04}
+  - {value: 6.493000e-05}
+  - {value: 1.657000e-05}
+  - {value: 3.747000e-06}
+  - {value: -1.599000e-04}
+  - {value: -1.690000e-05}
+  - {value: 6.493000e-05}
+  - {value: 5.973000e-05}
+  - {value: 1.129000e-05}
+  - {value: 2.347000e-06}
+  - {value: -4.466000e-05}
+  - {value: -1.371000e-07}
+  - {value: 1.657000e-05}
+  - {value: 1.129000e-05}
+  - {value: 4.514000e-06}
+  - {value: 8.110000e-07}
+  - {value: -1.066000e-05}
+  - {value: 2.761000e-07}
+  - {value: 3.747000e-06}
+  - {value: 2.347000e-06}
+  - {value: 8.110000e-07}
+  - {value: 3.799000e-07}
+independent_variables:
+- header: {name: 'RWB2'}
+  values:
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 2.75, low: 1.85}
+  - {high: 2.75, low: 1.85}
+  - {high: 2.75, low: 1.85}
+  - {high: 2.75, low: 1.85}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 4.00, low: 2.75}
+  - {high: 4.00, low: 2.75}
+  - {high: 4.00, low: 2.75}
+  - {high: 4.00, low: 2.75}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 6.50, low: 4.00}
+  - {high: 6.50, low: 4.00}
+  - {high: 6.50, low: 4.00}
+  - {high: 6.50, low: 4.00}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 12.00, low: 6.50}
+  - {high: 12.00, low: 6.50}
+  - {high: 12.00, low: 6.50}
+  - {high: 12.00, low: 6.50}
+  - {high: 12.00, low: 6.50}
+- header: {name: 'RWB2'}
+  values:
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table78.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table78.yaml
new file mode 100644
index 0000000000..d6506ebed8
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table78.yaml
@@ -0,0 +1,846 @@
+dependent_variables:
+- header: {name: 'DSIG/DRWB2 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +1.557%}
+    - asymerror: {minus: -1.229%, plus: +1.229%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.390%, plus: +4.390%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.137%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.126%, plus: +0.125%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.525%, plus: +0.527%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.417%, plus: +0.443%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.377%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.234%, plus: -0.825%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.919%, plus: -0.915%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.326%, plus: +1.285%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.562%, plus: +0.562%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.143%, plus: +0.133%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.517%, plus: -3.682%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.221%, plus: -0.231%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.855%, plus: +0.799%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.516%, plus: +1.516%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.503%, plus: +0.504%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.167%, plus: +0.158%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.577%, plus: +1.590%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.124%, plus: -0.124%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.042%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.118%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.091%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.013%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.441%, plus: -0.492%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.084%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.030%, plus: -0.031%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.632%, plus: +0.570%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.012%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.503%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.466%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.774%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.642%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.527%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.950%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.577%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.060%, plus: -0.313%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.011%, plus: -0.678%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.309%, plus: -0.547%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.060%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.147%, plus: -0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +14.760%, plus: -14.760%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.475%, plus: +10.475%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.389%, plus: +4.539%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.368%, plus: +0.369%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.677%, plus: +1.758%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.441%, plus: -0.440%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.016%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.064%, plus: -0.066%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.224%, plus: -0.229%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.716%, plus: +4.596%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.057%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.746%, plus: +0.749%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.861218e-01
+  - errors:
+    - {label: stat, symerror: +1.542%}
+    - asymerror: {minus: -2.806%, plus: +2.806%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.103%, plus: +2.103%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.120%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.260%, plus: +0.261%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.476%, plus: +0.478%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.148%, plus: -0.148%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.120%, plus: +0.139%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.187%, plus: -0.007%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.192%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.767%, plus: -0.761%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.196%, plus: +1.180%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.568%, plus: +0.568%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.246%, plus: +0.039%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.382%, plus: -2.768%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.149%, plus: -0.021%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.884%, plus: +0.902%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.265%, plus: +1.265%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.683%, plus: +0.686%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.123%, plus: +0.209%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.829%, plus: +1.847%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.298%, plus: -0.298%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.091%, plus: -0.091%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.019%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.120%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.017%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.254%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.057%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.200%, plus: +0.327%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.245%, plus: +0.095%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.037%, plus: +0.016%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.390%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.060%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.879%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.196%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.043%, plus: -0.229%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.084%, plus: -0.477%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.207%, plus: -0.562%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.025%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.190%, plus: -0.107%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.470%, plus: -6.470%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.032%, plus: +9.032%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.193%, plus: +2.963%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.347%, plus: +0.347%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.078%, plus: +0.078%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.171%, plus: +1.220%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.391%, plus: -0.390%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.136%, plus: -0.071%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.017%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.164%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.501%, plus: +3.161%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.541%, plus: +0.543%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.685594e-01
+  - errors:
+    - {label: stat, symerror: +1.851%}
+    - asymerror: {minus: -3.890%, plus: +3.890%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.173%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.379%, plus: +0.380%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.401%, plus: +0.401%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.121%, plus: -0.121%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.123%, plus: +0.213%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.795%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.369%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.633%, plus: -0.627%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.125%, plus: +1.111%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.712%, plus: +0.712%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.467%, plus: -2.493%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.008%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.850%, plus: +0.458%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.306%, plus: +1.306%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.905%, plus: +0.908%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.096%, plus: +0.094%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.006%, plus: +2.026%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.353%, plus: -0.352%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.021%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.095%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.073%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.005%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.284%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.083%, plus: +0.120%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.339%, plus: +0.368%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.138%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.995%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.578%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.035%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.692%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.965%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.749%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.725%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.002%, plus: -1.100%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.002%, plus: -0.840%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.609%, plus: -0.972%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.077%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.013%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.123%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.969%, plus: -2.969%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.803%, plus: +5.803%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.674%, plus: +2.726%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.356%, plus: +0.357%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.315%, plus: +0.956%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.434%, plus: -0.434%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.084%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.194%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.117%, plus: +3.019%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.330%, plus: +0.331%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.536994e-01
+  - errors:
+    - {label: stat, symerror: +2.329%}
+    - asymerror: {minus: -7.080%, plus: +7.080%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.192%, plus: +3.192%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.157%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.524%, plus: +0.525%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.375%, plus: +0.375%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.094%, plus: -0.094%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.180%, plus: +0.065%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.531%, plus: +0.144%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.137%, plus: -1.433%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.709%, plus: -0.702%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.006%, plus: +0.991%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.891%, plus: +0.891%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.031%, plus: +0.280%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.030%, plus: -1.691%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.530%, plus: +0.954%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.575%, plus: +1.575%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.258%, plus: +1.262%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.090%, plus: +0.125%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -2.046%, plus: +2.067%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.268%, plus: -0.268%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.162%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.206%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.054%, plus: -0.299%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.337%, plus: +0.217%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.023%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.710%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.250%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.004%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.746%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.311%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.335%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.048%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.827%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.717%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.020%, plus: -0.879%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.181%, plus: -3.118%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.105%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.036%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.162%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.828%, plus: -3.828%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.551%, plus: +3.551%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.918%, plus: +2.266%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.391%, plus: +0.392%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.913%, plus: +1.046%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.499%, plus: -0.497%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.336%, plus: -0.525%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.104%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.146%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.343%, plus: +2.735%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.157%, plus: +0.156%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.076811e-01
+  - errors:
+    - {label: stat, symerror: +3.335%}
+    - asymerror: {minus: -6.207%, plus: +6.207%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.116%, plus: +2.116%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.229%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.711%, plus: +0.715%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.252%, plus: +0.251%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.071%, plus: -0.071%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.130%, plus: +0.115%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.347%, plus: +0.008%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.111%, plus: -0.913%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.895%, plus: -0.885%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.989%, plus: +0.960%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.219%, plus: +1.219%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.284%, plus: +0.197%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.431%, plus: -1.480%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.141%, plus: -0.311%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.289%, plus: +0.629%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.403%, plus: +2.403%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -2.406%, plus: +2.419%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.261%, plus: -0.021%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.838%, plus: +1.855%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.157%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.064%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.154%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.001%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.263%, plus: -0.297%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.165%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.387%, plus: +0.433%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.677%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.348%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.569%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.864%, plus: +0.239%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.338%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.748%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.589%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.606%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.038%, plus: -0.507%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.488%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.805%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.098%, plus: +0.252%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.019%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.229%, plus: -0.233%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.826%, plus: -2.826%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.679%, plus: +6.679%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.799%, plus: +2.207%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.339%, plus: +0.339%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.119%, plus: +0.119%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.070%, plus: +0.070%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.020%, plus: +0.632%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.541%, plus: -0.540%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.080%, plus: +0.330%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.041%, plus: -0.168%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.142%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.512%, plus: +3.288%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.112%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.104%, plus: -0.107%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.942291e-02
+  - errors:
+    - {label: stat, symerror: +7.786%}
+    - asymerror: {minus: -7.308%, plus: +7.308%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.347%, plus: +6.347%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.823%, plus: +0.830%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.137%, plus: +0.135%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.358%, plus: +0.186%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.780%, plus: -0.156%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.488%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.299%, plus: -1.281%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.036%, plus: +1.042%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.535%, plus: +2.535%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.441%, plus: +0.265%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.309%, plus: -2.878%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.283%, plus: -0.666%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +2.478%, plus: -0.927%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.792%, plus: +6.792%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -4.676%, plus: +4.734%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.459%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.173%, plus: +1.182%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.317%, plus: +0.317%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.084%, plus: -0.084%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.058%, plus: -0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.052%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.020%, plus: -0.375%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.020%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.443%, plus: +0.175%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.055%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.078%, plus: +0.042%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.839%, plus: -0.024%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.867%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +1.051%, plus: -0.759%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.129%, plus: +1.468%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.608%, plus: +0.861%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.439%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.018%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +1.949%, plus: -0.821%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.653%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.240%, plus: -0.596%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.227%, plus: -0.338%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.113%, plus: +0.169%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.930%, plus: +3.930%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -6.432%, plus: +6.432%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.586%, plus: +1.488%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.194%, plus: +0.192%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.226%, plus: +0.226%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.120%, plus: +0.120%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.253%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.475%, plus: -0.474%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.241%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.060%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.266%, plus: -0.194%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.070%, plus: +2.990%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.017%, plus: -0.106%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.307%, plus: -0.311%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.419124e-03
+- header: {name: 'DSIG/DRWB2 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.170643e-01
+   - value: 7.773888e-01
+   - value: 4.539693e-01
+   - value: 2.037703e-01
+   - value: 5.643519e-02
+   - value: 7.454759e-03
+independent_variables:
+- header: {name: 'RWB2', units: ''}
+  values:
+  - {high: 1.0, low: 0.0}
+  - {high: 1.85, low: 1.0}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.0, low: 2.75}
+  - {high: 6.5, low: 4.0}
+  - {high: 12.0, low: 6.5}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table79.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table79.yaml
new file mode 100644
index 0000000000..0ceacb2dfa
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table79.yaml
@@ -0,0 +1,118 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.888000e-02}
+  - {value: 1.307000e-02}
+  - {value: 4.756000e-03}
+  - {value: 2.148000e-03}
+  - {value: 6.748000e-04}
+  - {value: 4.179000e-05}
+  - {value: 1.307000e-02}
+  - {value: 1.055000e-02}
+  - {value: 4.134000e-03}
+  - {value: 1.797000e-03}
+  - {value: 5.993000e-04}
+  - {value: 5.258000e-05}
+  - {value: 4.756000e-03}
+  - {value: 4.134000e-03}
+  - {value: 2.004000e-03}
+  - {value: 8.481000e-04}
+  - {value: 2.723000e-04}
+  - {value: 2.682000e-05}
+  - {value: 2.148000e-03}
+  - {value: 1.797000e-03}
+  - {value: 8.481000e-04}
+  - {value: 5.302000e-04}
+  - {value: 1.430000e-04}
+  - {value: 1.536000e-05}
+  - {value: 6.748000e-04}
+  - {value: 5.993000e-04}
+  - {value: 2.723000e-04}
+  - {value: 1.430000e-04}
+  - {value: 5.200000e-05}
+  - {value: 5.684000e-06}
+  - {value: 4.179000e-05}
+  - {value: 5.258000e-05}
+  - {value: 2.682000e-05}
+  - {value: 1.536000e-05}
+  - {value: 5.684000e-06}
+  - {value: 1.729000e-06}
+independent_variables:
+- header: {name: 'RWB2'}
+  values:
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 2.75, low: 1.85}
+  - {high: 2.75, low: 1.85}
+  - {high: 2.75, low: 1.85}
+  - {high: 2.75, low: 1.85}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 4.00, low: 2.75}
+  - {high: 4.00, low: 2.75}
+  - {high: 4.00, low: 2.75}
+  - {high: 4.00, low: 2.75}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 6.50, low: 4.00}
+  - {high: 6.50, low: 4.00}
+  - {high: 6.50, low: 4.00}
+  - {high: 6.50, low: 4.00}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 12.00, low: 6.50}
+  - {high: 12.00, low: 6.50}
+  - {high: 12.00, low: 6.50}
+  - {high: 12.00, low: 6.50}
+  - {high: 12.00, low: 6.50}
+- header: {name: 'RWB2'}
+  values:
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
+  - {high: 1.00, low: 0.00}
+  - {high: 1.85, low: 1.00}
+  - {high: 2.75, low: 1.85}
+  - {high: 4.00, low: 2.75}
+  - {high: 6.50, low: 4.00}
+  - {high: 12.00, low: 6.50}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table8.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table8.yaml
new file mode 100644
index 0000000000..612e7ebd6e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table8.yaml
@@ -0,0 +1,1263 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DTT_M (breakdown of systematics)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.052%}
+    - asymerror: {minus: +1.702%, plus: -1.702%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.434%, plus: -4.434%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.223%, plus: -0.222%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.062%, plus: +0.062%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.397%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.112%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.841%, plus: -0.857%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.157%, plus: +0.149%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.795%, plus: +0.795%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.461%, plus: -0.850%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.227%, plus: +0.063%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.270%, plus: -0.018%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.714%, plus: +3.714%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.121%, plus: -0.122%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.273%, plus: -0.434%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.046%, plus: -0.044%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.146%, plus: -0.146%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.023%, plus: -0.020%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.086%, plus: -0.160%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.015%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.211%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.051%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.330%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.018%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.358%, plus: -0.211%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.562%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.211%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.709%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.507%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.104%, plus: -0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.734%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.648%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.728%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.788%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.037%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.135%, plus: -0.437%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.318%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.683%, plus: +6.683%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.324%, plus: -2.324%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.730%, plus: +1.020%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.095%, plus: -0.097%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.468%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.174%, plus: +0.175%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.035%, plus: -0.098%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.260%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.135%, plus: -0.335%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.218%, plus: +0.302%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.012%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.316%, plus: -0.315%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.314933e-04
+  - errors:
+    - {label: stat, symerror: +2.060%}
+    - asymerror: {minus: +1.399%, plus: -1.399%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.525%, plus: -3.525%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.160%, plus: -0.160%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.358%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.870%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.340%, plus: -0.342%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.135%, plus: +0.118%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.750%, plus: +0.750%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.449%, plus: -0.239%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.337%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.848%, plus: +2.848%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.026%, plus: +0.027%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.100%, plus: -0.101%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.196%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.038%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.326%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.368%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.304%, plus: +0.202%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.289%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.458%, plus: -0.299%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.600%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.803%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.241%, plus: +0.112%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.126%, plus: +0.233%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.789%, plus: +0.789%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.349%, plus: +0.013%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.107%, plus: -0.107%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.071%, plus: -0.065%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.274%, plus: -0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.069%, plus: -0.070%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.152%, plus: -0.152%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.097789e-03
+  - errors:
+    - {label: stat, symerror: +1.987%}
+    - asymerror: {minus: +0.516%, plus: -0.516%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.826%, plus: +1.826%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.065%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.067%, plus: -0.067%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.034%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.037%, plus: -0.035%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.043%, plus: +0.064%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.692%, plus: +0.692%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.387%, plus: +0.272%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.114%, plus: -0.108%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.224%, plus: +0.066%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.085%, plus: +2.085%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.067%, plus: +0.067%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.180%, plus: +0.513%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.039%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.038%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.029%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.071%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.009%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.074%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.045%, plus: +0.205%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.369%, plus: +0.186%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.514%, plus: +0.503%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.493%, plus: +0.258%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.346%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.394%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.229%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.083%, plus: -0.091%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.108%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.505%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.089%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.047%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.224%, plus: -0.140%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.274%, plus: -2.274%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.224%, plus: +0.224%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.385%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.039%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.240%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.094%, plus: +0.094%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.154%, plus: +0.297%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.056%, plus: -0.130%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.517%, plus: -0.083%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.003%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.015932e-03
+  - errors:
+    - {label: stat, symerror: +2.100%}
+    - asymerror: {minus: -0.337%, plus: +0.337%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.529%, plus: +1.529%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.090%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.022%, plus: +0.021%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.406%, plus: +0.223%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.005%, plus: -0.108%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.202%, plus: +0.206%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.042%, plus: -0.030%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.728%, plus: +0.728%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.198%, plus: -0.093%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.348%, plus: +0.608%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.124%, plus: +0.200%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.169%, plus: -0.168%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.739%, plus: +1.739%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.058%, plus: -0.072%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.062%, plus: +0.061%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.013%, plus: -0.052%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.061%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.013%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.151%, plus: -0.042%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.023%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.318%, plus: +0.073%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.187%, plus: -0.396%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.399%, plus: +0.161%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.273%, plus: -0.180%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.360%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.125%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.140%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.251%, plus: -0.142%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.298%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.495%, plus: +1.994%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.249%, plus: -0.348%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.022%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.146%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.545%, plus: -1.545%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.621%, plus: +0.621%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.717%, plus: -0.467%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.047%, plus: +0.048%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.519%, plus: -0.050%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.143%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.103%, plus: -0.131%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.800%, plus: -0.718%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.010%, plus: -0.004%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.074%, plus: +0.073%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.694002e-03
+  - errors:
+    - {label: stat, symerror: +2.334%}
+    - asymerror: {minus: -1.227%, plus: +1.227%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.862%, plus: +1.862%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.025%, plus: +0.112%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.110%, plus: +0.109%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.076%, plus: +0.002%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.707%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.365%, plus: +0.370%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.085%, plus: -0.090%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.795%, plus: +0.795%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.093%, plus: -0.024%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.323%, plus: +0.038%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.177%, plus: -0.158%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.584%, plus: +1.584%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.049%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.068%, plus: +0.068%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.007%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.082%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.030%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.050%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.044%, plus: +0.209%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.309%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.456%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.357%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.600%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.213%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.676%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.418%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.006%, plus: -0.653%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.487%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.255%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.345%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.040%, plus: -1.040%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.187%, plus: -0.187%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.554%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.072%, plus: +0.073%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.213%, plus: -0.277%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.047%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.166%, plus: -0.221%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.238%, plus: -0.074%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.109%, plus: +0.294%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.271%, plus: +0.115%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.151%, plus: +0.150%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.268022e-03
+  - errors:
+    - {label: stat, symerror: +2.756%}
+    - asymerror: {minus: -0.940%, plus: +0.940%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.673%, plus: +1.673%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.155%, plus: +0.155%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.431%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.414%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.021%, plus: +0.045%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.452%, plus: +0.458%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.124%, plus: -0.133%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.949%, plus: +0.949%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.729%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.073%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.455%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.618%, plus: +1.618%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.548%, plus: +0.006%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.010%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.115%, plus: +0.116%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.146%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.007%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.283%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.166%, plus: -0.306%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.005%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.500%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.316%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.649%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.449%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.354%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.176%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.554%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.238%, plus: -1.395%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.292%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.120%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.826%, plus: -0.826%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.776%, plus: -0.776%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.947%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.075%, plus: +0.076%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.126%, plus: -0.433%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.143%, plus: -0.144%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.153%, plus: +0.076%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.385%, plus: +0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.888%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.192%, plus: +0.191%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.348439e-04
+  - errors:
+    - {label: stat, symerror: +3.169%}
+    - asymerror: {minus: -2.756%, plus: +2.756%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.158%, plus: +5.158%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.230%, plus: +0.229%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.038%, plus: +0.037%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.058%, plus: -0.065%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.149%, plus: -0.025%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.465%, plus: +0.470%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.163%, plus: -0.164%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.065%, plus: +1.065%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.290%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.663%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.120%, plus: -0.032%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.169%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.716%, plus: +1.716%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.013%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.553%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.138%, plus: +0.139%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.055%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.153%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.036%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.125%, plus: -0.161%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.029%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.035%, plus: -0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.628%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.100%, plus: -0.184%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.018%, plus: +0.248%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.161%, plus: +0.411%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.536%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.261%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.233%, plus: -0.186%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.305%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.567%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.005%, plus: +0.003%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.155%, plus: +0.449%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.031%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.021%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.004%, plus: -1.004%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.704%, plus: +2.704%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.085%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.069%, plus: +0.069%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.251%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.232%, plus: -0.233%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.215%, plus: +0.041%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.116%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.973%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.037%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.204%, plus: +0.203%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.269346e-04
+  - errors:
+    - {label: stat, symerror: +3.394%}
+    - asymerror: {minus: -3.082%, plus: +3.082%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.085%, plus: -1.085%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.174%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.295%, plus: +0.295%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.085%, plus: +0.085%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.351%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.175%, plus: +0.035%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.508%, plus: +0.513%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.165%, plus: -0.156%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.097%, plus: +1.097%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.241%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.418%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.095%, plus: -0.386%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.004%, plus: +0.047%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.682%, plus: +1.682%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.086%, plus: -0.085%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.455%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.116%, plus: -0.114%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.164%, plus: +0.165%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.127%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.142%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.307%, plus: -0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.035%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.278%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.033%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.309%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.016%, plus: -0.127%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.084%, plus: +0.077%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.361%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.676%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.072%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.086%, plus: -0.246%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.250%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.547%, plus: +0.461%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.031%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.301%, plus: -0.414%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.457%, plus: -1.457%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.680%, plus: -1.680%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.538%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.108%, plus: +0.108%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.038%, plus: +0.038%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.238%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.356%, plus: -0.356%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.305%, plus: -0.144%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.219%, plus: -0.319%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.340%, plus: +0.484%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.193%, plus: +0.686%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.059%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.231%, plus: +0.230%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.617378e-04
+  - errors:
+    - {label: stat, symerror: +5.138%}
+    - asymerror: {minus: +3.219%, plus: -3.219%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.837%, plus: +2.837%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.019%, plus: +0.149%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.253%, plus: +0.252%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.065%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.314%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.140%, plus: +0.499%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.590%, plus: +0.596%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.162%, plus: -0.181%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.621%, plus: +1.621%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.481%, plus: +0.175%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.323%, plus: -0.903%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.141%, plus: +0.111%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.465%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.082%, plus: +2.082%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.083%, plus: -0.082%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.284%, plus: -0.124%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.171%, plus: -0.169%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.177%, plus: +0.178%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.108%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.049%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.056%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.032%, plus: -0.166%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.289%, plus: -0.021%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.312%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.161%, plus: -0.053%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.379%, plus: -0.040%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.028%, plus: +0.435%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.969%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.770%, plus: +0.563%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.952%, plus: +4.473%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.023%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.515%, plus: +0.364%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.106%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.129%, plus: -0.260%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.750%, plus: -2.750%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.953%, plus: +3.953%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.176%, plus: +0.177%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.059%, plus: +0.059%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.188%, plus: +0.211%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.396%, plus: -0.396%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.127%, plus: +0.034%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.145%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.309%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.869%, plus: +0.863%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.143%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.218%, plus: +0.217%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.618881e-05
+- header: {name: '1/SIG*DSIG/DTT_M (PWG+PY8)', units: ' GeV$^{-1}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 7.375908e-04
+   - value: 2.001592e-03
+   - value: 2.106954e-03
+   - value: 1.837598e-03
+   - value: 1.426472e-03
+   - value: 1.026244e-03
+   - value: 6.741189e-04
+   - value: 2.790734e-04
+   - value: 1.683964e-05
+independent_variables:
+- header: {name: 'TT_M', units: 'GeV'}
+  values:
+  - {high: 539.0, low: 325.0}
+  - {high: 619.25, low: 539.0}
+  - {high: 699.5, low: 619.25}
+  - {high: 779.75, low: 699.5}
+  - {high: 860.0, low: 779.75}
+  - {high: 940.25, low: 860.0}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.0, low: 1047.25}
+  - {high: 3000.0, low: 1288.0}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table80.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table80.yaml
new file mode 100644
index 0000000000..2af3d64fa0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table80.yaml
@@ -0,0 +1,2236 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DDR_E1TC (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.233%}
+    - asymerror: {minus: +3.785%, plus: -3.785%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +8.269%, plus: -8.269%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.032%, plus: -0.031%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.195%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.542%, plus: -0.780%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.843%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.021%, plus: -0.018%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.055%, plus: -0.056%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.040%, plus: +2.040%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.502%, plus: +0.495%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.898%, plus: -1.722%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.561%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.355%, plus: +4.355%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.230%, plus: -0.228%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.572%, plus: +0.356%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.023%, plus: -0.022%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.070%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.048%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.104%, plus: -0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.342%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.035%, plus: +0.150%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.014%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.013%, plus: +0.337%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.029%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.377%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.255%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.413%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.129%, plus: +0.115%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.797%, plus: -0.284%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +2.206%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +1.086%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.794%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.941%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.077%, plus: -3.373%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.040%, plus: +0.047%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.012%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.061%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.043%, plus: -0.128%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.731%, plus: +1.731%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.308%, plus: -2.308%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.664%, plus: +0.723%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.286%, plus: +0.386%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.116%, plus: +0.116%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.533%, plus: -0.060%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.014%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.292%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.715%, plus: +1.092%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.045%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.038%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.817326e-02
+  - errors:
+    - {label: stat, symerror: +3.824%}
+    - asymerror: {minus: +0.667%, plus: -0.667%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.444%, plus: -2.444%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.071%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.003%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.038%, plus: -0.037%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.206%, plus: +0.090%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.648%, plus: +0.375%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.107%, plus: -0.105%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.075%, plus: -0.015%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.493%, plus: +1.493%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.262%, plus: +0.056%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.390%, plus: -1.010%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.031%, plus: -0.019%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.029%, plus: -0.019%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.354%, plus: +3.354%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.157%, plus: -0.156%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.079%, plus: +0.320%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.117%, plus: -0.115%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.027%, plus: +0.028%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.042%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.058%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.002%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.344%, plus: +0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.027%, plus: -0.016%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.299%, plus: -0.489%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.215%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.012%, plus: +0.068%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.802%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.582%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.801%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +1.497%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.359%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.029%, plus: +1.180%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.457%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.506%, plus: -3.405%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.118%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.002%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.615%, plus: +2.615%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.339%, plus: +3.339%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.721%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.017%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.041%, plus: +0.041%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.106%, plus: -0.196%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.039%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.375%, plus: +0.310%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.151%, plus: +0.096%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.010%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.046%, plus: +0.045%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.060758e-01
+  - errors:
+    - {label: stat, symerror: +3.361%}
+    - asymerror: {minus: -1.515%, plus: +1.515%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.786%, plus: -0.786%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.116%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.078%, plus: -0.077%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.605%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.090%, plus: -0.049%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.099%, plus: -0.099%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.071%, plus: -0.117%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.258%, plus: +1.258%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.273%, plus: +0.183%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.268%, plus: +0.242%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.002%, plus: -0.007%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.258%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.936%, plus: +2.936%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.131%, plus: -0.129%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.123%, plus: -0.121%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.048%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.033%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.048%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.070%, plus: -0.171%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.050%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.260%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.000%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.020%, plus: +0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.250%, plus: -0.058%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.150%, plus: -0.172%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.605%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.726%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.184%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.529%, plus: +0.197%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.336%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.367%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.227%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.980%, plus: +0.980%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.205%, plus: -3.205%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.173%, plus: -0.173%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.435%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.054%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.103%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.372%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.089%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.831574e-01
+  - errors:
+    - {label: stat, symerror: +3.136%}
+    - asymerror: {minus: +0.591%, plus: -0.591%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.212%, plus: -0.212%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.032%, plus: +0.143%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.780%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.097%, plus: -0.059%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.047%, plus: -0.028%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.124%, plus: +1.124%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.673%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.215%, plus: +0.072%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.333%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.663%, plus: +2.663%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.154%, plus: +0.020%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.010%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.095%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.113%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.133%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.156%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.000%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.342%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.282%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.327%, plus: -0.069%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.190%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.738%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.224%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.303%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.240%, plus: +2.728%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.008%, plus: +0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.010%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.019%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.134%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.151%, plus: -0.151%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.732%, plus: -0.732%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.559%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.286%, plus: -0.256%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.012%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.066%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.504%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.048%, plus: +0.048%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.459770e-01
+  - errors:
+    - {label: stat, symerror: +2.699%}
+    - asymerror: {minus: +1.110%, plus: -1.110%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.471%, plus: +1.471%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.147%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.023%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.216%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.428%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.127%, plus: -1.217%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.050%, plus: -0.067%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.005%, plus: +1.005%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.219%, plus: -0.381%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.055%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.371%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.465%, plus: +2.465%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.065%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.447%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.040%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.053%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.177%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.064%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.028%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.734%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.266%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.140%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.655%, plus: +0.105%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.275%, plus: +0.392%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.428%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.600%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.426%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.137%, plus: -1.215%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.584%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.323%, plus: +0.534%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.020%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.138%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.562%, plus: -1.562%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.657%, plus: +0.657%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.722%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.103%, plus: -0.104%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.248%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.033%, plus: +0.076%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.029%, plus: -0.151%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.269%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.003%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.449102e-01
+  - errors:
+    - {label: stat, symerror: +2.780%}
+    - asymerror: {minus: -1.885%, plus: +1.885%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.283%, plus: -5.283%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.038%, plus: -0.063%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.153%, plus: -0.198%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.631%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.591%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.010%, plus: -0.007%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.001%, plus: +1.001%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.118%, plus: +0.039%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.433%, plus: -0.351%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.278%, plus: -0.141%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.428%, plus: +2.428%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.519%, plus: -0.115%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.017%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.208%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.194%, plus: -0.401%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.011%, plus: +0.039%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.097%, plus: +0.065%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.135%, plus: -0.188%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.568%, plus: +0.185%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.680%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.331%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.201%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.067%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.565%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.317%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.549%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.126%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.015%, plus: -0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.126%, plus: +0.011%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.679%, plus: +0.679%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.855%, plus: -0.855%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.171%, plus: +0.416%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.160%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.111%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.031%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.110%, plus: +0.549%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.029%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.877983e-01
+  - errors:
+    - {label: stat, symerror: +3.074%}
+    - asymerror: {minus: +2.134%, plus: -2.134%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.201%, plus: +5.201%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.058%, plus: -0.044%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.274%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.896%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.007%, plus: -0.009%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.066%, plus: +1.066%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.173%, plus: +0.664%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.106%, plus: -0.079%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.173%, plus: -0.035%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.718%, plus: +2.718%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.017%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.107%, plus: -0.093%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.005%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.129%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.030%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.515%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.257%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.827%, plus: -0.120%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.454%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.298%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.329%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.158%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.309%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.809%, plus: -0.015%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.042%, plus: +0.282%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.122%, plus: +1.625%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.033%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.023%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.424%, plus: -1.424%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.123%, plus: -1.123%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.663%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.461%, plus: -0.275%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.095%, plus: +0.253%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.027%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.594%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.007%, plus: -0.022%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.655528e-01
+  - errors:
+    - {label: stat, symerror: +3.493%}
+    - asymerror: {minus: -0.440%, plus: +0.440%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.321%, plus: +1.321%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.048%, plus: +0.047%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.159%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.009%, plus: +0.144%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.049%, plus: +0.045%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.209%, plus: +1.209%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.247%, plus: -0.192%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.335%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.034%, plus: +0.141%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.540%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.104%, plus: +3.104%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.076%, plus: +0.075%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.174%, plus: -0.051%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.044%, plus: +0.043%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.004%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.011%, plus: -0.079%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.066%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.121%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.059%, plus: +0.169%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.041%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.003%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.411%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.633%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.600%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.074%, plus: -0.604%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.030%, plus: -2.251%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.715%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.431%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.637%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.621%, plus: +0.064%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.096%, plus: +0.040%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.142%, plus: -1.876%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.032%, plus: -0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.084%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.054%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.567%, plus: +0.567%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.021%, plus: -0.504%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.016%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.080%, plus: -0.370%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.343196e-01
+  - errors:
+    - {label: stat, symerror: +3.855%}
+    - asymerror: {minus: -1.924%, plus: +1.924%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.223%, plus: +0.223%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.098%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.253%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.223%, plus: +0.224%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.606%, plus: +0.756%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.027%, plus: -0.029%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.278%, plus: +1.278%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.472%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.449%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.465%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.426%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.565%, plus: +3.565%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.064%, plus: +0.063%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.423%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.079%, plus: +0.078%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.068%, plus: +0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.071%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.274%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.018%, plus: -0.030%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.387%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.140%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.204%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.397%, plus: -0.716%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.112%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.553%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.058%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.295%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.353%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.508%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.344%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.056%, plus: +0.052%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.005%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.345%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.696%, plus: -0.696%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.351%, plus: +0.351%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.621%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.086%, plus: +0.081%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.524%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.201%, plus: +0.221%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.058%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.193%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.786%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.016%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.729266e-01
+  - errors:
+    - {label: stat, symerror: +3.812%}
+    - asymerror: {minus: +2.120%, plus: -2.120%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.173%, plus: +0.173%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.391%, plus: -0.598%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.145%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.053%, plus: +0.054%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.062%, plus: +0.030%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.382%, plus: +1.382%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.340%, plus: +0.136%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.042%, plus: +0.343%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.115%, plus: -0.225%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.010%, plus: -0.069%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.578%, plus: +3.578%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.115%, plus: +0.114%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.370%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.071%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.028%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.021%, plus: +0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.114%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.338%, plus: +0.074%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.369%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.660%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.394%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.474%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.196%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.059%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.496%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.255%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.479%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.600%, plus: +2.578%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.005%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.156%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.083%, plus: -0.048%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.207%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.601%, plus: +1.601%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.352%, plus: +3.352%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.529%, plus: -0.279%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.002%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.212%, plus: -0.475%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.122%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.118%, plus: -0.250%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.400%, plus: -0.786%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.046%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.048%, plus: -0.048%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.573943e-01
+  - errors:
+    - {label: stat, symerror: +4.978%}
+    - asymerror: {minus: -2.222%, plus: +2.222%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.503%, plus: +0.503%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.142%, plus: -0.096%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.032%, plus: -0.031%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.241%, plus: -0.243%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +1.173%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.929%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.047%, plus: +0.046%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.079%, plus: +0.081%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.657%, plus: +1.657%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.329%, plus: -0.540%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.111%, plus: +1.133%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.426%, plus: +0.193%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.425%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.664%, plus: +4.664%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.121%, plus: +0.120%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.304%, plus: -0.166%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.039%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.084%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.113%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.057%, plus: -0.221%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.168%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.225%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.114%, plus: -0.017%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.217%, plus: -0.413%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.865%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.869%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.769%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.983%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.374%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +1.571%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.716%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.668%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.183%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.224%, plus: -0.237%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.006%, plus: -0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.219%, plus: +0.288%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.409%, plus: +0.409%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.392%, plus: -4.392%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.930%, plus: -0.035%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.059%, plus: +0.063%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.040%, plus: +0.328%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.429%, plus: -0.424%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.136%, plus: +0.252%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.673%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.827976e-01
+  - errors:
+    - {label: stat, symerror: +5.453%}
+    - asymerror: {minus: -1.012%, plus: +1.012%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.073%, plus: -5.073%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.042%, plus: +0.041%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.359%, plus: +0.345%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.323%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.111%, plus: -0.438%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.034%, plus: -0.035%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.012%, plus: +0.004%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.769%, plus: +1.769%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.058%, plus: +0.081%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.197%, plus: -0.047%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.399%, plus: +0.186%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.102%, plus: +5.102%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.168%, plus: +0.166%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.544%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.101%, plus: +0.099%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.024%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.040%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.023%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.241%, plus: -0.200%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.039%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.432%, plus: +0.550%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.084%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.678%, plus: +0.185%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.342%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.755%, plus: +0.147%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.771%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.744%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.659%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.780%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.451%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.016%, plus: -0.489%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.206%, plus: +0.211%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.024%, plus: -0.048%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.050%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.004%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.194%, plus: -0.259%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.719%, plus: +1.719%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.313%, plus: -3.313%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.638%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.206%, plus: +0.207%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.243%, plus: +1.069%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.209%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.408%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.810%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.395289e-01
+  - errors:
+    - {label: stat, symerror: +4.953%}
+    - asymerror: {minus: +2.017%, plus: -2.017%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.125%, plus: +5.125%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.039%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.281%, plus: -0.272%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.403%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.460%, plus: +0.208%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.079%, plus: +0.111%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.736%, plus: +1.736%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.075%, plus: -0.417%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.469%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.324%, plus: +0.451%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.557%, plus: +0.465%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.849%, plus: +4.849%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.123%, plus: +0.122%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.445%, plus: +0.672%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.021%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.018%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.156%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.166%, plus: -0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.119%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.140%, plus: -0.173%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.437%, plus: -0.246%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.017%, plus: -0.135%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.238%, plus: -0.204%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.417%, plus: -0.187%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.460%, plus: -0.246%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.494%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.108%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.078%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.058%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.523%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.431%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.011%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.252%, plus: +2.252%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.632%, plus: +3.632%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.015%, plus: -0.268%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.051%, plus: +0.052%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.417%, plus: -0.316%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.182%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.082%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.547%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.090%, plus: -0.089%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.193862e-01
+  - errors:
+    - {label: stat, symerror: +6.739%}
+    - asymerror: {minus: -5.011%, plus: +5.011%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.800%, plus: +0.800%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.672%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.131%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.037%, plus: +0.037%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.338%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.583%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.338%, plus: -1.451%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.100%, plus: -0.101%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.097%, plus: +0.088%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.172%, plus: +2.172%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.280%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.291%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.146%, plus: +0.655%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +1.542%, plus: -0.360%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.730%, plus: +6.730%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.140%, plus: +0.137%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.265%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.034%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.491%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.104%, plus: +0.653%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.233%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.846%, plus: -0.338%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.045%, plus: -0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.602%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.046%, plus: +1.178%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.491%, plus: -0.056%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.526%, plus: +0.631%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.501%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.422%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.059%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.629%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.481%, plus: +0.830%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.124%, plus: +0.083%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.015%, plus: -1.888%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.054%, plus: +0.009%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.336%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.225%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.485%, plus: +0.372%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.716%, plus: -2.716%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.965%, plus: +4.965%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.437%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.178%, plus: +0.178%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.126%, plus: -0.022%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.763%, plus: -0.571%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.034%, plus: +0.445%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.134%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.776%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.212%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.109%, plus: -0.109%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.649057e-01
+  - errors:
+    - {label: stat, symerror: +5.912%}
+    - asymerror: {minus: +1.812%, plus: -1.812%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -14.748%, plus: +14.748%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.383%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +1.821%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.095%, plus: +0.101%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.154%, plus: +2.154%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.035%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.777%, plus: -1.913%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.193%, plus: -0.332%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.711%, plus: +0.251%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.105%, plus: +6.105%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.125%, plus: +0.124%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.197%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.131%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.064%, plus: -0.241%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.511%, plus: +0.384%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.030%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.946%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.893%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.785%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.951%, plus: -0.182%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.746%, plus: -1.187%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.353%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.454%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.813%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.706%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.590%, plus: -0.120%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +7.515%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.084%, plus: -0.026%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.039%, plus: -0.202%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.207%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.136%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.106%, plus: -1.106%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.555%, plus: +5.555%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.597%, plus: +0.382%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.579%, plus: +0.847%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.163%, plus: -0.700%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.316%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.040%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.172%, plus: +0.677%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.150831e-01
+  - errors:
+    - {label: stat, symerror: +5.630%}
+    - asymerror: {minus: -1.010%, plus: +1.010%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.321%, plus: -6.321%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.231%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.308%, plus: +0.221%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.523%, plus: +0.263%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.424%, plus: -0.449%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.214%, plus: -0.217%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.101%, plus: +0.110%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.892%, plus: +1.892%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.840%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.726%, plus: +0.389%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.601%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.857%, plus: +5.857%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.006%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.471%, plus: +0.066%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.064%, plus: +0.253%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.368%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.300%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.191%, plus: +0.048%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.051%, plus: +0.076%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.036%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.094%, plus: -0.274%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.531%, plus: +0.514%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.402%, plus: -0.682%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.132%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.864%, plus: +1.064%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.401%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.695%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.619%, plus: +0.429%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.252%, plus: +0.799%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.177%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.204%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.410%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.109%, plus: -4.109%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.796%, plus: -0.796%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.126%, plus: -0.094%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.327%, plus: +0.997%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.048%, plus: +0.049%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.504%, plus: +0.488%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.043%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +1.089%, plus: -0.316%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.802625e-02
+- header: {name: '1/SIG*DSIG/DDR_E1TC (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 6.550672e-02
+   - value: 1.889740e-01
+   - value: 2.747141e-01
+   - value: 3.543945e-01
+   - value: 4.266505e-01
+   - value: 4.896864e-01
+   - value: 4.842682e-01
+   - value: 4.466921e-01
+   - value: 3.901852e-01
+   - value: 3.420240e-01
+   - value: 2.950494e-01
+   - value: 2.539468e-01
+   - value: 2.137099e-01
+   - value: 1.731787e-01
+   - value: 1.078651e-01
+   - value: 1.884417e-02
+independent_variables:
+- header: {name: 'DR_E1TC', units: ''}
+  values:
+  - {high: 0.45, low: 0.0}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.0, low: 2.82}
+  - {high: 3.15, low: 3.0}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.0, low: 3.39}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table81.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table81.yaml
new file mode 100644
index 0000000000..ec280e8e30
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table81.yaml
@@ -0,0 +1,778 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 3.717000e-05}
+  - {value: -1.447000e-05}
+  - {value: 1.674000e-06}
+  - {value: -1.036000e-05}
+  - {value: -2.426000e-05}
+  - {value: 1.887000e-07}
+  - {value: 3.118000e-05}
+  - {value: -1.283000e-05}
+  - {value: -2.503000e-05}
+  - {value: -2.973000e-05}
+  - {value: 4.388000e-06}
+  - {value: 1.259000e-05}
+  - {value: 1.573000e-06}
+  - {value: -3.590000e-05}
+  - {value: 2.466000e-05}
+  - {value: -1.065000e-06}
+  - {value: -1.447000e-05}
+  - {value: 2.763000e-04}
+  - {value: -2.098000e-05}
+  - {value: 2.877000e-06}
+  - {value: -2.807000e-05}
+  - {value: -2.463000e-05}
+  - {value: -2.343000e-04}
+  - {value: 1.217000e-05}
+  - {value: 1.731000e-05}
+  - {value: 1.699000e-04}
+  - {value: -9.756000e-05}
+  - {value: -5.038000e-05}
+  - {value: 2.935000e-05}
+  - {value: 3.949000e-05}
+  - {value: -5.493000e-05}
+  - {value: -7.610000e-06}
+  - {value: 1.674000e-06}
+  - {value: -2.098000e-05}
+  - {value: 3.775000e-04}
+  - {value: 5.200000e-05}
+  - {value: -1.309000e-04}
+  - {value: 1.030000e-04}
+  - {value: -1.537000e-04}
+  - {value: -2.906000e-05}
+  - {value: 3.964000e-05}
+  - {value: -1.414000e-04}
+  - {value: 2.063000e-04}
+  - {value: 1.220000e-04}
+  - {value: -1.762000e-04}
+  - {value: -6.493000e-05}
+  - {value: -2.123000e-04}
+  - {value: -8.942000e-07}
+  - {value: -1.036000e-05}
+  - {value: 2.877000e-06}
+  - {value: 5.200000e-05}
+  - {value: 2.939000e-04}
+  - {value: -4.080000e-05}
+  - {value: -2.753000e-05}
+  - {value: -8.151000e-05}
+  - {value: -3.473000e-05}
+  - {value: 7.145000e-06}
+  - {value: -9.050000e-06}
+  - {value: 3.891000e-05}
+  - {value: 2.609000e-05}
+  - {value: -8.582000e-05}
+  - {value: -4.828000e-05}
+  - {value: -1.406000e-04}
+  - {value: -9.268000e-07}
+  - {value: -2.426000e-05}
+  - {value: -2.807000e-05}
+  - {value: -1.309000e-04}
+  - {value: -4.080000e-05}
+  - {value: 4.363000e-04}
+  - {value: -1.813000e-04}
+  - {value: 5.940000e-05}
+  - {value: -2.714000e-05}
+  - {value: -4.683000e-05}
+  - {value: 6.895000e-05}
+  - {value: -1.381000e-04}
+  - {value: -9.337000e-05}
+  - {value: 3.131000e-05}
+  - {value: 8.366000e-06}
+  - {value: 1.587000e-05}
+  - {value: 1.870000e-06}
+  - {value: 1.887000e-07}
+  - {value: -2.463000e-05}
+  - {value: 1.030000e-04}
+  - {value: -2.753000e-05}
+  - {value: -1.813000e-04}
+  - {value: 5.238000e-04}
+  - {value: -2.290000e-04}
+  - {value: -4.199000e-05}
+  - {value: 3.899000e-05}
+  - {value: -1.502000e-04}
+  - {value: 1.308000e-04}
+  - {value: 6.664000e-05}
+  - {value: -1.181000e-04}
+  - {value: 1.736000e-05}
+  - {value: -9.324000e-05}
+  - {value: -2.165000e-06}
+  - {value: 3.118000e-05}
+  - {value: -2.343000e-04}
+  - {value: -1.537000e-04}
+  - {value: -8.151000e-05}
+  - {value: 5.940000e-05}
+  - {value: -2.290000e-04}
+  - {value: 9.635000e-04}
+  - {value: -1.249000e-04}
+  - {value: -2.175000e-04}
+  - {value: -1.422000e-04}
+  - {value: -7.435000e-05}
+  - {value: -4.587000e-05}
+  - {value: 1.000000e-04}
+  - {value: -1.589000e-04}
+  - {value: 2.173000e-04}
+  - {value: 5.119000e-06}
+  - {value: -1.283000e-05}
+  - {value: 1.217000e-05}
+  - {value: -2.906000e-05}
+  - {value: -3.473000e-05}
+  - {value: -2.714000e-05}
+  - {value: -4.199000e-05}
+  - {value: -1.249000e-04}
+  - {value: 4.851000e-04}
+  - {value: -4.904000e-05}
+  - {value: -1.870000e-05}
+  - {value: -4.038000e-05}
+  - {value: -4.417000e-05}
+  - {value: -9.946000e-06}
+  - {value: 3.209000e-05}
+  - {value: -1.406000e-06}
+  - {value: -1.100000e-06}
+  - {value: -2.503000e-05}
+  - {value: 1.731000e-05}
+  - {value: 3.964000e-05}
+  - {value: 7.145000e-06}
+  - {value: -4.683000e-05}
+  - {value: 3.899000e-05}
+  - {value: -2.175000e-04}
+  - {value: -4.904000e-05}
+  - {value: 5.566000e-04}
+  - {value: -9.132000e-05}
+  - {value: 8.192000e-06}
+  - {value: 6.366000e-06}
+  - {value: -9.569000e-05}
+  - {value: 7.006000e-05}
+  - {value: -1.172000e-04}
+  - {value: 4.064000e-07}
+  - {value: -2.973000e-05}
+  - {value: 1.699000e-04}
+  - {value: -1.414000e-04}
+  - {value: -9.050000e-06}
+  - {value: 6.895000e-05}
+  - {value: -1.502000e-04}
+  - {value: -1.422000e-04}
+  - {value: -1.870000e-05}
+  - {value: -9.132000e-05}
+  - {value: 6.902000e-04}
+  - {value: -2.737000e-04}
+  - {value: -1.433000e-04}
+  - {value: 1.325000e-04}
+  - {value: 1.659000e-05}
+  - {value: 4.272000e-06}
+  - {value: -8.593000e-06}
+  - {value: 4.388000e-06}
+  - {value: -9.756000e-05}
+  - {value: 2.063000e-04}
+  - {value: 3.891000e-05}
+  - {value: -1.381000e-04}
+  - {value: 1.308000e-04}
+  - {value: -7.435000e-05}
+  - {value: -4.038000e-05}
+  - {value: 8.192000e-06}
+  - {value: -2.737000e-04}
+  - {value: 7.241000e-04}
+  - {value: 1.340000e-04}
+  - {value: -2.216000e-04}
+  - {value: -7.722000e-05}
+  - {value: -1.908000e-04}
+  - {value: 2.030000e-06}
+  - {value: 1.259000e-05}
+  - {value: -5.038000e-05}
+  - {value: 1.220000e-04}
+  - {value: 2.609000e-05}
+  - {value: -9.337000e-05}
+  - {value: 6.664000e-05}
+  - {value: -4.587000e-05}
+  - {value: -4.417000e-05}
+  - {value: 6.366000e-06}
+  - {value: -1.433000e-04}
+  - {value: 1.340000e-04}
+  - {value: 5.043000e-04}
+  - {value: -1.375000e-04}
+  - {value: -1.063000e-04}
+  - {value: -1.445000e-04}
+  - {value: -5.937000e-07}
+  - {value: 1.573000e-06}
+  - {value: 2.935000e-05}
+  - {value: -1.762000e-04}
+  - {value: -8.582000e-05}
+  - {value: 3.131000e-05}
+  - {value: -1.181000e-04}
+  - {value: 1.000000e-04}
+  - {value: -9.946000e-06}
+  - {value: -9.569000e-05}
+  - {value: 1.325000e-04}
+  - {value: -2.216000e-04}
+  - {value: -1.375000e-04}
+  - {value: 4.450000e-04}
+  - {value: -2.946000e-05}
+  - {value: 1.833000e-04}
+  - {value: -5.994000e-06}
+  - {value: -3.590000e-05}
+  - {value: 3.949000e-05}
+  - {value: -6.493000e-05}
+  - {value: -4.828000e-05}
+  - {value: 8.366000e-06}
+  - {value: 1.736000e-05}
+  - {value: -1.589000e-04}
+  - {value: 3.209000e-05}
+  - {value: 7.006000e-05}
+  - {value: 1.659000e-05}
+  - {value: -7.722000e-05}
+  - {value: -1.063000e-04}
+  - {value: -2.946000e-05}
+  - {value: 4.546000e-04}
+  - {value: 1.297000e-05}
+  - {value: 1.958000e-06}
+  - {value: 2.466000e-05}
+  - {value: -5.493000e-05}
+  - {value: -2.123000e-04}
+  - {value: -1.406000e-04}
+  - {value: 1.587000e-05}
+  - {value: -9.324000e-05}
+  - {value: 2.173000e-04}
+  - {value: -1.406000e-06}
+  - {value: -1.172000e-04}
+  - {value: 4.272000e-06}
+  - {value: -1.908000e-04}
+  - {value: -1.445000e-04}
+  - {value: 1.833000e-04}
+  - {value: 1.297000e-05}
+  - {value: 4.674000e-04}
+  - {value: -2.957000e-06}
+  - {value: -1.065000e-06}
+  - {value: -7.610000e-06}
+  - {value: -8.942000e-07}
+  - {value: -9.268000e-07}
+  - {value: 1.870000e-06}
+  - {value: -2.165000e-06}
+  - {value: 5.119000e-06}
+  - {value: -1.100000e-06}
+  - {value: 4.064000e-07}
+  - {value: -8.593000e-06}
+  - {value: 2.030000e-06}
+  - {value: -5.937000e-07}
+  - {value: -5.994000e-06}
+  - {value: 1.958000e-06}
+  - {value: -2.957000e-06}
+  - {value: 3.054000e-06}
+independent_variables:
+- header: {name: 'DR_E1TC'}
+  values:
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.72, low: 0.45}
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+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table82.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table82.yaml
new file mode 100644
index 0000000000..5c18a0111f
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table82.yaml
@@ -0,0 +1,2236 @@
+dependent_variables:
+- header: {name: 'DSIG/DDR_E1TC (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.272%}
+    - asymerror: {minus: +1.157%, plus: -1.157%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.281%, plus: -6.281%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.085%, plus: +0.326%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.322%, plus: +0.322%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.424%, plus: +0.427%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.287%, plus: +0.487%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +1.248%, plus: -0.873%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.256%, plus: -0.214%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.891%, plus: -0.882%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.207%, plus: +1.178%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.060%, plus: +2.060%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.638%, plus: +0.603%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.951%, plus: -4.723%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.017%, plus: -0.159%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.293%, plus: +0.343%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.314%, plus: +4.314%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.692%, plus: +0.694%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.696%, plus: +0.542%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.753%, plus: +1.770%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.263%, plus: -0.262%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.122%, plus: +0.182%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.163%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.113%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.099%, plus: -0.152%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.683%, plus: -0.259%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.120%, plus: +0.255%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.439%, plus: +0.796%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.028%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.299%, plus: +0.332%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.519%, plus: +0.229%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.942%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.353%, plus: -0.831%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.284%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.594%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.808%, plus: -0.114%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.341%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.416%, plus: -4.426%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.039%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.011%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.091%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.230%, plus: -0.283%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.114%, plus: -6.114%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.965%, plus: +5.965%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -6.026%, plus: +4.326%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.424%, plus: +0.426%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.091%, plus: +0.091%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.717%, plus: +1.836%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.314%, plus: -0.314%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.602%, plus: -0.112%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.459%, plus: -0.166%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.375%, plus: +4.946%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.077%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.480%, plus: +0.481%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.284411e-01
+  - errors:
+    - {label: stat, symerror: +3.882%}
+    - asymerror: {minus: -2.046%, plus: +2.046%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.330%, plus: -0.330%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.213%, plus: +0.187%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.289%, plus: +0.290%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.418%, plus: +0.420%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.312%, plus: +0.183%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.495%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.677%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.978%, plus: -0.968%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.187%, plus: +1.220%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.519%, plus: +1.519%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.399%, plus: +0.163%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.427%, plus: -4.034%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.172%, plus: -0.129%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.708%, plus: +0.711%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.347%, plus: +3.347%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.764%, plus: +0.766%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.204%, plus: +0.506%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.661%, plus: +1.675%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.187%, plus: -0.187%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.065%, plus: -0.065%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.011%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.155%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.027%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.007%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.058%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.467%, plus: +0.397%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.533%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.165%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.941%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.612%, plus: +0.631%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.025%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.679%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.919%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.016%, plus: +0.693%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.078%, plus: -0.224%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.842%, plus: -4.458%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.119%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.031%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.184%, plus: -0.154%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.297%, plus: -5.297%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.091%, plus: +12.091%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.151%, plus: +3.288%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.356%, plus: +0.357%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.331%, plus: +1.246%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.392%, plus: -0.392%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.307%, plus: +0.258%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.036%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.015%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.787%, plus: +3.793%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.022%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.488%, plus: +0.489%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.882549e-01
+  - errors:
+    - {label: stat, symerror: +3.422%}
+    - asymerror: {minus: -4.288%, plus: +4.288%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.364%, plus: +1.364%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.110%, plus: +0.261%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.246%, plus: +0.246%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.379%, plus: +0.380%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.159%, plus: +0.366%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.893%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.172%, plus: -1.097%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.970%, plus: -0.962%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.190%, plus: +1.117%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.283%, plus: +1.283%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.410%, plus: +0.290%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.749%, plus: -2.819%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.143%, plus: -0.117%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.916%, plus: +0.470%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.942%, plus: +2.942%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.790%, plus: +0.794%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.216%, plus: +0.113%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.655%, plus: +1.669%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.183%, plus: -0.183%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.100%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.064%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.113%, plus: +0.170%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.065%, plus: -0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.372%, plus: -0.304%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.135%, plus: +0.139%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.379%, plus: +0.719%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.018%, plus: +0.011%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.504%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.530%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.681%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.665%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.691%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.846%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.672%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.304%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.515%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.105%, plus: -0.344%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.104%, plus: -4.420%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.246%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.070%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.321%, plus: -0.053%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.807%, plus: -6.807%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.993%, plus: +4.993%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.675%, plus: +3.133%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.200%, plus: +0.199%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.577%, plus: +1.003%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.416%, plus: -0.415%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.037%, plus: +0.002%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.174%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.120%, plus: +3.705%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.121%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.497%, plus: +0.499%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.334798e-01
+  - errors:
+    - {label: stat, symerror: +3.196%}
+    - asymerror: {minus: -2.124%, plus: +2.124%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.951%, plus: +1.951%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.071%, plus: +0.225%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.287%, plus: +0.288%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.453%, plus: +0.454%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.100%, plus: -0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.299%, plus: +0.436%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.489%, plus: -0.046%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.178%, plus: -1.107%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.880%, plus: -0.874%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.215%, plus: +1.207%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.149%, plus: +1.149%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.217%, plus: -2.402%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.569%, plus: +1.066%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.671%, plus: +2.671%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.855%, plus: +0.857%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.278%, plus: +0.206%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.730%, plus: +1.746%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.196%, plus: -0.196%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.062%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.103%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.042%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.002%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.453%, plus: -0.323%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.218%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.373%, plus: +0.614%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.405%, plus: +0.298%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.240%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.605%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.625%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.011%, plus: +0.636%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.741%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.187%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.287%, plus: -0.180%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.014%, plus: -0.881%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.607%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.013%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.012%, plus: +0.224%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.049%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.320%, plus: -0.165%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.850%, plus: -7.850%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.674%, plus: +7.674%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.915%, plus: +4.015%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.380%, plus: +0.381%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.023%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.153%, plus: +1.185%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.443%, plus: -0.442%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.065%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.089%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.233%, plus: -0.151%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.650%, plus: +4.336%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.052%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.490%, plus: +0.491%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.518342e-01
+  - errors:
+    - {label: stat, symerror: +2.800%}
+    - asymerror: {minus: -1.591%, plus: +1.591%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.670%, plus: +3.670%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.289%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.337%, plus: +0.338%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.479%, plus: +0.480%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.483%, plus: +0.203%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.716%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.209%, plus: -2.253%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.862%, plus: -0.856%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.212%, plus: +1.168%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.043%, plus: +1.043%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.082%, plus: -0.274%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +1.938%, plus: -3.199%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.037%, plus: -0.480%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.787%, plus: +0.614%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.528%, plus: +2.528%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.856%, plus: +0.859%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.436%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.751%, plus: +1.767%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.202%, plus: -0.202%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.064%, plus: -0.064%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.092%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.184%, plus: -0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.118%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.303%, plus: -0.485%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.149%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.640%, plus: +0.220%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.022%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.298%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.643%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.057%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.464%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.714%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.829%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.943%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.910%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.150%, plus: -1.690%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.258%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.011%, plus: -0.562%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.019%, plus: +0.010%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.022%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.069%, plus: -0.279%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.152%, plus: -9.152%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.181%, plus: +9.181%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.926%, plus: +2.830%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.269%, plus: +0.269%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.106%, plus: +0.106%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.474%, plus: +1.193%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.456%, plus: -0.455%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.086%, plus: -0.207%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.203%, plus: -0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.278%, plus: +2.495%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.035%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.478%, plus: +0.479%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.382284e-01
+  - errors:
+    - {label: stat, symerror: +2.875%}
+    - asymerror: {minus: -4.667%, plus: +4.667%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.231%, plus: -3.231%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.104%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.286%, plus: +0.286%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.447%, plus: +0.449%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.120%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.115%, plus: +0.094%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.919%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.031%, plus: -1.632%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.795%, plus: -0.790%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.251%, plus: +1.228%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.037%, plus: +1.037%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.255%, plus: +0.146%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.471%, plus: -3.395%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.420%, plus: -0.251%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.637%, plus: +0.756%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.477%, plus: +2.477%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.881%, plus: +0.884%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.394%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.783%, plus: +1.799%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.211%, plus: -0.211%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.077%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.114%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.066%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.131%, plus: -0.244%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.107%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.233%, plus: +0.055%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.016%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.665%, plus: +0.021%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.566%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.491%, plus: +0.035%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.489%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.770%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.632%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.446%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.049%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.627%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.223%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -2.204%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.016%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.053%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.060%, plus: -0.143%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.084%, plus: -7.084%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.541%, plus: +7.541%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.619%, plus: +4.008%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.352%, plus: +0.353%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.105%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.476%, plus: +1.283%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.461%, plus: -0.460%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.136%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.176%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.868%, plus: +4.383%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.003%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.476%, plus: +0.477%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.190311e-01
+  - errors:
+    - {label: stat, symerror: +3.171%}
+    - asymerror: {minus: -0.539%, plus: +0.539%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.481%, plus: +7.481%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.316%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.288%, plus: +0.289%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.497%, plus: +0.498%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.127%, plus: -0.127%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.209%, plus: +0.248%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.372%, plus: -0.162%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.810%, plus: -0.805%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.254%, plus: +1.226%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.100%, plus: +1.100%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.251%, plus: +0.101%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.847%, plus: -2.411%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.248%, plus: -0.188%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.565%, plus: +0.695%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.783%, plus: +2.783%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.937%, plus: +0.940%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.092%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.802%, plus: +1.819%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.216%, plus: -0.216%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.084%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.016%, plus: -0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.157%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.334%, plus: -0.300%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.088%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.425%, plus: +0.460%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.057%, plus: +0.098%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.364%, plus: +0.237%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.343%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.115%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.227%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.179%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.823%, plus: -0.496%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.397%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.516%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.034%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.179%, plus: -0.255%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.025%, plus: -9.025%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.250%, plus: +7.250%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.814%, plus: +3.659%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.356%, plus: +0.357%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.083%, plus: +0.083%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.980%, plus: +1.166%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.449%, plus: -0.448%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.027%, plus: +0.200%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.084%, plus: -0.205%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.170%, plus: -0.075%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.191%, plus: +3.917%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.025%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.451%, plus: +0.452%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.771198e-01
+  - errors:
+    - {label: stat, symerror: +3.598%}
+    - asymerror: {minus: -3.183%, plus: +3.183%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.516%, plus: +3.516%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.236%, plus: +0.073%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.317%, plus: +0.317%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.504%, plus: +0.504%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.135%, plus: -0.135%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.425%, plus: +0.260%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.298%, plus: +0.050%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.110%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.786%, plus: -0.782%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.309%, plus: +1.280%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.246%, plus: +1.246%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.109%, plus: -0.085%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.803%, plus: -3.379%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.012%, plus: +0.186%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.170%, plus: +3.170%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.995%, plus: +0.999%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.819%, plus: +1.835%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.213%, plus: -0.213%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.049%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.108%, plus: -0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.461%, plus: -0.348%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.106%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.486%, plus: +0.628%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.977%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.009%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.523%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.773%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.786%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.110%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.778%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -1.121%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.608%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.638%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.478%, plus: -2.946%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.007%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.031%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.114%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.240%, plus: -0.179%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.640%, plus: -7.640%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.084%, plus: +9.084%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.434%, plus: +3.056%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.405%, plus: +0.406%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.514%, plus: +1.357%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.448%, plus: -0.447%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.036%, plus: -0.037%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.010%, plus: -0.157%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.011%, plus: -0.382%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.685%, plus: +3.429%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.434%, plus: +0.435%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.182752e-01
+  - errors:
+    - {label: stat, symerror: +3.948%}
+    - asymerror: {minus: -4.707%, plus: +4.707%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.395%, plus: +2.395%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.123%, plus: +0.243%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.338%, plus: +0.339%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.467%, plus: +0.468%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.274%, plus: +0.545%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.512%, plus: +0.129%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.525%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.898%, plus: -0.893%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.260%, plus: +1.256%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.307%, plus: +1.307%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.579%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.488%, plus: -2.862%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.607%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.365%, plus: +1.159%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.638%, plus: +3.638%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.983%, plus: +0.987%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.052%, plus: +0.609%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.854%, plus: +1.872%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.227%, plus: -0.227%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.079%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.085%, plus: -0.134%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.134%, plus: +0.140%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.581%, plus: -0.291%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.067%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.310%, plus: +0.733%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.019%, plus: -0.034%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.573%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.307%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.727%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.885%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.071%, plus: +0.558%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.896%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.348%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.193%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.833%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.540%, plus: -0.365%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.043%, plus: -2.420%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.055%, plus: +0.050%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.025%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.532%, plus: -0.081%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.354%, plus: -8.354%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.850%, plus: +8.850%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.421%, plus: +4.221%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.458%, plus: +0.455%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.028%, plus: +0.028%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.294%, plus: +1.976%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.436%, plus: -0.435%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.133%, plus: +0.169%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.115%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.078%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.760%, plus: +4.629%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.429%, plus: +0.430%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.026084e-01
+  - errors:
+    - {label: stat, symerror: +3.889%}
+    - asymerror: {minus: -0.553%, plus: +0.553%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.344%, plus: +2.344%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.324%, plus: +0.325%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.451%, plus: +0.453%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.122%, plus: -0.122%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.245%, plus: +0.302%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.101%, plus: -0.692%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.226%, plus: -0.927%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.816%, plus: -0.811%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.322%, plus: +1.266%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.409%, plus: +1.409%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.477%, plus: +0.244%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.982%, plus: -2.721%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.257%, plus: -0.335%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.726%, plus: +0.661%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.615%, plus: +3.615%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.034%, plus: +1.039%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.451%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.795%, plus: +1.812%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.220%, plus: -0.220%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.038%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.026%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.291%, plus: -0.402%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.763%, plus: +0.532%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.063%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.935%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.036%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.319%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.754%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.014%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.603%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -3.414%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.980%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.268%, plus: -0.252%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.153%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.267%, plus: +1.459%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.006%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.053%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.234%, plus: -6.234%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.104%, plus: +12.104%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.944%, plus: +3.289%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.378%, plus: +0.379%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.103%, plus: +0.103%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.433%, plus: +1.545%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.428%, plus: -0.427%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.281%, plus: -0.527%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.285%, plus: -0.375%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.378%, plus: +2.997%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.395%, plus: +0.395%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.733448e-01
+  - errors:
+    - {label: stat, symerror: +5.051%}
+    - asymerror: {minus: -5.014%, plus: +5.014%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.682%, plus: +2.682%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.259%, plus: +0.261%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.473%, plus: +0.474%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.119%, plus: -0.119%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.027%, plus: +0.049%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.880%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.174%, plus: -0.129%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.823%, plus: -0.818%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.339%, plus: +1.317%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.680%, plus: +1.680%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.191%, plus: -0.434%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.911%, plus: -1.956%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.285%, plus: +0.083%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.158%, plus: +0.606%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.710%, plus: +4.710%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.040%, plus: +1.045%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.814%, plus: +1.830%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.235%, plus: -0.234%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.032%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.016%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.157%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.114%, plus: -0.233%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.211%, plus: +0.043%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.291%, plus: -0.032%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.613%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.824%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.136%, plus: +0.811%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.920%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.358%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.232%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.054%, plus: -0.014%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +2.339%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.222%, plus: -0.219%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.033%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.333%, plus: -7.333%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.705%, plus: +3.705%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.557%, plus: +3.542%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.431%, plus: +0.437%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.053%, plus: +0.053%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.474%, plus: +1.777%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.410%, plus: -0.409%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.498%, plus: -0.476%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.079%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.153%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.153%, plus: +3.797%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.383%, plus: +0.384%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.328018e-01
+  - errors:
+    - {label: stat, symerror: +5.513%}
+    - asymerror: {minus: -3.771%, plus: +3.771%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.015%, plus: -3.015%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.071%, plus: +0.239%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.290%, plus: +0.290%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.498%, plus: +0.499%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.134%, plus: -0.134%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.625%, plus: +0.638%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.608%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.192%, plus: -1.481%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.905%, plus: -0.899%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.272%, plus: +1.239%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.786%, plus: +1.786%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.196%, plus: +0.188%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.228%, plus: -3.100%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.304%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.132%, plus: +0.917%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.135%, plus: +5.135%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.086%, plus: +1.092%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.731%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.875%, plus: +1.893%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.235%, plus: -0.235%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.077%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.137%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.581%, plus: -0.508%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.124%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.857%, plus: +1.011%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.021%, plus: +0.082%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.242%, plus: +0.141%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.720%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.677%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.470%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.288%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.055%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.925%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.047%, plus: -1.163%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.128%, plus: -0.882%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.026%, plus: -0.050%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.052%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.034%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.380%, plus: -0.413%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.125%, plus: -6.125%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.875%, plus: +4.875%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.331%, plus: +4.239%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.578%, plus: +0.581%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.660%, plus: +2.530%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.427%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.025%, plus: -0.261%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.576%, plus: -0.178%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.982%, plus: +4.543%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.028%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.380%, plus: +0.380%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.512818e-01
+  - errors:
+    - {label: stat, symerror: +5.011%}
+    - asymerror: {minus: -0.659%, plus: +0.659%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -7.403%, plus: +7.403%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.103%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.245%, plus: +0.245%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.477%, plus: +0.478%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.113%, plus: -0.113%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.308%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.842%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.903%, plus: -0.896%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.339%, plus: +1.347%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.754%, plus: +1.754%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.542%, plus: -3.485%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.183%, plus: +0.341%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.289%, plus: +1.198%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.876%, plus: +4.876%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.042%, plus: +1.047%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.568%, plus: +0.859%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.797%, plus: +1.813%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.230%, plus: -0.230%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.096%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.362%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.055%, plus: -0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.211%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.552%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.582%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.515%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.415%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.393%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.331%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.305%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.107%, plus: -0.250%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.484%, plus: -1.056%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.102%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.199%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.115%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.633%, plus: -5.633%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.409%, plus: +12.409%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.440%, plus: +3.300%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.424%, plus: +0.426%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.024%, plus: +1.125%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.411%, plus: -0.411%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.080%, plus: -0.234%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.085%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.289%, plus: +3.584%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.353%, plus: +0.354%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.133323e-01
+  - errors:
+    - {label: stat, symerror: +6.791%}
+    - asymerror: {minus: -7.879%, plus: +7.879%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.984%, plus: +2.984%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.529%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.244%, plus: +0.246%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.326%, plus: +0.326%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.077%, plus: -0.078%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.385%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.292%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.419%, plus: -2.484%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.971%, plus: -0.965%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.357%, plus: +1.324%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.186%, plus: +2.186%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.028%, plus: +0.387%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.115%, plus: -2.772%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.004%, plus: +0.545%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.795%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.760%, plus: +6.760%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.059%, plus: +1.062%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.451%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.780%, plus: +1.796%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.220%, plus: -0.219%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.425%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.342%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.041%, plus: -0.041%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.416%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.044%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.046%, plus: -0.004%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.297%, plus: +0.795%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.442%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.336%, plus: +0.460%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.039%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.824%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.468%, plus: +0.345%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.596%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.353%, plus: -2.958%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.053%, plus: +0.007%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.334%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.299%, plus: +0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.218%, plus: -10.218%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -13.854%, plus: +13.854%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.033%, plus: +3.795%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.550%, plus: +0.552%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.049%, plus: +0.050%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.113%, plus: +0.113%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.311%, plus: +1.423%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.388%, plus: -0.387%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.831%, plus: -0.623%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.390%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.015%, plus: +3.706%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.334%, plus: +0.334%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.106887e-01
+  - errors:
+    - {label: stat, symerror: +5.981%}
+    - asymerror: {minus: -0.869%, plus: +0.869%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -17.235%, plus: +17.235%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.316%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.258%, plus: +0.258%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.488%, plus: +0.489%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.132%, plus: -0.131%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.125%, plus: +0.361%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.754%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.864%, plus: -0.858%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.355%, plus: +1.337%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.178%, plus: +2.178%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.173%, plus: +0.079%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.826%, plus: -4.909%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.335%, plus: -0.442%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.442%, plus: +0.982%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.134%, plus: +6.134%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.044%, plus: +1.049%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.828%, plus: +1.846%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.240%, plus: -0.239%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.175%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.196%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.404%, plus: -0.549%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.047%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.936%, plus: +0.843%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.035%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.373%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.637%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.150%, plus: +0.444%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.129%, plus: -0.352%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.303%, plus: -1.728%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.092%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.938%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.252%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.622%, plus: -0.797%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +6.342%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.086%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.037%, plus: -0.184%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.247%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.323%, plus: -0.329%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +8.732%, plus: -8.732%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -14.494%, plus: +14.494%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.996%, plus: +3.973%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.332%, plus: +0.332%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.094%, plus: +0.094%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.006%, plus: +2.304%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.417%, plus: -0.415%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.231%, plus: -0.752%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.042%, plus: -0.371%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.207%, plus: -0.206%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.852%, plus: +4.516%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.185%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.366%, plus: +0.366%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.168210e-01
+  - errors:
+    - {label: stat, symerror: +5.694%}
+    - asymerror: {minus: -3.768%, plus: +3.768%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.291%, plus: -4.291%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.192%, plus: +0.192%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.406%, plus: +0.406%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.111%, plus: -0.111%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.574%, plus: +0.513%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.810%, plus: +0.169%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.505%, plus: -1.492%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.086%, plus: -1.079%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.360%, plus: +1.346%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.913%, plus: +1.913%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.024%, plus: +0.196%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.890%, plus: -2.623%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.586%, plus: +0.279%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.139%, plus: +1.208%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.916%, plus: +5.916%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.926%, plus: +0.931%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.594%, plus: +0.251%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.821%, plus: +1.839%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.273%, plus: -0.273%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.289%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.130%, plus: +0.317%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.363%, plus: -0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.362%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.405%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.616%, plus: +0.506%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.056%, plus: +0.074%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.004%, plus: -0.040%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.475%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.783%, plus: +0.133%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.830%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.753%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.301%, plus: +0.510%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.069%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.605%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.220%, plus: +0.116%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.513%, plus: -1.007%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.209%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.255%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +11.503%, plus: -11.503%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.606%, plus: +7.606%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.368%, plus: +3.480%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.451%, plus: +0.453%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.155%, plus: +0.155%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.758%, plus: +2.456%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.382%, plus: -0.381%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.437%, plus: +0.436%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.015%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.125%, plus: -0.159%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.714%, plus: +3.485%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.343%, plus: +0.344%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.396217e-02
+- header: {name: 'DSIG/DDR_E1TC (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.174586e-01
+   - value: 3.388449e-01
+   - value: 4.925834e-01
+   - value: 6.354566e-01
+   - value: 7.650170e-01
+   - value: 8.780453e-01
+   - value: 8.683301e-01
+   - value: 8.009532e-01
+   - value: 6.996320e-01
+   - value: 6.132753e-01
+   - value: 5.290462e-01
+   - value: 4.553461e-01
+   - value: 3.831982e-01
+   - value: 3.105228e-01
+   - value: 1.934104e-01
+   - value: 3.378904e-02
+independent_variables:
+- header: {name: 'DR_E1TC', units: ''}
+  values:
+  - {high: 0.45, low: 0.0}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.0, low: 2.82}
+  - {high: 3.15, low: 3.0}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.0, low: 3.39}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table83.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table83.yaml
new file mode 100644
index 0000000000..0e5acdf52c
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table83.yaml
@@ -0,0 +1,778 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.201000e-04}
+  - {value: 8.928000e-04}
+  - {value: 1.003000e-03}
+  - {value: 1.437000e-03}
+  - {value: 2.029000e-03}
+  - {value: 2.171000e-03}
+  - {value: 2.277000e-03}
+  - {value: 1.992000e-03}
+  - {value: 1.738000e-03}
+  - {value: 1.562000e-03}
+  - {value: 1.003000e-03}
+  - {value: 9.161000e-04}
+  - {value: 1.137000e-03}
+  - {value: 9.296000e-04}
+  - {value: 9.523000e-04}
+  - {value: 8.997000e-05}
+  - {value: 8.928000e-04}
+  - {value: 3.934000e-03}
+  - {value: 3.163000e-03}
+  - {value: 4.718000e-03}
+  - {value: 6.618000e-03}
+  - {value: 6.855000e-03}
+  - {value: 6.135000e-03}
+  - {value: 6.522000e-03}
+  - {value: 5.854000e-03}
+  - {value: 5.854000e-03}
+  - {value: 2.863000e-03}
+  - {value: 2.654000e-03}
+  - {value: 3.672000e-03}
+  - {value: 3.441000e-03}
+  - {value: 2.544000e-03}
+  - {value: 2.712000e-04}
+  - {value: 1.003000e-03}
+  - {value: 3.163000e-03}
+  - {value: 4.451000e-03}
+  - {value: 5.104000e-03}
+  - {value: 6.920000e-03}
+  - {value: 7.736000e-03}
+  - {value: 6.961000e-03}
+  - {value: 6.944000e-03}
+  - {value: 6.451000e-03}
+  - {value: 5.257000e-03}
+  - {value: 3.788000e-03}
+  - {value: 3.188000e-03}
+  - {value: 3.402000e-03}
+  - {value: 3.618000e-03}
+  - {value: 2.590000e-03}
+  - {value: 3.243000e-04}
+  - {value: 1.437000e-03}
+  - {value: 4.718000e-03}
+  - {value: 5.104000e-03}
+  - {value: 8.327000e-03}
+  - {value: 1.046000e-02}
+  - {value: 1.076000e-02}
+  - {value: 1.060000e-02}
+  - {value: 1.009000e-02}
+  - {value: 9.164000e-03}
+  - {value: 8.279000e-03}
+  - {value: 4.984000e-03}
+  - {value: 4.396000e-03}
+  - {value: 5.394000e-03}
+  - {value: 5.168000e-03}
+  - {value: 3.989000e-03}
+  - {value: 4.664000e-04}
+  - {value: 2.029000e-03}
+  - {value: 6.618000e-03}
+  - {value: 6.920000e-03}
+  - {value: 1.046000e-02}
+  - {value: 1.646000e-02}
+  - {value: 1.494000e-02}
+  - {value: 1.565000e-02}
+  - {value: 1.437000e-02}
+  - {value: 1.278000e-02}
+  - {value: 1.204000e-02}
+  - {value: 6.817000e-03}
+  - {value: 6.101000e-03}
+  - {value: 8.050000e-03}
+  - {value: 7.316000e-03}
+  - {value: 5.994000e-03}
+  - {value: 6.658000e-04}
+  - {value: 2.171000e-03}
+  - {value: 6.855000e-03}
+  - {value: 7.736000e-03}
+  - {value: 1.076000e-02}
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+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
+  - {high: 0.45, low: 0.00}
+  - {high: 0.72, low: 0.45}
+  - {high: 0.99, low: 0.72}
+  - {high: 1.26, low: 0.99}
+  - {high: 1.53, low: 1.26}
+  - {high: 1.77, low: 1.53}
+  - {high: 1.98, low: 1.77}
+  - {high: 2.16, low: 1.98}
+  - {high: 2.34, low: 2.16}
+  - {high: 2.52, low: 2.34}
+  - {high: 2.67, low: 2.52}
+  - {high: 2.82, low: 2.67}
+  - {high: 3.00, low: 2.82}
+  - {high: 3.15, low: 3.00}
+  - {high: 3.39, low: 3.15}
+  - {high: 5.00, low: 3.39}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table84.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table84.yaml
new file mode 100644
index 0000000000..0491d1d265
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table84.yaml
@@ -0,0 +1,1263 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DDR_E2TC (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.418%}
+    - asymerror: {minus: -1.020%, plus: +1.020%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -5.729%, plus: +5.729%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.154%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.053%, plus: +1.221%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.327%, plus: -0.336%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.205%, plus: -0.209%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.052%, plus: -0.005%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.487%, plus: +1.487%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.371%, plus: -0.080%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.679%, plus: -0.186%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.173%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.019%, plus: +0.254%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.111%, plus: +5.111%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.101%, plus: -0.100%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.439%, plus: -0.131%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.030%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.096%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.075%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.062%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.078%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.047%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.117%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.198%, plus: -0.056%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.007%, plus: +0.031%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.015%, plus: +0.034%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.491%, plus: -0.158%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.006%, plus: +0.707%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.455%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.635%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.211%, plus: -1.630%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.132%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.402%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.240%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.357%, plus: +1.311%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.223%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.565%, plus: -0.902%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.123%, plus: -0.064%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.155%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -3.016%, plus: +3.016%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -2.897%, plus: +2.897%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.265%, plus: +0.715%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.016%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.400%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.117%, plus: +0.117%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.159%, plus: +0.170%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.321%, plus: +0.898%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.035%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.222480e-01
+  - errors:
+    - {label: stat, symerror: +3.511%}
+    - asymerror: {minus: +3.262%, plus: -3.262%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.836%, plus: +1.836%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.145%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.035%, plus: -0.034%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.153%, plus: +0.369%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.300%, plus: +0.052%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.700%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.175%, plus: -0.178%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.031%, plus: -0.043%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.159%, plus: +1.159%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.474%, plus: +0.065%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.520%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.044%, plus: +0.209%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.334%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.836%, plus: +3.836%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.152%, plus: -0.151%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.761%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.150%, plus: -0.147%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.027%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.027%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.350%, plus: -0.157%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.188%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.346%, plus: +0.467%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.024%, plus: +0.058%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.273%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.639%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.302%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.344%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.327%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.303%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.956%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.515%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.055%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.126%, plus: -1.035%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.652%, plus: -0.765%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.243%, plus: +0.201%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.036%, plus: +0.079%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.217%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.467%, plus: -2.467%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.867%, plus: +1.867%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.399%, plus: +0.136%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.132%, plus: -0.132%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.074%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.253%, plus: +0.276%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.118%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -2.079%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.200452e-01
+  - errors:
+    - {label: stat, symerror: +3.878%}
+    - asymerror: {minus: -0.244%, plus: +0.244%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.680%, plus: -3.680%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.049%, plus: -0.048%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.082%, plus: -0.052%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.482%, plus: -0.352%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.688%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.121%, plus: -0.123%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.049%, plus: -0.051%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.278%, plus: +1.278%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.252%, plus: +0.100%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.330%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.602%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.201%, plus: -0.329%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.269%, plus: +4.269%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.035%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.255%, plus: -0.116%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.025%, plus: +0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.024%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.007%, plus: -0.006%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.229%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.038%, plus: +0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.006%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.284%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.128%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.550%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.082%, plus: +0.294%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.332%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.176%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.155%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.695%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.281%, plus: -0.160%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.041%, plus: +0.104%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.357%, plus: -0.398%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.248%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.039%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.314%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.209%, plus: -2.209%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.538%, plus: +3.538%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.469%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.070%, plus: -0.075%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +1.024%, plus: -0.387%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.311%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.154%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.095%, plus: -0.006%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.293%, plus: +0.273%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.019%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.116304e-01
+  - errors:
+    - {label: stat, symerror: +3.299%}
+    - asymerror: {minus: -1.231%, plus: +1.231%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.252%, plus: +3.252%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.023%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.182%, plus: +0.090%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.074%, plus: -0.490%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.140%, plus: -0.184%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.022%, plus: -0.033%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.105%, plus: +1.105%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.112%, plus: -0.092%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.535%, plus: +0.201%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.145%, plus: -0.083%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.353%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.648%, plus: +3.648%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.662%, plus: -0.033%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.027%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.043%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.018%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.137%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.253%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.048%, plus: -0.076%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.051%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.019%, plus: -0.031%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.202%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.004%, plus: -0.524%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.309%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.542%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.429%, plus: +1.111%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.045%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.788%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.315%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.190%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.601%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.010%, plus: -0.055%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.194%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.064%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.068%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.029%, plus: -2.029%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.982%, plus: +0.982%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.237%, plus: -0.406%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.091%, plus: +0.092%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.335%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.092%, plus: +0.511%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.133%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.177%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.539%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.014%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.806592e-01
+  - errors:
+    - {label: stat, symerror: +3.148%}
+    - asymerror: {minus: +0.308%, plus: -0.308%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.514%, plus: -6.514%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.195%, plus: -0.021%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.013%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.094%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.099%, plus: +0.297%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.095%, plus: +0.891%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.097%, plus: +0.098%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.088%, plus: +1.088%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.260%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.967%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.251%, plus: +0.075%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.140%, plus: -0.020%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.404%, plus: +3.404%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.099%, plus: +0.504%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.005%, plus: -0.057%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.042%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.123%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.056%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.087%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.226%, plus: +0.161%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.002%, plus: -0.059%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.530%, plus: -0.303%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.035%, plus: +0.697%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.762%, plus: -0.045%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.886%, plus: -0.476%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.434%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.807%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.987%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.610%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.235%, plus: +0.795%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.010%, plus: +1.223%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.386%, plus: +0.567%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.069%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.022%, plus: -0.120%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.032%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.141%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.577%, plus: +0.577%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +4.638%, plus: -4.638%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.777%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.101%, plus: +0.101%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.042%, plus: +0.042%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.231%, plus: +0.882%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.090%, plus: -0.197%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.093%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.143%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.798%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.009%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.092621e-01
+  - errors:
+    - {label: stat, symerror: +3.919%}
+    - asymerror: {minus: +2.859%, plus: -2.859%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.262%, plus: -1.262%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.019%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.165%, plus: -0.208%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.161%, plus: -0.317%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.064%, plus: +0.066%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.024%, plus: +0.041%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.274%, plus: +1.274%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.261%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -1.219%, plus: +0.794%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.298%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.152%, plus: -0.253%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.037%, plus: +4.037%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.709%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.039%, plus: +0.038%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.008%, plus: -0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.111%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.011%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.287%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.006%, plus: -0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.170%, plus: -0.413%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.005%, plus: +0.019%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.417%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.765%, plus: +0.292%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.129%, plus: -0.644%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.144%, plus: +0.528%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.214%, plus: +1.084%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.449%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.005%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.074%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.151%, plus: -0.274%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.088%, plus: +0.080%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.243%, plus: +3.023%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.221%, plus: -0.336%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.054%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.155%, plus: +0.013%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.213%, plus: -0.213%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.467%, plus: +0.467%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.457%, plus: -1.052%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.633%, plus: -0.671%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.276%, plus: -0.298%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.037%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.672%, plus: -0.981%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.294148e-01
+  - errors:
+    - {label: stat, symerror: +4.805%}
+    - asymerror: {minus: -2.276%, plus: +2.276%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.220%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.030%, plus: +0.030%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.395%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.472%, plus: -0.712%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.075%, plus: +0.077%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.002%, plus: -0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.410%, plus: +1.410%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +1.344%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.503%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.602%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.643%, plus: +4.643%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.068%, plus: +0.069%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.574%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.108%, plus: +0.107%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.224%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.012%, plus: +0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.330%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: +0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.016%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.283%, plus: +0.112%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.497%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.947%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.433%, plus: -0.859%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.489%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.067%, plus: +0.085%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.628%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.313%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.313%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.856%, plus: +0.856%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.761%, plus: -3.761%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.539%, plus: +0.958%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.117%, plus: -0.117%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.538%, plus: +0.469%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.281%, plus: -0.175%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.350%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.716%, plus: +0.822%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.242751e-01
+  - errors:
+    - {label: stat, symerror: +4.589%}
+    - asymerror: {minus: -0.447%, plus: +0.447%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.754%, plus: +6.754%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.112%, plus: -0.331%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.051%, plus: +0.051%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.308%, plus: -0.651%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.230%, plus: +0.684%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.625%, plus: +0.796%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.193%, plus: +0.197%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.049%, plus: +0.015%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.555%, plus: +1.555%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.213%, plus: -0.047%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.246%, plus: +0.073%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.659%, plus: +0.101%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.330%, plus: +0.229%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.736%, plus: +4.736%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.106%, plus: +0.103%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.916%, plus: +0.446%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.048%, plus: +0.046%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.085%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.074%, plus: -0.199%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.475%, plus: +0.468%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.080%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.311%, plus: -0.455%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.049%, plus: -0.014%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.008%, plus: +0.026%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.171%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.700%, plus: -0.840%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.817%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.343%, plus: -0.142%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.484%, plus: +0.285%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.558%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.573%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.815%, plus: -0.162%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.545%, plus: -0.213%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.233%, plus: -0.769%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.139%, plus: +0.069%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.020%, plus: -0.193%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.017%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.219%, plus: +0.109%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -5.885%, plus: +5.885%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.601%, plus: +0.601%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.134%, plus: -1.013%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.360%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.223%, plus: -0.154%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.208%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.117%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.957%, plus: -0.532%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.097%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.029%, plus: -0.030%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.169790e-01
+  - errors:
+    - {label: stat, symerror: +3.368%}
+    - asymerror: {minus: -1.233%, plus: +1.233%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.983%, plus: -0.983%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.024%, plus: -0.024%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.079%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.354%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.062%, plus: +0.044%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.985%, plus: +0.985%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.056%, plus: -0.007%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.223%, plus: +0.309%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.053%, plus: -0.215%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.475%, plus: +3.475%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.284%, plus: -0.376%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.080%, plus: +0.078%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.010%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.016%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.113%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.064%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.072%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.015%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.013%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.216%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.164%, plus: -0.176%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.255%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.409%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.484%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.139%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.485%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.132%, plus: -0.434%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.186%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.287%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.063%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.397%, plus: -0.397%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.171%, plus: +0.171%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.087%, plus: -0.401%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.306%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.208%, plus: +0.055%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.038%, plus: -0.224%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.663%, plus: -0.420%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.146229e-02
+- header: {name: '1/SIG*DSIG/DDR_E2TC (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.125478e-01
+   - value: 3.086364e-01
+   - value: 3.910315e-01
+   - value: 4.505138e-01
+   - value: 4.746969e-01
+   - value: 4.428645e-01
+   - value: 3.803207e-01
+   - value: 3.122991e-01
+   - value: 4.694971e-02
+independent_variables:
+- header: {name: 'DR_E2TC', units: ''}
+  values:
+  - {high: 0.65, low: 0.0}
+  - {high: 1.0, low: 0.65}
+  - {high: 1.25, low: 1.0}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.1, low: 1.85}
+  - {high: 2.35, low: 2.1}
+  - {high: 2.6, low: 2.35}
+  - {high: 6.0, low: 2.6}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table85.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table85.yaml
new file mode 100644
index 0000000000..c6d8a79003
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table85.yaml
@@ -0,0 +1,253 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.314000e-04}
+  - {value: 9.054000e-06}
+  - {value: -6.696000e-05}
+  - {value: 2.637000e-05}
+  - {value: -1.308000e-04}
+  - {value: -9.842000e-05}
+  - {value: -8.980000e-05}
+  - {value: 1.561000e-04}
+  - {value: -9.557000e-06}
+  - {value: 9.054000e-06}
+  - {value: 4.857000e-04}
+  - {value: 1.445000e-04}
+  - {value: 3.504000e-05}
+  - {value: -3.174000e-04}
+  - {value: -5.995000e-05}
+  - {value: -1.987000e-04}
+  - {value: -1.314000e-04}
+  - {value: -8.757000e-06}
+  - {value: -6.696000e-05}
+  - {value: 1.445000e-04}
+  - {value: 1.112000e-03}
+  - {value: -4.093000e-05}
+  - {value: -5.900000e-04}
+  - {value: 1.273000e-04}
+  - {value: -2.593000e-04}
+  - {value: -3.794000e-04}
+  - {value: 9.404000e-06}
+  - {value: 2.637000e-05}
+  - {value: 3.504000e-05}
+  - {value: -4.093000e-05}
+  - {value: 8.247000e-04}
+  - {value: -3.506000e-04}
+  - {value: -2.279000e-04}
+  - {value: -2.240000e-04}
+  - {value: 1.087000e-05}
+  - {value: -1.504000e-05}
+  - {value: -1.308000e-04}
+  - {value: -3.174000e-04}
+  - {value: -5.900000e-04}
+  - {value: -3.506000e-04}
+  - {value: 1.442000e-03}
+  - {value: -9.955000e-05}
+  - {value: 3.559000e-04}
+  - {value: -7.304000e-05}
+  - {value: -8.689000e-06}
+  - {value: -9.842000e-05}
+  - {value: -5.995000e-05}
+  - {value: 1.273000e-04}
+  - {value: -2.279000e-04}
+  - {value: -9.955000e-05}
+  - {value: 9.048000e-04}
+  - {value: -1.150000e-04}
+  - {value: -2.638000e-04}
+  - {value: 5.840000e-06}
+  - {value: -8.980000e-05}
+  - {value: -1.987000e-04}
+  - {value: -2.593000e-04}
+  - {value: -2.240000e-04}
+  - {value: 3.559000e-04}
+  - {value: -1.150000e-04}
+  - {value: 9.074000e-04}
+  - {value: -1.682000e-04}
+  - {value: -8.429000e-07}
+  - {value: 1.561000e-04}
+  - {value: -1.314000e-04}
+  - {value: -3.794000e-04}
+  - {value: 1.087000e-05}
+  - {value: -7.304000e-05}
+  - {value: -2.638000e-04}
+  - {value: -1.682000e-04}
+  - {value: 1.109000e-03}
+  - {value: -3.275000e-05}
+  - {value: -9.557000e-06}
+  - {value: -8.757000e-06}
+  - {value: 9.404000e-06}
+  - {value: -1.504000e-05}
+  - {value: -8.689000e-06}
+  - {value: 5.840000e-06}
+  - {value: -8.429000e-07}
+  - {value: -3.275000e-05}
+  - {value: 6.171000e-06}
+independent_variables:
+- header: {name: 'DR_E2TC'}
+  values:
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+- header: {name: 'DR_E2TC'}
+  values:
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table86.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table86.yaml
new file mode 100644
index 0000000000..fb89655732
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table86.yaml
@@ -0,0 +1,1263 @@
+dependent_variables:
+- header: {name: 'DSIG/DDR_E2TC (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +4.509%}
+    - asymerror: {minus: -3.287%, plus: +3.287%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -8.557%, plus: +8.557%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.309%, plus: +0.173%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.280%, plus: +0.281%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.418%, plus: +0.419%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.081%, plus: -0.081%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.236%, plus: +0.504%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.224%, plus: +1.134%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.458%, plus: -1.192%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.304%, plus: -1.297%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.318%, plus: +1.334%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.516%, plus: +1.516%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.231%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.154%, plus: -3.738%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.281%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.700%, plus: +1.008%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.200%, plus: +5.200%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.851%, plus: +0.853%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.681%, plus: +1.698%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.227%, plus: -0.226%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.146%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.055%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.115%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.075%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.415%, plus: -0.421%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.205%, plus: +0.287%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.059%, plus: -0.060%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.313%, plus: +0.454%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: +0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: +0.028%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.089%, plus: -0.258%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.254%, plus: +0.451%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.268%, plus: +0.092%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.114%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -2.245%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.378%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.652%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.145%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -1.336%, plus: +0.911%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.036%, plus: -0.239%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.587%, plus: -2.989%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.123%, plus: -0.063%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.178%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.182%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.074%, plus: -0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.236%, plus: -2.236%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -11.771%, plus: +11.771%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.320%, plus: +4.943%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.431%, plus: +0.437%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.099%, plus: +0.099%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.802%, plus: +1.310%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.283%, plus: -0.284%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.080%, plus: +0.150%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.419%, plus: -0.042%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.579%, plus: +5.207%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.066%, plus: +0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.369%, plus: +0.369%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.479526e-01
+  - errors:
+    - {label: stat, symerror: +3.614%}
+    - asymerror: {minus: +1.091%, plus: -1.091%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.560%, plus: +4.560%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.300%, plus: +0.344%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.236%, plus: +0.236%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.433%, plus: +0.435%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.484%, plus: +0.720%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -1.469%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -2.544%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.273%, plus: -1.266%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.339%, plus: +1.295%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.191%, plus: +1.191%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.613%, plus: +0.162%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.252%, plus: -5.024%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.687%, plus: +0.416%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.924%, plus: +3.924%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.800%, plus: +0.802%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.962%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.564%, plus: +1.577%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.168%, plus: -0.168%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.015%, plus: +0.128%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.121%, plus: -0.085%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.017%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.030%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.719%, plus: -0.535%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.276%, plus: +0.307%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.855%, plus: +0.979%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.030%, plus: +0.054%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.002%, plus: -0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.668%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.891%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.012%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -2.030%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.944%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.545%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -2.442%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.111%, plus: -1.491%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.675%, plus: -2.855%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.231%, plus: +0.219%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.062%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.403%, plus: -0.345%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.439%, plus: -7.439%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.652%, plus: +10.652%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -6.367%, plus: +4.341%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.284%, plus: +0.284%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.050%, plus: +0.050%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.785%, plus: +1.429%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.338%, plus: -0.338%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.174%, plus: +0.255%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.152%, plus: -0.077%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.353%, plus: -0.197%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -6.262%, plus: +4.326%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.014%, plus: +0.086%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.416%, plus: +0.418%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.873399e-01
+  - errors:
+    - {label: stat, symerror: +3.990%}
+    - asymerror: {minus: -2.493%, plus: +2.493%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.104%, plus: -1.104%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.249%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.306%, plus: +0.306%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.419%, plus: +0.421%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.250%, plus: +0.298%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.309%, plus: -0.437%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.693%, plus: -0.177%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.219%, plus: -1.212%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.321%, plus: +1.287%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.311%, plus: +1.311%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.391%, plus: +0.197%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.111%, plus: -3.670%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.729%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.481%, plus: +0.420%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.360%, plus: +4.360%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.916%, plus: +0.919%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.661%, plus: +1.675%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.184%, plus: -0.184%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.074%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.170%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.022%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.423%, plus: -0.379%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.283%, plus: +0.495%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.044%, plus: +0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.223%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.777%, plus: +0.159%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.819%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.443%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.434%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.308%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.302%, plus: -0.554%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.357%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.377%, plus: -2.496%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.045%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.236%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.280%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.195%, plus: -7.195%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.466%, plus: +12.466%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.945%, plus: +4.688%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.346%, plus: +0.341%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.722%, plus: +1.322%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.396%, plus: -0.395%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.049%, plus: -0.331%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.322%, plus: -0.204%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.553%, plus: +4.555%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.012%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.411%, plus: +0.412%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.981824e-01
+  - errors:
+    - {label: stat, symerror: +3.445%}
+    - asymerror: {minus: -3.503%, plus: +3.503%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.014%, plus: +6.014%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.213%, plus: +0.136%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.280%, plus: +0.280%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.491%, plus: +0.491%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.077%, plus: -0.077%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.513%, plus: +0.440%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.575%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.272%, plus: -1.041%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.108%, plus: -1.102%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.348%, plus: +1.306%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.150%, plus: +1.150%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.028%, plus: +0.005%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.899%, plus: -3.365%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.272%, plus: -0.191%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.031%, plus: +0.585%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.777%, plus: +3.777%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.923%, plus: +0.926%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.458%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.685%, plus: +1.699%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.185%, plus: -0.185%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.008%, plus: +0.023%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.075%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.191%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.359%, plus: -0.631%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.040%, plus: +0.054%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.044%, plus: -0.045%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.742%, plus: +0.462%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.022%, plus: -0.037%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.601%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.777%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.876%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.234%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.753%, plus: +0.479%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.251%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.513%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.699%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.211%, plus: -0.390%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.607%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.602%, plus: -3.674%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.009%, plus: -0.055%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.182%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.037%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.162%, plus: -0.232%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.024%, plus: -7.024%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.690%, plus: +9.690%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.838%, plus: +3.776%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.506%, plus: +0.509%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.036%, plus: +0.036%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.056%, plus: +0.056%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.400%, plus: +1.884%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.430%, plus: -0.429%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.012%, plus: +0.491%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.049%, plus: -0.247%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.332%, plus: +3.708%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.431%, plus: +0.432%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.817257e-01
+  - errors:
+    - {label: stat, symerror: +3.290%}
+    - asymerror: {minus: -1.929%, plus: +1.929%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.013%, plus: -4.013%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.271%, plus: +0.271%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.484%, plus: +0.485%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.106%, plus: -0.106%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.425%, plus: +0.272%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.271%, plus: +0.212%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.036%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.999%, plus: -0.993%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.361%, plus: +1.352%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.139%, plus: +1.139%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.376%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.453%, plus: -3.536%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.125%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.542%, plus: +0.732%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.504%, plus: +3.504%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.906%, plus: +0.909%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.301%, plus: +0.752%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.683%, plus: +1.697%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.193%, plus: -0.193%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.046%, plus: +0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.085%, plus: -0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.126%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.311%, plus: -0.322%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.001%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.736%, plus: +0.671%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.003%, plus: -0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.127%, plus: -0.403%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.283%, plus: +0.441%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.037%, plus: -0.206%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.185%, plus: -0.610%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.108%, plus: -0.494%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.484%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.318%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.223%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.214%, plus: +0.397%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.025%, plus: +0.756%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.627%, plus: -1.551%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.070%, plus: +0.024%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.034%, plus: -0.101%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.116%, plus: -0.305%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.551%, plus: -4.551%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.586%, plus: +3.586%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.723%, plus: +5.008%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.516%, plus: +0.518%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.130%, plus: +0.130%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.956%, plus: +2.613%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.427%, plus: -0.426%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.170%, plus: -0.217%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.058%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.084%, plus: -0.264%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.610%, plus: +5.102%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.032%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.410%, plus: +0.411%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 6.163427e-01
+  - errors:
+    - {label: stat, symerror: +4.030%}
+    - asymerror: {minus: +0.679%, plus: -0.679%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.379%, plus: +1.379%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.200%, plus: +0.004%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.311%, plus: +0.312%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.486%, plus: +0.489%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.089%, plus: -0.089%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.167%, plus: +0.141%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.402%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.016%, plus: -1.085%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.031%, plus: -1.025%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.393%, plus: +1.380%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.314%, plus: +1.314%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.077%, plus: +0.358%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.192%, plus: -2.793%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.530%, plus: +0.497%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.113%, plus: +4.113%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.022%, plus: +1.027%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.910%, plus: +0.070%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.749%, plus: +1.765%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.201%, plus: -0.201%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.049%, plus: -0.049%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.129%, plus: -0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.014%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.080%, plus: -0.312%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.082%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.342%, plus: +0.094%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: +0.014%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.015%, plus: -0.019%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.012%, plus: +0.037%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.804%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.838%, plus: +0.393%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.538%, plus: +0.451%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.833%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.287%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.458%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.172%, plus: -0.668%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.381%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.854%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.233%, plus: -0.318%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.027%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.030%, plus: -0.151%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.301%, plus: -5.301%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.131%, plus: +9.131%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.627%, plus: +3.103%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.012%, plus: +0.012%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.426%, plus: +0.428%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.113%, plus: +0.113%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.107%, plus: +1.034%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.410%, plus: -0.409%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.356%, plus: -0.318%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.054%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.185%, plus: -0.238%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.629%, plus: +3.247%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.062%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.384%, plus: +0.384%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.197063e-01
+  - errors:
+    - {label: stat, symerror: +4.951%}
+    - asymerror: {minus: -4.572%, plus: +4.572%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.671%, plus: +2.671%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.032%, plus: +0.372%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.314%, plus: +0.315%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.471%, plus: +0.473%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.230%, plus: +0.746%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.299%, plus: -0.797%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.046%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.020%, plus: -1.014%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.368%, plus: +1.339%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.456%, plus: +1.456%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.250%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.843%, plus: -3.402%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.631%, plus: -0.018%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.652%, plus: +1.359%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.766%, plus: +4.766%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.018%, plus: +1.024%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.512%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.817%, plus: +1.835%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.214%, plus: -0.214%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.040%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.174%, plus: -0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.015%, plus: +0.280%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.704%, plus: -0.137%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.313%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.242%, plus: +0.841%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.022%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.682%, plus: +0.011%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.248%, plus: +0.242%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.660%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.927%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.107%, plus: -1.478%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.263%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.337%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.103%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.464%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.376%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.039%, plus: -1.491%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.331%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.016%, plus: +0.172%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.499%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.286%, plus: -4.286%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.538%, plus: +4.538%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.582%, plus: +5.197%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.299%, plus: +0.299%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.257%, plus: +2.193%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.440%, plus: -0.439%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.361%, plus: -0.195%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.387%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.957%, plus: +5.127%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.100%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.395%, plus: +0.396%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.924593e-01
+  - errors:
+    - {label: stat, symerror: +4.692%}
+    - asymerror: {minus: -2.701%, plus: +2.701%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -9.610%, plus: +9.610%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.336%, plus: +0.336%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.497%, plus: +0.498%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.137%, plus: -0.137%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.303%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.401%, plus: +0.598%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.494%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.901%, plus: -0.895%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.418%, plus: +1.354%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.594%, plus: +1.594%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.198%, plus: -3.488%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.533%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.009%, plus: +0.983%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.785%, plus: +4.785%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.056%, plus: +1.059%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -1.117%, plus: +0.694%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.758%, plus: +1.773%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.199%, plus: -0.199%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.081%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.052%, plus: -0.156%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.020%, plus: -0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.109%, plus: +0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.032%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.201%, plus: +0.053%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.042%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.004%, plus: +0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.389%, plus: +0.071%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.450%, plus: -1.092%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.575%, plus: +0.654%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.355%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.807%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.817%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.842%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.482%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.837%, plus: -0.557%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.530%, plus: -0.673%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.251%, plus: -2.859%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.139%, plus: +0.069%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.032%, plus: -0.175%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.083%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.055%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.487%, plus: +0.487%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.277%, plus: +9.277%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.937%, plus: +3.143%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.429%, plus: +0.431%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.043%, plus: +0.043%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.092%, plus: +0.092%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.614%, plus: +2.082%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.435%, plus: -0.434%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.303%, plus: -0.174%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.174%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.110%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.356%, plus: +3.715%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.362%, plus: +0.363%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.836290e-01
+  - errors:
+    - {label: stat, symerror: +3.586%}
+    - asymerror: {minus: -3.505%, plus: +3.505%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.666%, plus: +1.666%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.152%, plus: +0.276%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.260%, plus: +0.261%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.481%, plus: +0.482%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.103%, plus: -0.103%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.410%, plus: +0.283%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.182%, plus: -0.005%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.238%, plus: -0.733%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.069%, plus: -1.064%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.431%, plus: +1.384%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.054%, plus: +1.054%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.084%, plus: +0.089%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.222%, plus: -3.261%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.180%, plus: -0.323%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.579%, plus: +0.927%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.746%, plus: +3.746%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.043%, plus: +1.049%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.081%, plus: -0.130%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.789%, plus: +1.806%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.227%, plus: -0.227%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.061%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.077%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.366%, plus: -0.511%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.153%, plus: +0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.540%, plus: +0.438%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.009%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.366%, plus: +0.116%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.527%, plus: +0.093%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.289%, plus: +0.164%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.158%, plus: -0.301%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.408%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.132%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.365%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.117%, plus: -0.893%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.828%, plus: -2.175%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.305%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.090%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.392%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.475%, plus: -5.475%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.809%, plus: +8.809%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.022%, plus: +3.781%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.428%, plus: +0.430%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.112%, plus: +0.112%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.846%, plus: +1.405%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.406%, plus: -0.405%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.128%, plus: +0.035%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.146%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.264%, plus: -0.421%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.637%, plus: +3.832%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.030%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.341%, plus: +0.341%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.018041e-02
+- header: {name: 'DSIG/DDR_E2TC (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.280230e-01
+   - value: 3.510735e-01
+   - value: 4.447978e-01
+   - value: 5.124588e-01
+   - value: 5.399671e-01
+   - value: 5.037578e-01
+   - value: 4.326143e-01
+   - value: 3.552399e-01
+   - value: 5.340523e-02
+independent_variables:
+- header: {name: 'DR_E2TC', units: ''}
+  values:
+  - {high: 0.65, low: 0.0}
+  - {high: 1.0, low: 0.65}
+  - {high: 1.25, low: 1.0}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.1, low: 1.85}
+  - {high: 2.35, low: 2.1}
+  - {high: 2.6, low: 2.35}
+  - {high: 6.0, low: 2.6}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table87.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table87.yaml
new file mode 100644
index 0000000000..d7fbe2dc85
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table87.yaml
@@ -0,0 +1,253 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 7.575000e-04}
+  - {value: 1.501000e-03}
+  - {value: 1.761000e-03}
+  - {value: 2.171000e-03}
+  - {value: 1.424000e-03}
+  - {value: 1.392000e-03}
+  - {value: 1.049000e-03}
+  - {value: 1.462000e-03}
+  - {value: 1.480000e-04}
+  - {value: 1.501000e-03}
+  - {value: 4.542000e-03}
+  - {value: 5.014000e-03}
+  - {value: 5.596000e-03}
+  - {value: 3.804000e-03}
+  - {value: 3.930000e-03}
+  - {value: 2.796000e-03}
+  - {value: 3.079000e-03}
+  - {value: 4.093000e-04}
+  - {value: 1.761000e-03}
+  - {value: 5.014000e-03}
+  - {value: 7.550000e-03}
+  - {value: 6.835000e-03}
+  - {value: 4.295000e-03}
+  - {value: 5.073000e-03}
+  - {value: 3.378000e-03}
+  - {value: 3.490000e-03}
+  - {value: 5.298000e-04}
+  - {value: 2.171000e-03}
+  - {value: 5.596000e-03}
+  - {value: 6.835000e-03}
+  - {value: 9.104000e-03}
+  - {value: 5.371000e-03}
+  - {value: 5.313000e-03}
+  - {value: 3.975000e-03}
+  - {value: 4.627000e-03}
+  - {value: 5.738000e-04}
+  - {value: 1.424000e-03}
+  - {value: 3.804000e-03}
+  - {value: 4.295000e-03}
+  - {value: 5.371000e-03}
+  - {value: 5.284000e-03}
+  - {value: 3.468000e-03}
+  - {value: 3.125000e-03}
+  - {value: 3.087000e-03}
+  - {value: 3.876000e-04}
+  - {value: 1.392000e-03}
+  - {value: 3.930000e-03}
+  - {value: 5.073000e-03}
+  - {value: 5.313000e-03}
+  - {value: 3.468000e-03}
+  - {value: 4.989000e-03}
+  - {value: 2.601000e-03}
+  - {value: 2.797000e-03}
+  - {value: 4.095000e-04}
+  - {value: 1.049000e-03}
+  - {value: 2.796000e-03}
+  - {value: 3.378000e-03}
+  - {value: 3.975000e-03}
+  - {value: 3.125000e-03}
+  - {value: 2.601000e-03}
+  - {value: 3.330000e-03}
+  - {value: 2.158000e-03}
+  - {value: 3.001000e-04}
+  - {value: 1.462000e-03}
+  - {value: 3.079000e-03}
+  - {value: 3.490000e-03}
+  - {value: 4.627000e-03}
+  - {value: 3.087000e-03}
+  - {value: 2.797000e-03}
+  - {value: 2.158000e-03}
+  - {value: 4.194000e-03}
+  - {value: 2.928000e-04}
+  - {value: 1.480000e-04}
+  - {value: 4.093000e-04}
+  - {value: 5.298000e-04}
+  - {value: 5.738000e-04}
+  - {value: 3.876000e-04}
+  - {value: 4.095000e-04}
+  - {value: 3.001000e-04}
+  - {value: 2.928000e-04}
+  - {value: 5.188000e-05}
+independent_variables:
+- header: {name: 'DR_E2TC'}
+  values:
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+  - {high: 6.00, low: 2.60}
+- header: {name: 'DR_E2TC'}
+  values:
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
+  - {high: 0.65, low: 0.00}
+  - {high: 1.00, low: 0.65}
+  - {high: 1.25, low: 1.00}
+  - {high: 1.55, low: 1.25}
+  - {high: 1.85, low: 1.55}
+  - {high: 2.10, low: 1.85}
+  - {high: 2.35, low: 2.10}
+  - {high: 2.60, low: 2.35}
+  - {high: 6.00, low: 2.60}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table88.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table88.yaml
new file mode 100644
index 0000000000..826b923323
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table88.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DDR_E3TC (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.570%}
+    - asymerror: {minus: -4.682%, plus: +4.682%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +6.270%, plus: -6.270%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.229%, plus: +0.316%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.268%, plus: -0.246%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.554%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.406%, plus: +0.726%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.305%, plus: -0.313%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.067%, plus: -0.058%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.494%, plus: +1.494%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.324%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.279%, plus: -0.467%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.105%, plus: -0.088%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.112%, plus: +7.112%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.004%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.832%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.030%, plus: -0.029%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.049%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.175%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.096%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.097%, plus: +0.234%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.029%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.388%, plus: -0.173%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.007%, plus: -0.048%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.376%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.069%, plus: -0.114%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.302%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.566%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +2.347%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.761%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.851%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.247%, plus: +0.112%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.281%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.353%, plus: -5.415%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.058%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.137%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.030%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.153%, plus: +2.153%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.859%, plus: -2.859%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.587%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.063%, plus: +0.065%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.025%, plus: +0.025%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.838%, plus: -0.256%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.109%, plus: +0.109%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.122%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.085%, plus: -0.026%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.151%, plus: +0.323%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.403691e-01
+  - errors:
+    - {label: stat, symerror: +5.014%}
+    - asymerror: {minus: +2.390%, plus: -2.390%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.711%, plus: +1.711%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.135%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.008%, plus: +0.007%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.143%, plus: -0.014%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.386%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.263%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.165%, plus: -0.169%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.088%, plus: -0.079%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.448%, plus: +1.448%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.765%, plus: +1.205%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.137%, plus: -0.122%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.762%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.338%, plus: +6.338%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.547%, plus: -0.914%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.087%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.039%, plus: -0.088%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.204%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.009%, plus: -0.100%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.250%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.210%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.360%, plus: -0.159%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.004%, plus: -0.017%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.030%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.075%, plus: -0.421%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.031%, plus: +0.234%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.850%, plus: +0.106%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.243%, plus: +0.455%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.299%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.490%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.775%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.497%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.291%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +3.295%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.088%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.233%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.052%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.346%, plus: +0.346%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -4.856%, plus: +4.856%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.391%, plus: -0.941%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.016%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.056%, plus: -0.055%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.363%, plus: -0.482%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.032%, plus: +0.032%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.241%, plus: +0.239%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.282%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.163%, plus: +0.437%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.778%, plus: -1.028%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.034%, plus: +0.034%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.828568e-01
+  - errors:
+    - {label: stat, symerror: +4.016%}
+    - asymerror: {minus: -0.336%, plus: +0.336%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.803%, plus: +1.803%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.035%, plus: +0.036%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.059%, plus: +0.057%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.295%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.820%, plus: -1.014%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.740%, plus: -0.841%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.034%, plus: -0.022%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.221%, plus: +1.221%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.388%, plus: +0.138%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.400%, plus: -0.825%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.287%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.267%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.137%, plus: +5.137%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.266%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.046%, plus: +0.066%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.131%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.200%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.048%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.100%, plus: +0.233%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.073%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.007%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +1.335%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.686%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.118%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.318%, plus: -0.889%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.551%, plus: -0.317%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.185%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.446%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.537%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.199%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.645%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.559%, plus: -0.627%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.110%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.156%, plus: +0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.069%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.295%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.402%, plus: -3.402%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.617%, plus: +1.617%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -1.379%, plus: +0.849%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.026%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.021%, plus: -0.021%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.268%, plus: +0.350%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.187%, plus: -0.207%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.004%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.431%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -1.113%, plus: +1.381%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.038%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.912792e-01
+  - errors:
+    - {label: stat, symerror: +4.118%}
+    - asymerror: {minus: +0.656%, plus: -0.656%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.505%, plus: +2.505%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.296%, plus: -0.150%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.004%, plus: +0.003%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.004%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.218%, plus: -0.109%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.229%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.313%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.153%, plus: +0.157%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.051%, plus: +0.055%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.299%, plus: +1.299%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.051%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.451%, plus: -0.481%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.179%, plus: +0.583%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.664%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.262%, plus: +5.262%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.217%, plus: +1.114%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.093%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.251%, plus: -0.237%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.209%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.023%, plus: +0.465%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.048%, plus: -0.155%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.343%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.001%, plus: +0.040%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.650%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.044%, plus: +0.640%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.149%, plus: -0.735%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.029%, plus: -0.441%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.800%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.033%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.560%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.470%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.230%, plus: +0.371%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.570%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.322%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.010%, plus: -0.015%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.510%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.043%, plus: +0.685%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.206%, plus: +1.206%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.434%, plus: +1.434%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.421%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.576%, plus: -0.019%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.035%, plus: -0.035%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.250%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.267%, plus: +0.371%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.124%, plus: -0.181%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.184%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.076%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.341706e-01
+  - errors:
+    - {label: stat, symerror: +4.110%}
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +1.323%, plus: -1.323%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.193%, plus: +0.089%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.024%, plus: +0.025%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.010%, plus: +0.012%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.461%, plus: +0.017%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.105%, plus: +0.084%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.532%, plus: +0.897%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.079%, plus: +0.081%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.010%, plus: +0.006%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.117%, plus: +1.117%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.295%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.412%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.451%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.474%, plus: +0.054%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.843%, plus: +4.843%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.866%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.066%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.178%, plus: +0.036%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.050%, plus: -0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.580%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.154%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.016%, plus: +0.017%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.601%, plus: +0.057%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.542%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.196%, plus: -0.504%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.574%, plus: -0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.441%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.394%, plus: +0.141%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.472%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.256%, plus: -0.490%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.317%, plus: +2.265%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.157%, plus: +0.005%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.151%, plus: -0.427%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.795%, plus: +0.795%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.539%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.007%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.678%, plus: +0.192%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.046%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.376%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.195%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.271%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.717%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.036%, plus: +0.034%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.490633e-01
+  - errors:
+    - {label: stat, symerror: +6.401%}
+    - asymerror: {minus: -1.819%, plus: +1.819%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.689%, plus: -4.689%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.162%, plus: -0.305%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.084%, plus: -0.085%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.272%, plus: -0.583%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.135%, plus: -1.322%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.122%, plus: +0.126%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.769%, plus: +1.769%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.003%, plus: +0.322%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.248%, plus: +0.494%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.165%, plus: -0.146%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.126%, plus: -0.123%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.598%, plus: +7.598%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.078%, plus: +0.076%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.539%, plus: +0.273%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.037%, plus: +0.036%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.101%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.112%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.126%, plus: -0.171%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.050%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.213%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.162%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.166%, plus: -0.311%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.043%, plus: -0.035%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.030%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.598%, plus: -0.509%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.312%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.587%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.329%, plus: +0.091%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.540%, plus: -2.672%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.711%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.380%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.849%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.522%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.500%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -3.343%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.006%, plus: +0.155%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.192%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.104%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.364%, plus: +0.111%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.121%, plus: -2.121%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +6.004%, plus: -6.004%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.624%, plus: -0.279%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.012%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.167%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.252%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.210%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.256%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.179%, plus: -0.145%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.067%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.053%, plus: -0.053%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.025206e-01
+  - errors:
+    - {label: stat, symerror: +10.427%}
+    - asymerror: {minus: +6.662%, plus: -6.662%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -10.383%, plus: +10.383%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.034%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.037%, plus: -0.035%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.144%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -2.157%, plus: +2.458%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.789%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.019%, plus: -0.020%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.140%, plus: +0.151%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.395%, plus: +2.395%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +1.287%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +1.706%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.274%, plus: +0.729%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.660%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -11.582%, plus: +11.582%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.077%, plus: +0.077%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.036%, plus: -0.513%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.107%, plus: +0.106%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.325%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.384%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.420%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.193%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.471%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.027%, plus: +0.028%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.101%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.001%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.583%, plus: +1.375%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +2.190%, plus: -1.330%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -2.597%, plus: +2.544%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.798%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.353%, plus: +0.314%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.587%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +1.325%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.179%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.420%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.481%, plus: -1.052%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.539%, plus: +0.129%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.148%, plus: -0.115%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.381%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.361%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.919%, plus: +1.919%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +1.297%, plus: -1.297%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +1.517%, plus: -0.319%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.067%, plus: -0.066%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.191%, plus: +0.191%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.886%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.803%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.523%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +1.425%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.158%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.025%, plus: -0.024%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.507811e-02
+- header: {name: '1/SIG*DSIG/DDR_E3TC (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.491082e-01
+   - value: 3.631391e-01
+   - value: 4.452249e-01
+   - value: 4.681936e-01
+   - value: 3.740947e-01
+   - value: 2.187606e-01
+   - value: 3.375170e-02
+independent_variables:
+- header: {name: 'DR_E3TC', units: ''}
+  values:
+  - {high: 0.84, low: 0.0}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.0, low: 3.06}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table89.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table89.yaml
new file mode 100644
index 0000000000..34bb7822b9
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table89.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.636000e-04}
+  - {value: -1.660000e-04}
+  - {value: -1.670000e-04}
+  - {value: -1.626000e-04}
+  - {value: -1.215000e-04}
+  - {value: 4.260000e-05}
+  - {value: 6.100000e-06}
+  - {value: -1.660000e-04}
+  - {value: 1.513000e-03}
+  - {value: -6.192000e-08}
+  - {value: -3.253000e-05}
+  - {value: -1.188000e-04}
+  - {value: -4.279000e-04}
+  - {value: -2.833000e-05}
+  - {value: -1.670000e-04}
+  - {value: -6.192000e-08}
+  - {value: 1.387000e-03}
+  - {value: -2.521000e-04}
+  - {value: -2.576000e-04}
+  - {value: -1.640000e-04}
+  - {value: -3.286000e-05}
+  - {value: -1.626000e-04}
+  - {value: -3.253000e-05}
+  - {value: -2.521000e-04}
+  - {value: 1.502000e-03}
+  - {value: -1.826000e-04}
+  - {value: -2.814000e-04}
+  - {value: -1.881000e-05}
+  - {value: -1.215000e-04}
+  - {value: -1.188000e-04}
+  - {value: -2.576000e-04}
+  - {value: -1.826000e-04}
+  - {value: 7.047000e-04}
+  - {value: -1.130000e-04}
+  - {value: -4.065000e-05}
+  - {value: 4.260000e-05}
+  - {value: -4.279000e-04}
+  - {value: -1.640000e-04}
+  - {value: -2.814000e-04}
+  - {value: -1.130000e-04}
+  - {value: 6.735000e-04}
+  - {value: -8.193000e-07}
+  - {value: 6.100000e-06}
+  - {value: -2.833000e-05}
+  - {value: -3.286000e-05}
+  - {value: -1.881000e-05}
+  - {value: -4.065000e-05}
+  - {value: -8.193000e-07}
+  - {value: 2.569000e-05}
+independent_variables:
+- header: {name: 'DR_E3TC'}
+  values:
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+- header: {name: 'DR_E3TC'}
+  values:
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table9.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table9.yaml
new file mode 100644
index 0000000000..f70d574eaa
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table9.yaml
@@ -0,0 +1,253 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: '1/GeV$^2$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 5.525000e-09}
+  - {value: -1.500000e-09}
+  - {value: -4.022000e-09}
+  - {value: -2.708000e-09}
+  - {value: -1.726000e-09}
+  - {value: -9.085000e-10}
+  - {value: -1.414000e-09}
+  - {value: -3.466000e-10}
+  - {value: -4.417000e-11}
+  - {value: -1.500000e-09}
+  - {value: 8.511000e-09}
+  - {value: 1.877000e-10}
+  - {value: -9.971000e-10}
+  - {value: -1.002000e-09}
+  - {value: -7.585000e-10}
+  - {value: -1.201000e-09}
+  - {value: -2.155000e-10}
+  - {value: 1.436000e-11}
+  - {value: -4.022000e-09}
+  - {value: 1.877000e-10}
+  - {value: 6.899000e-09}
+  - {value: 1.685000e-09}
+  - {value: 2.074000e-10}
+  - {value: 2.114000e-10}
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+  - {value: 3.291000e-11}
+  - {value: 3.525000e-11}
+  - {value: -2.708000e-09}
+  - {value: -9.971000e-10}
+  - {value: 1.685000e-09}
+  - {value: 4.047000e-09}
+  - {value: 9.652000e-10}
+  - {value: 5.380000e-11}
+  - {value: 6.444000e-10}
+  - {value: 9.140000e-11}
+  - {value: 1.570000e-11}
+  - {value: -1.726000e-09}
+  - {value: -1.002000e-09}
+  - {value: 2.074000e-10}
+  - {value: 9.652000e-10}
+  - {value: 2.389000e-09}
+  - {value: 6.469000e-10}
+  - {value: 4.814000e-10}
+  - {value: 2.314000e-10}
+  - {value: 2.873000e-12}
+  - {value: -9.085000e-10}
+  - {value: -7.585000e-10}
+  - {value: 2.114000e-10}
+  - {value: 5.380000e-11}
+  - {value: 6.469000e-10}
+  - {value: 1.353000e-09}
+  - {value: 3.879000e-10}
+  - {value: 1.290000e-10}
+  - {value: 5.685000e-13}
+  - {value: -1.414000e-09}
+  - {value: -1.201000e-09}
+  - {value: 5.138000e-10}
+  - {value: 6.444000e-10}
+  - {value: 4.814000e-10}
+  - {value: 3.879000e-10}
+  - {value: 2.075000e-09}
+  - {value: -6.079000e-11}
+  - {value: 1.686000e-11}
+  - {value: -3.466000e-10}
+  - {value: -2.155000e-10}
+  - {value: 3.291000e-11}
+  - {value: 9.140000e-11}
+  - {value: 2.314000e-10}
+  - {value: 1.290000e-10}
+  - {value: -6.079000e-11}
+  - {value: 2.917000e-10}
+  - {value: -6.516000e-12}
+  - {value: -4.417000e-11}
+  - {value: 1.436000e-11}
+  - {value: 3.525000e-11}
+  - {value: 1.570000e-11}
+  - {value: 2.873000e-12}
+  - {value: 5.685000e-13}
+  - {value: 1.686000e-11}
+  - {value: -6.516000e-12}
+  - {value: 2.162000e-12}
+independent_variables:
+- header: {name: 'TT_M', units: 'GeV' }
+  values:
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+  - {high: 3000.00, low: 1288.00}
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+  - {high: 3000.00, low: 1288.00}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 3000.00, low: 1288.00}
+- header: {name: 'TT_M', units: 'GeV' }
+  values:
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+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
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+  - {high: 3000.00, low: 1288.00}
+  - {high: 539.00, low: 325.00}
+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
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+  - {high: 3000.00, low: 1288.00}
+  - {high: 539.00, low: 325.00}
+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
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+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
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+  - {high: 1288.00, low: 1047.25}
+  - {high: 3000.00, low: 1288.00}
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+  - {high: 699.50, low: 619.25}
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+  - {high: 860.00, low: 779.75}
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+  - {high: 3000.00, low: 1288.00}
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+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 539.00, low: 325.00}
+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 539.00, low: 325.00}
+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 3000.00, low: 1288.00}
+  - {high: 539.00, low: 325.00}
+  - {high: 619.25, low: 539.00}
+  - {high: 699.50, low: 619.25}
+  - {high: 779.75, low: 699.50}
+  - {high: 860.00, low: 779.75}
+  - {high: 940.25, low: 860.00}
+  - {high: 1047.25, low: 940.25}
+  - {high: 1288.00, low: 1047.25}
+  - {high: 3000.00, low: 1288.00}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table90.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table90.yaml
new file mode 100644
index 0000000000..eac0ee650e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table90.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: 'DSIG/DDR_E3TC (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +5.825%}
+    - asymerror: {minus: -6.409%, plus: +6.409%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +4.913%, plus: -4.913%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.424%, plus: +0.470%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.282%, plus: +0.283%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.458%, plus: +0.460%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.056%, plus: -0.056%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.178%, plus: +0.263%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.578%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.697%, plus: -1.690%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.412%, plus: +1.394%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.554%, plus: +1.554%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.981%, plus: -3.893%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.376%, plus: -0.533%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.619%, plus: +0.641%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.479%, plus: +7.479%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.951%, plus: +0.955%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +1.086%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.603%, plus: +1.618%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.190%, plus: -0.190%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.107%, plus: +0.110%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.096%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.211%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.509%, plus: -0.303%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.232%, plus: +0.400%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.074%, plus: -0.075%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.302%, plus: +0.553%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.057%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.303%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.002%, plus: -0.185%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.764%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.377%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.990%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.066%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.049%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.765%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.254%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.109%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.334%, plus: -8.932%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.063%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.201%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.176%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.168%, plus: -0.220%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.416%, plus: +0.416%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.385%, plus: +7.385%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.094%, plus: +5.503%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.039%, plus: +0.039%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.519%, plus: +0.522%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.068%, plus: +0.068%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.068%, plus: +0.068%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.210%, plus: +1.831%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.247%, plus: -0.247%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.087%, plus: +0.029%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.052%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.511%, plus: +4.951%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.305%, plus: +0.305%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.208577e-02
+  - errors:
+    - {label: stat, symerror: +5.246%}
+    - asymerror: {minus: +0.779%, plus: -0.779%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.183%, plus: +3.183%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.176%, plus: +0.288%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.237%, plus: +0.237%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.484%, plus: +0.485%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.055%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.303%, plus: +0.496%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.340%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.536%, plus: -0.747%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.555%, plus: -1.547%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.390%, plus: +1.372%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.510%, plus: +1.510%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.205%, plus: +0.035%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.137%, plus: -2.814%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.233%, plus: -0.188%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.523%, plus: +1.496%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.589%, plus: +6.589%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.893%, plus: +0.895%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.365%, plus: -0.496%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.547%, plus: +1.560%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.160%, plus: -0.160%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.060%, plus: -0.060%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.033%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.102%, plus: -0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.239%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.709%, plus: -0.273%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.283%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.073%, plus: -0.073%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.329%, plus: +0.567%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.027%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.040%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.041%, plus: -0.493%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.098%, plus: +0.163%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.475%, plus: +0.079%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.672%, plus: +0.430%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.184%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.237%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.415%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.033%, plus: -0.546%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.232%, plus: -0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.360%, plus: -1.360%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -15.914%, plus: +15.914%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.112%, plus: +3.901%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.027%, plus: +0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.401%, plus: +0.402%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.676%, plus: +1.601%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.324%, plus: -0.324%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.269%, plus: +0.390%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.250%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.841%, plus: +3.664%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.075%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.375%, plus: +0.376%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.238890e-01
+  - errors:
+    - {label: stat, symerror: +4.287%}
+    - asymerror: {minus: -1.991%, plus: +1.991%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.276%, plus: +3.276%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.232%, plus: +0.049%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.335%, plus: +0.336%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.535%, plus: +0.535%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.080%, plus: -0.080%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.370%, plus: +0.807%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.868%, plus: -0.990%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +1.014%, plus: -1.612%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.381%, plus: -1.374%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.444%, plus: +1.430%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.302%, plus: +1.302%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.531%, plus: +0.189%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.348%, plus: -4.763%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.221%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.845%, plus: +0.460%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.405%, plus: +5.405%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.916%, plus: +0.919%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.690%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.617%, plus: +1.630%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.179%, plus: -0.179%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.054%, plus: -0.054%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.108%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.017%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.658%, plus: -0.356%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.182%, plus: +0.147%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.058%, plus: -0.058%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.786%, plus: +0.962%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.063%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.005%, plus: -0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +1.301%, plus: -0.009%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.004%, plus: +0.615%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.481%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.914%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.313%, plus: -0.665%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.484%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.450%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.076%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.472%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.544%, plus: -4.322%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.105%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.219%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.116%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.138%, plus: -0.515%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +5.044%, plus: -5.044%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.333%, plus: +12.333%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -5.803%, plus: +5.778%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.482%, plus: +0.485%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.034%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.293%, plus: +2.451%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.350%, plus: -0.349%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.158%, plus: -0.056%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.037%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.770%, plus: -0.149%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -5.644%, plus: +6.188%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.039%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.360%, plus: +0.361%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.872929e-01
+  - errors:
+    - {label: stat, symerror: +4.332%}
+    - asymerror: {minus: -0.983%, plus: +0.983%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.989%, plus: +3.989%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.101%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.303%, plus: +0.304%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.479%, plus: +0.482%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.228%, plus: +0.401%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.276%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.586%, plus: -0.760%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.233%, plus: -1.226%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.527%, plus: +1.508%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.374%, plus: +1.374%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.093%, plus: +0.095%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.401%, plus: -4.433%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.083%, plus: +0.517%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.064%, plus: +0.790%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.426%, plus: +5.426%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.908%, plus: +0.911%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.398%, plus: +1.541%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.592%, plus: +1.605%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.167%, plus: -0.167%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.043%, plus: -0.043%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.087%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.215%, plus: -0.218%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.223%, plus: +0.077%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.435%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.087%, plus: +0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.039%, plus: -0.039%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.347%, plus: +0.934%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.008%, plus: +0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.026%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.683%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -1.110%, plus: +0.569%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.762%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.466%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.035%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.681%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.545%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.556%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.237%, plus: +0.246%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.509%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.727%, plus: -2.445%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.015%, plus: -0.046%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.446%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.463%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.514%, plus: -0.514%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -12.131%, plus: +12.131%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.367%, plus: +5.329%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.466%, plus: +0.468%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.057%, plus: +0.057%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.466%, plus: +2.074%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.391%, plus: -0.391%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.227%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.299%, plus: +0.379%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.462%, plus: -0.490%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.520%, plus: +4.934%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.087%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.350%, plus: +0.351%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.123751e-01
+  - errors:
+    - {label: stat, symerror: +4.439%}
+    - asymerror: {minus: -1.588%, plus: +1.588%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.105%, plus: +0.105%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.388%, plus: +0.242%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.324%, plus: +0.325%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.487%, plus: +0.490%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.090%, plus: -0.090%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.904%, plus: +0.528%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.059%, plus: +0.108%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.262%, plus: +0.113%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.307%, plus: -1.301%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.487%, plus: +1.459%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.208%, plus: +1.208%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.391%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.668%, plus: -4.366%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.517%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.193%, plus: +0.784%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.205%, plus: +5.205%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.966%, plus: +0.970%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.647%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.687%, plus: +1.703%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.194%, plus: -0.194%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.044%, plus: -0.044%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.124%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.072%, plus: -0.082%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.213%, plus: +0.055%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.036%, plus: -0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.314%, plus: -1.070%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.288%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.029%, plus: -0.030%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -1.284%, plus: +0.784%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.020%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.005%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.575%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.129%, plus: -0.574%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.060%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.869%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.630%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.875%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.497%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.596%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.317%, plus: -0.661%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.651%, plus: -1.537%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.052%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.220%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.009%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.349%, plus: -0.647%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.919%, plus: -0.919%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.584%, plus: +10.584%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.684%, plus: +4.322%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.449%, plus: +0.447%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.101%, plus: +0.101%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.695%, plus: +2.289%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.402%, plus: -0.401%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.013%, plus: +0.528%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.188%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.121%, plus: -0.579%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.719%, plus: +3.991%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.071%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.354%, plus: +0.354%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.041271e-01
+  - errors:
+    - {label: stat, symerror: +6.594%}
+    - asymerror: {minus: -3.499%, plus: +3.499%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.310%, plus: -3.310%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.152%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.294%, plus: +0.294%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.392%, plus: +0.393%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.092%, plus: -0.092%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.378%, plus: +0.557%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.319%, plus: -0.559%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.407%, plus: -2.089%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.264%, plus: -1.257%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.520%, plus: +1.452%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.827%, plus: +1.827%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.146%, plus: +0.374%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.675%, plus: -3.497%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.261%, plus: -0.212%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.598%, plus: +0.605%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.806%, plus: +7.806%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.024%, plus: +1.027%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.719%, plus: +0.696%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.670%, plus: +1.684%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.199%, plus: -0.199%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.037%, plus: -0.037%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.043%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.127%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.090%, plus: -0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.064%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.243%, plus: -0.563%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.200%, plus: +0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.522%, plus: +0.414%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.035%, plus: -0.045%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.009%, plus: -0.040%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.564%, plus: -0.581%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.382%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.213%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.758%, plus: +0.066%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.302%, plus: -3.012%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.348%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -4.329%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.647%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.328%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.488%, plus: -6.937%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.001%, plus: +0.125%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.196%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.150%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.785%, plus: -3.785%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -3.909%, plus: +3.909%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.890%, plus: +4.595%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.444%, plus: +0.446%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.046%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.150%, plus: +0.150%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.867%, plus: +2.171%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.367%, plus: -0.366%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.280%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.242%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.207%, plus: -0.564%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.411%, plus: +4.590%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.288%, plus: +0.288%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.184311e-01
+  - errors:
+    - {label: stat, symerror: +10.627%}
+    - asymerror: {minus: +5.121%, plus: -5.121%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -11.980%, plus: +11.980%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.033%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.266%, plus: +0.267%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.440%, plus: +0.442%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.103%, plus: -0.103%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.435%, plus: +0.366%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -2.111%, plus: +2.483%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.008%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.406%, plus: -1.401%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.615%, plus: +1.606%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -2.451%, plus: +2.451%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +1.141%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +4.378%, plus: -2.333%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.178%, plus: +0.663%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -1.180%, plus: +0.064%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -11.879%, plus: +11.879%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.024%, plus: +1.028%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.738%, plus: +1.755%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.215%, plus: -0.215%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.046%, plus: -0.046%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.267%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.447%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.438%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.305%, plus: -0.617%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.477%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.825%, plus: +0.526%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.002%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.616%, plus: +1.302%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +2.122%, plus: -1.399%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -3.211%, plus: +2.516%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +1.772%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.589%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.105%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.698%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.000%, plus: +0.093%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +1.379%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.543%, plus: -1.222%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.424%, plus: -3.595%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.153%, plus: -0.146%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.317%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.536%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -0.186%, plus: +0.186%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.112%, plus: +9.112%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.037%, plus: +4.552%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.390%, plus: +0.391%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.291%, plus: +0.291%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.899%, plus: +1.756%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.370%, plus: -0.369%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.653%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.490%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.462%, plus: -0.274%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.223%, plus: +4.941%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.195%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.317%, plus: +0.317%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.466531e-02
+- header: {name: 'DSIG/DDR_E3TC (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 8.142542e-02
+   - value: 1.983040e-01
+   - value: 2.431297e-01
+   - value: 2.556725e-01
+   - value: 2.042867e-01
+   - value: 1.194614e-01
+   - value: 1.843123e-02
+independent_variables:
+- header: {name: 'DR_E3TC', units: ''}
+  values:
+  - {high: 0.84, low: 0.0}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.0, low: 3.06}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table91.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table91.yaml
new file mode 100644
index 0000000000..a091c81512
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table91.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 2.107000e-04}
+  - {value: 3.740000e-04}
+  - {value: 4.924000e-04}
+  - {value: 4.796000e-04}
+  - {value: 2.683000e-04}
+  - {value: 1.464000e-04}
+  - {value: 2.837000e-05}
+  - {value: 3.740000e-04}
+  - {value: 1.896000e-03}
+  - {value: 1.780000e-03}
+  - {value: 1.765000e-03}
+  - {value: 1.007000e-03}
+  - {value: 3.524000e-04}
+  - {value: 7.846000e-05}
+  - {value: 4.924000e-04}
+  - {value: 1.780000e-03}
+  - {value: 2.730000e-03}
+  - {value: 2.191000e-03}
+  - {value: 1.248000e-03}
+  - {value: 5.732000e-04}
+  - {value: 1.017000e-04}
+  - {value: 4.796000e-04}
+  - {value: 1.765000e-03}
+  - {value: 2.191000e-03}
+  - {value: 2.738000e-03}
+  - {value: 1.244000e-03}
+  - {value: 4.986000e-04}
+  - {value: 1.046000e-04}
+  - {value: 2.683000e-04}
+  - {value: 1.007000e-03}
+  - {value: 1.248000e-03}
+  - {value: 1.244000e-03}
+  - {value: 9.866000e-04}
+  - {value: 2.951000e-04}
+  - {value: 5.181000e-05}
+  - {value: 1.464000e-04}
+  - {value: 3.524000e-04}
+  - {value: 5.732000e-04}
+  - {value: 4.986000e-04}
+  - {value: 2.951000e-04}
+  - {value: 3.450000e-04}
+  - {value: 2.942000e-05}
+  - {value: 2.837000e-05}
+  - {value: 7.846000e-05}
+  - {value: 1.017000e-04}
+  - {value: 1.046000e-04}
+  - {value: 5.181000e-05}
+  - {value: 2.942000e-05}
+  - {value: 1.389000e-05}
+independent_variables:
+- header: {name: 'DR_E3TC'}
+  values:
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+  - {high: 5.00, low: 3.06}
+- header: {name: 'DR_E3TC'}
+  values:
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
+  - {high: 0.84, low: 0.00}
+  - {high: 1.17, low: 0.84}
+  - {high: 1.56, low: 1.17}
+  - {high: 1.92, low: 1.56}
+  - {high: 2.55, low: 1.92}
+  - {high: 3.06, low: 2.55}
+  - {high: 5.00, low: 3.06}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table92.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table92.yaml
new file mode 100644
index 0000000000..1c986a98f0
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table92.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRPT_E1T1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.969%}
+    - asymerror: {minus: -1.652%, plus: +1.652%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.265%, plus: +1.265%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.222%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.243%, plus: +0.243%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.209%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.555%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.421%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.687%, plus: +0.695%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.121%, plus: -0.080%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.155%, plus: +1.155%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.061%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.309%, plus: +0.198%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.228%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.096%, plus: +0.133%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.011%, plus: +1.011%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.358%, plus: -0.354%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.226%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.025%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.077%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.243%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.136%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.007%, plus: -0.252%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.013%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.007%, plus: -0.025%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.488%, plus: +0.036%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.350%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.635%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.839%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.028%, plus: +0.207%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.994%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.622%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.492%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.341%, plus: -0.577%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.371%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +0.939%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.011%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.232%, plus: +0.137%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.012%, plus: -0.049%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.067%, plus: -0.247%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -6.089%, plus: +6.089%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.505%, plus: -0.505%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.148%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.155%, plus: -0.092%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.217%, plus: -0.217%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.026%, plus: +0.260%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.180%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.264%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.429%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.313%, plus: +0.312%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 5.047733e-01
+  - errors:
+    - {label: stat, symerror: +1.892%}
+    - asymerror: {minus: -0.287%, plus: +0.287%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.837%, plus: -0.837%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.029%, plus: +0.029%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.050%, plus: -0.050%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.059%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.296%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.094%, plus: -0.899%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.476%, plus: +0.483%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.020%, plus: -0.011%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.724%, plus: +0.724%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.053%, plus: -0.131%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.401%, plus: +0.273%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.044%, plus: -0.290%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.077%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.076%, plus: +1.076%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.240%, plus: -0.253%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.023%, plus: +0.022%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.020%, plus: -0.020%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.013%, plus: -0.005%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.075%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.001%, plus: +0.062%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.009%, plus: -0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.005%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.021%, plus: +0.043%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: +0.016%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.672%, plus: +0.033%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.270%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.583%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.751%, plus: +0.218%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.444%, plus: +0.320%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.167%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -0.245%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.433%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.003%, plus: -0.705%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.581%, plus: +2.441%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.084%, plus: -0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.019%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.094%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -4.689%, plus: +4.689%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.118%, plus: -0.118%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.537%, plus: -0.572%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.028%, plus: -0.028%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.019%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.106%, plus: -0.047%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.564%, plus: -0.613%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.025%, plus: -0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.178%, plus: +0.177%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.653320e+00
+  - errors:
+    - {label: stat, symerror: +1.869%}
+    - asymerror: {minus: -0.618%, plus: +0.618%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.834%, plus: +3.834%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.043%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.422%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.134%, plus: +0.542%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.149%, plus: +0.153%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.094%, plus: +0.068%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.719%, plus: +0.719%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.078%, plus: +0.125%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: 0.000%, plus: +0.478%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.166%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.091%, plus: +0.110%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.395%, plus: +1.395%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.052%, plus: +0.052%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.103%, plus: +0.040%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.038%, plus: +0.037%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.032%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.090%, plus: -0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.027%, plus: +0.068%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.153%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.022%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.176%, plus: -0.026%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.019%, plus: -0.016%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.025%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: 0.000%, plus: +0.449%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.280%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.245%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.580%, plus: -0.022%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.131%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.223%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.460%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.412%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.264%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.006%, plus: +0.906%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.019%, plus: -0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.211%, plus: -0.103%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.031%, plus: +0.129%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -2.376%, plus: +2.376%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.720%, plus: +1.720%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.339%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.027%, plus: -0.027%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.010%, plus: +0.010%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.346%, plus: -0.098%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.086%, plus: +0.026%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.537%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.043%, plus: -0.012%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.026%, plus: +0.025%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.775859e+00
+  - errors:
+    - {label: stat, symerror: +2.323%}
+    - asymerror: {minus: -0.190%, plus: +0.190%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.642%, plus: -2.642%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.131%, plus: +0.006%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.066%, plus: -0.066%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.177%, plus: +0.043%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.068%, plus: -0.353%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.362%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.084%, plus: -0.085%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.048%, plus: +0.061%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.833%, plus: +0.833%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.093%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.181%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.193%, plus: +0.072%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.186%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.064%, plus: +2.064%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.192%, plus: +0.110%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.032%, plus: +0.031%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.035%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.100%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.121%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.124%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.229%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.149%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.007%, plus: +0.007%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.276%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.019%, plus: +0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.184%, plus: +0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.432%, plus: -0.714%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.366%, plus: +0.400%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.531%, plus: -0.643%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.334%, plus: -0.706%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.386%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.046%, plus: +0.319%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.126%, plus: +0.438%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.031%, plus: +0.044%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.203%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.054%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.115%, plus: -0.115%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.689%, plus: -0.689%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.357%, plus: +0.199%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.017%, plus: -0.017%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.001%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.000%, plus: +0.075%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.048%, plus: +0.049%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.127%, plus: +0.393%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.131%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.290%, plus: +0.353%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.085%, plus: +0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.070%, plus: -0.070%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.250359e+00
+  - errors:
+    - {label: stat, symerror: +2.742%}
+    - asymerror: {minus: +2.360%, plus: -2.360%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -0.331%, plus: +0.331%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.146%, plus: +0.160%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.010%, plus: -0.009%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.031%, plus: +0.031%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.195%, plus: +0.043%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.269%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.135%, plus: -0.649%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.291%, plus: -0.295%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.016%, plus: -0.008%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.935%, plus: +0.935%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.599%, plus: -0.921%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.139%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.731%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.887%, plus: +2.887%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.030%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.016%, plus: -0.015%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.115%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.042%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.175%, plus: +0.152%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.109%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.264%, plus: -0.197%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.065%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.280%, plus: +0.215%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.001%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.013%, plus: +0.031%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.381%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.404%, plus: +0.203%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.253%, plus: -0.260%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.729%, plus: +0.449%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.847%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.136%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.000%, plus: +0.610%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -0.761%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.243%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.673%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -1.933%, plus: 0.000%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.082%, plus: +0.180%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.012%, plus: +0.029%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.229%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.378%, plus: -3.378%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.108%, plus: +1.108%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.995%, plus: +0.385%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.021%, plus: +0.021%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.578%, plus: +0.406%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.066%, plus: +0.066%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.018%, plus: -0.199%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.109%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.017%, plus: -0.094%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.761%, plus: +0.266%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.081%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.098%, plus: -0.097%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 8.249617e-01
+  - errors:
+    - {label: stat, symerror: +2.442%}
+    - asymerror: {minus: +1.026%, plus: -1.026%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.761%, plus: -2.761%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.008%, plus: +0.009%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.021%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.119%, plus: -0.060%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.751%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.132%, plus: +0.674%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.518%, plus: -0.527%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.037%, plus: -0.061%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.819%, plus: +0.819%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.261%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.206%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.074%, plus: +0.265%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.205%, plus: +3.205%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.058%, plus: +0.058%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.083%, plus: +0.324%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.048%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.045%, plus: -0.045%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.126%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.055%, plus: +0.144%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.281%, plus: -0.002%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.096%, plus: -0.055%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.038%, plus: +0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.023%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.778%, plus: -0.037%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.448%, plus: -0.151%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.333%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.247%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.099%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.555%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.660%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.114%, plus: -1.507%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.017%, plus: +0.002%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.051%, plus: -0.019%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.003%, plus: +0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.236%, plus: -4.236%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +0.889%, plus: -0.889%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.179%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.045%, plus: +0.045%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.037%, plus: -0.036%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.047%, plus: +0.047%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.190%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.102%, plus: +0.102%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.235%, plus: -0.282%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.124%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.115%, plus: +0.078%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.231%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.175%, plus: -0.175%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.118753e-01
+  - errors:
+    - {label: stat, symerror: +3.941%}
+    - asymerror: {minus: -0.819%, plus: +0.819%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.037%, plus: -0.092%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.100%, plus: +0.100%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.235%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.462%, plus: -0.554%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.616%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.031%, plus: -1.049%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.069%, plus: -0.064%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.007%, plus: +1.007%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.258%, plus: -0.140%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.188%, plus: +0.694%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.121%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: +0.073%, plus: -0.130%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.852%, plus: +5.852%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.078%, plus: +0.075%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.497%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.157%, plus: -0.151%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.069%, plus: -0.069%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.044%, plus: +0.044%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.062%, plus: -0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.173%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.080%, plus: -0.200%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.217%, plus: -0.093%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.082%, plus: +0.256%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.079%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.063%, plus: -0.063%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.395%, plus: -0.039%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.008%, plus: -0.027%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.786%, plus: -0.151%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.099%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +1.264%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +1.366%, plus: -0.359%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +1.175%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +1.802%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: +0.966%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.633%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.521%, plus: +0.648%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.952%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.041%, plus: -5.801%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.054%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.404%, plus: +0.377%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +14.287%, plus: -14.287%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.763%, plus: -2.763%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +1.122%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.100%, plus: +0.099%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.206%, plus: +0.203%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.136%, plus: +0.136%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.364%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.232%, plus: +0.233%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.122%, plus: -0.319%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.052%, plus: +0.138%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.060%, plus: +0.218%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.536%, plus: -0.356%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.046%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.016%, plus: +0.016%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.338%, plus: -0.337%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 4.018653e-02
+- header: {name: '1/SIG*DSIG/DRPT_E1T1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 5.980771e-01
+   - value: 1.782646e+00
+   - value: 1.769009e+00
+   - value: 1.256657e+00
+   - value: 8.057894e-01
+   - value: 3.588788e-01
+   - value: 3.715891e-02
+independent_variables:
+- header: {name: 'RPT_E1T1', units: ''}
+  values:
+  - {high: 0.15, low: 0.0}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.0, low: 1.05}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table93.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table93.yaml
new file mode 100644
index 0000000000..e944f46d4e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table93.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.319000e-03}
+  - {value: 2.236000e-03}
+  - {value: 1.653000e-03}
+  - {value: -1.405000e-04}
+  - {value: -1.018000e-03}
+  - {value: -5.025000e-04}
+  - {value: -1.534000e-04}
+  - {value: 2.236000e-03}
+  - {value: 8.126000e-03}
+  - {value: 1.841000e-03}
+  - {value: 1.767000e-04}
+  - {value: -2.523000e-03}
+  - {value: -9.721000e-04}
+  - {value: -4.078000e-04}
+  - {value: 1.653000e-03}
+  - {value: 1.841000e-03}
+  - {value: 9.640000e-03}
+  - {value: -2.292000e-03}
+  - {value: -1.281000e-03}
+  - {value: -1.496000e-03}
+  - {value: -2.948000e-04}
+  - {value: -1.405000e-04}
+  - {value: 1.767000e-04}
+  - {value: -2.292000e-03}
+  - {value: 2.699000e-03}
+  - {value: -2.911000e-04}
+  - {value: 6.115000e-05}
+  - {value: -1.499000e-05}
+  - {value: -1.018000e-03}
+  - {value: -2.523000e-03}
+  - {value: -1.281000e-03}
+  - {value: -2.911000e-04}
+  - {value: 2.492000e-03}
+  - {value: 2.223000e-04}
+  - {value: 9.414000e-05}
+  - {value: -5.025000e-04}
+  - {value: -9.721000e-04}
+  - {value: -1.496000e-03}
+  - {value: 6.115000e-05}
+  - {value: 2.223000e-04}
+  - {value: 5.632000e-04}
+  - {value: 5.706000e-05}
+  - {value: -1.534000e-04}
+  - {value: -4.078000e-04}
+  - {value: -2.948000e-04}
+  - {value: -1.499000e-05}
+  - {value: 9.414000e-05}
+  - {value: 5.706000e-05}
+  - {value: 3.730000e-05}
+independent_variables:
+- header: {name: 'RPT_E1T1'}
+  values:
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+- header: {name: 'RPT_E1T1'}
+  values:
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table94.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table94.yaml
new file mode 100644
index 0000000000..aba283c13b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table94.yaml
@@ -0,0 +1,985 @@
+dependent_variables:
+- header: {name: 'DSIG/DRPT_E1T1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.996%}
+    - asymerror: {minus: -4.413%, plus: +4.413%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -3.705%, plus: +3.705%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.529%, plus: +0.530%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.554%, plus: +0.556%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.153%, plus: -0.153%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.309%, plus: +0.085%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.837%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.483%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.187%, plus: -0.185%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.130%, plus: +1.142%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.188%, plus: +1.188%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.201%, plus: +0.047%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.676%, plus: -2.830%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.167%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.830%, plus: +0.857%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.530%, plus: +0.530%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.548%, plus: +0.549%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.272%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.787%, plus: +1.803%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.173%, plus: -0.173%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.064%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.117%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.132%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.086%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.100%, plus: -0.391%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.135%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.018%, plus: -0.018%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.427%, plus: +0.206%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.015%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.008%, plus: -0.029%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.056%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.706%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.548%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.665%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.476%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -4.369%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -3.975%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.355%, plus: -1.056%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.064%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.563%, plus: -0.320%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.010%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.243%, plus: +0.157%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.021%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.261%, plus: -0.415%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +0.505%, plus: -0.505%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.985%, plus: +7.985%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.564%, plus: +3.403%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.430%, plus: +0.431%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.089%, plus: +0.089%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.284%, plus: +1.335%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.650%, plus: -0.648%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.203%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.145%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.146%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.162%, plus: +3.665%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.052%, plus: +0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.756%, plus: +0.759%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.292658e-01
+  - errors:
+    - {label: stat, symerror: +1.979%}
+    - asymerror: {minus: -3.012%, plus: +3.012%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.553%, plus: +1.553%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.120%, plus: +0.167%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.319%, plus: +0.320%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.491%, plus: +0.492%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.166%, plus: -0.166%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.326%, plus: +0.265%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.463%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.184%, plus: -1.956%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.400%, plus: -0.396%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.230%, plus: +1.212%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.785%, plus: +0.785%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.091%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.580%, plus: -2.758%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.197%, plus: -0.403%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.658%, plus: +0.737%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.782%, plus: +0.782%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.889%, plus: +0.892%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.120%, plus: -0.057%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.785%, plus: +1.801%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.134%, plus: -0.134%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.078%, plus: -0.078%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.048%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.114%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.003%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.353%, plus: -0.344%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.094%, plus: +0.143%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.455%, plus: +0.502%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.012%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.011%, plus: +0.012%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.239%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.649%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.496%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.577%, plus: +0.063%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.890%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.586%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.631%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.869%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.031%, plus: -1.396%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.079%, plus: +1.164%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.001%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.074%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.014%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.100%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.818%, plus: -1.818%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -8.405%, plus: +8.405%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.925%, plus: +2.964%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.040%, plus: -0.040%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.349%, plus: +0.349%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.060%, plus: +0.060%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.516%, plus: +1.245%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.559%, plus: -0.558%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.061%, plus: -0.064%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.070%, plus: -0.023%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.271%, plus: -0.169%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.206%, plus: +3.146%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.012%, plus: +0.001%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.622%, plus: +0.624%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.043690e+00
+  - errors:
+    - {label: stat, symerror: +2.002%}
+    - asymerror: {minus: -3.351%, plus: +3.351%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -6.336%, plus: +6.336%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.112%, plus: +0.151%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.203%, plus: +0.203%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.459%, plus: +0.460%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.150%, plus: -0.150%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.114%, plus: +0.321%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.153%, plus: +0.322%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.531%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.730%, plus: -0.723%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.343%, plus: +1.292%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.783%, plus: +0.783%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.222%, plus: +0.234%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.486%, plus: -2.800%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.295%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.824%, plus: +0.833%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.352%, plus: +1.352%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.954%, plus: +0.958%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.223%, plus: +0.237%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.800%, plus: +1.816%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.209%, plus: -0.209%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.026%, plus: +0.026%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.191%, plus: -0.122%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.029%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.374%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.081%, plus: +0.127%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.259%, plus: +0.433%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.013%, plus: -0.018%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.124%, plus: +0.110%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.102%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.676%, plus: +0.014%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.257%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.363%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.551%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -2.173%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.048%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.283%, plus: -0.072%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.117%, plus: -0.433%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.499%, plus: -0.352%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.020%, plus: -0.038%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.201%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.050%, plus: +0.040%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.163%, plus: -0.039%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +3.987%, plus: -3.987%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.401%, plus: +10.401%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.419%, plus: +3.907%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.038%, plus: -0.038%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.333%, plus: +0.334%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.096%, plus: +1.329%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.433%, plus: -0.432%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.031%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.104%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.279%, plus: -0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.547%, plus: +4.340%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.470%, plus: +0.471%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.269280e+00
+  - errors:
+    - {label: stat, symerror: +2.454%}
+    - asymerror: {minus: -2.911%, plus: +2.911%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.296%, plus: -0.296%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.285%, plus: +0.159%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.220%, plus: +0.220%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.448%, plus: +0.449%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.112%, plus: -0.112%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.444%, plus: +0.338%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.453%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.106%, plus: -0.709%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.965%, plus: -0.958%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.298%, plus: +1.286%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.880%, plus: +0.880%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.106%, plus: +0.202%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.826%, plus: -3.198%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.550%, plus: +0.872%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.154%, plus: +2.154%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.947%, plus: +0.951%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.312%, plus: +0.308%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.794%, plus: +1.811%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.249%, plus: -0.248%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.051%, plus: -0.051%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.158%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.067%, plus: -0.218%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.232%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.134%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.311%, plus: -0.544%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.238%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.709%, plus: +0.482%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.025%, plus: +0.023%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.039%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.753%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.176%, plus: -1.092%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.281%, plus: +0.249%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.797%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.239%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.799%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.649%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.379%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.379%, plus: -0.815%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.030%, plus: +0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.184%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.087%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.135%, plus: -0.307%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +6.324%, plus: -6.324%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.786%, plus: +7.786%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.789%, plus: +3.762%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.029%, plus: -0.029%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.365%, plus: +0.366%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.093%, plus: +0.093%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.437%, plus: +1.504%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.384%, plus: -0.384%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.047%, plus: +0.336%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.189%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.134%, plus: -0.256%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.028%, plus: +4.149%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.122%, plus: +0.031%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.375%, plus: +0.375%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.301857e+00
+  - errors:
+    - {label: stat, symerror: +2.880%}
+    - asymerror: {minus: -0.293%, plus: +0.293%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.749%, plus: +2.749%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.300%, plus: +0.314%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.276%, plus: +0.277%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.439%, plus: +0.440%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.085%, plus: -0.085%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.463%, plus: +0.337%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.553%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.225%, plus: -1.709%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.174%, plus: -1.167%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.234%, plus: +1.215%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.972%, plus: +0.972%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.321%, plus: +0.069%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.611%, plus: -3.915%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.147%, plus: -0.252%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.828%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.053%, plus: +3.053%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.933%, plus: +0.936%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.215%, plus: +0.088%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.747%, plus: +1.763%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.253%, plus: -0.252%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.047%, plus: -0.047%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.173%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.143%, plus: -0.129%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.249%, plus: +0.221%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.118%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.608%, plus: -0.512%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.154%, plus: +0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.713%, plus: +0.675%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.029%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.012%, plus: +0.027%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.949%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.657%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.667%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.555%, plus: +0.293%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.292%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.290%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -1.795%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: -1.263%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.035%, plus: -0.240%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.364%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.301%, plus: -3.155%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.093%, plus: +0.199%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.045%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.424%, plus: -0.252%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +9.383%, plus: -9.383%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.736%, plus: +9.736%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.404%, plus: +3.956%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.317%, plus: +0.318%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.049%, plus: +0.049%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.006%, plus: +1.840%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.366%, plus: -0.366%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.098%, plus: -0.256%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.174%, plus: -0.170%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.182%, plus: -0.216%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.482%, plus: +4.058%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.118%, plus: +0.035%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.348%, plus: +0.348%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.518719e+00
+  - errors:
+    - {label: stat, symerror: +2.604%}
+    - asymerror: {minus: -1.662%, plus: +1.662%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.418%, plus: -0.418%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.014%, plus: +0.181%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.294%, plus: +0.295%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.440%, plus: +0.442%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.052%, plus: -0.052%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.149%, plus: +0.234%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.650%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.400%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.403%, plus: -1.397%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.214%, plus: +1.161%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.846%, plus: +0.846%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.093%, plus: +0.164%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.829%, plus: -3.275%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.808%, plus: +0.990%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -3.466%, plus: +3.466%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.960%, plus: +0.964%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.204%, plus: +0.522%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.715%, plus: +1.731%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.258%, plus: -0.258%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.034%, plus: -0.034%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.130%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.117%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.289%, plus: -0.172%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.192%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.025%, plus: -0.025%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.338%, plus: +0.403%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.045%, plus: +0.028%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.026%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.203%, plus: -0.088%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.178%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.474%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.680%, plus: +0.177%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.378%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.350%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.005%, plus: -0.508%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.127%, plus: -0.040%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.620%, plus: -2.735%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.016%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: 0.000%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.191%, plus: -0.136%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.188%, plus: -10.188%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -7.568%, plus: +7.568%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.556%, plus: +3.371%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.033%, plus: +0.033%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.328%, plus: +0.328%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.063%, plus: +0.063%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.624%, plus: +1.379%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.330%, plus: -0.330%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.315%, plus: -0.339%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.190%, plus: -0.041%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.050%, plus: -0.044%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.954%, plus: +3.542%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.103%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.270%, plus: +0.270%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.582447e-01
+  - errors:
+    - {label: stat, symerror: +4.100%}
+    - asymerror: {minus: -3.557%, plus: +3.557%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -2.362%, plus: +2.362%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.118%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.267%, plus: +0.268%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.379%, plus: +0.380%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.016%, plus: -0.016%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.033%, plus: +0.516%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.176%, plus: -0.654%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.359%, plus: -0.458%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.921%, plus: -1.914%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.181%, plus: +1.159%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.014%, plus: +1.014%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.113%, plus: -0.032%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.800%, plus: -2.349%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.662%, plus: +0.592%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.153%, plus: +6.153%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.980%, plus: +0.982%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.434%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.608%, plus: +1.625%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.283%, plus: -0.282%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.048%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.072%, plus: +0.044%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.006%, plus: -0.132%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.215%, plus: -0.102%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.261%, plus: -0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.168%, plus: +0.200%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.083%, plus: -0.083%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.040%, plus: +0.419%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.002%, plus: -0.029%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.211%, plus: -0.203%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.047%, plus: +0.715%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.334%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.522%, plus: -0.513%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.721%, plus: -0.441%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.665%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: +0.000%, plus: -1.448%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.123%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.508%, plus: +0.163%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.249%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.557%, plus: -6.976%}
+      label: 'sys,ISR'
+    - asymerror: {minus: 0.000%, plus: +0.052%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.414%, plus: +0.396%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.056%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.230%, plus: -0.078%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +19.614%, plus: -19.614%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.534%, plus: +5.534%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -2.361%, plus: +3.732%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.088%, plus: +0.088%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.024%, plus: +0.024%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.570%, plus: +0.568%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.151%, plus: +0.152%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.075%, plus: +0.075%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.078%, plus: +1.625%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.200%, plus: -0.200%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.202%, plus: -0.376%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.233%, plus: +3.413%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.083%, plus: +0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.108%, plus: +0.108%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 7.398167e-02
+- header: {name: 'DSIG/DRPT_E1T1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.071682e+00
+   - value: 3.194288e+00
+   - value: 3.169852e+00
+   - value: 2.251778e+00
+   - value: 1.443878e+00
+   - value: 6.430678e-01
+   - value: 6.658431e-02
+independent_variables:
+- header: {name: 'RPT_E1T1', units: ''}
+  values:
+  - {high: 0.15, low: 0.0}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.0, low: 1.05}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table95.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table95.yaml
new file mode 100644
index 0000000000..efeb1d1b6d
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table95.yaml
@@ -0,0 +1,157 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 1.336000e-02}
+  - {value: 3.617000e-02}
+  - {value: 5.182000e-02}
+  - {value: 2.740000e-02}
+  - {value: 2.075000e-02}
+  - {value: 8.327000e-03}
+  - {value: 8.363000e-04}
+  - {value: 3.617000e-02}
+  - {value: 1.188000e-01}
+  - {value: 1.564000e-01}
+  - {value: 9.035000e-02}
+  - {value: 6.998000e-02}
+  - {value: 2.901000e-02}
+  - {value: 3.024000e-03}
+  - {value: 5.182000e-02}
+  - {value: 1.564000e-01}
+  - {value: 2.487000e-01}
+  - {value: 1.273000e-01}
+  - {value: 1.048000e-01}
+  - {value: 4.241000e-02}
+  - {value: 4.959000e-03}
+  - {value: 2.740000e-02}
+  - {value: 9.035000e-02}
+  - {value: 1.273000e-01}
+  - {value: 9.138000e-02}
+  - {value: 6.734000e-02}
+  - {value: 2.930000e-02}
+  - {value: 3.690000e-03}
+  - {value: 2.075000e-02}
+  - {value: 6.998000e-02}
+  - {value: 1.048000e-01}
+  - {value: 6.734000e-02}
+  - {value: 6.217000e-02}
+  - {value: 2.452000e-02}
+  - {value: 3.209000e-03}
+  - {value: 8.327000e-03}
+  - {value: 2.901000e-02}
+  - {value: 4.241000e-02}
+  - {value: 2.930000e-02}
+  - {value: 2.452000e-02}
+  - {value: 1.208000e-02}
+  - {value: 1.480000e-03}
+  - {value: 8.363000e-04}
+  - {value: 3.024000e-03}
+  - {value: 4.959000e-03}
+  - {value: 3.690000e-03}
+  - {value: 3.209000e-03}
+  - {value: 1.480000e-03}
+  - {value: 2.764000e-04}
+independent_variables:
+- header: {name: 'RPT_E1T1'}
+  values:
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+  - {high: 3.00, low: 1.05}
+- header: {name: 'RPT_E1T1'}
+  values:
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
+  - {high: 0.15, low: 0.00}
+  - {high: 0.27, low: 0.15}
+  - {high: 0.39, low: 0.27}
+  - {high: 0.51, low: 0.39}
+  - {high: 0.66, low: 0.51}
+  - {high: 1.05, low: 0.66}
+  - {high: 3.00, low: 1.05}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table96.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table96.yaml
new file mode 100644
index 0000000000..fed1be209a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table96.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: '1/SIG*DSIG/DRPT_E2T1 (breakdown of systematics)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.511%}
+    - asymerror: {minus: -0.930%, plus: +0.930%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.717%, plus: +1.717%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.087%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.168%, plus: +0.167%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.105%, plus: +0.104%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.026%, plus: -0.026%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.139%, plus: -0.061%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.486%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.298%, plus: -0.065%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.834%, plus: +0.850%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.020%, plus: +0.025%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.951%, plus: +0.951%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.268%, plus: -0.138%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.367%, plus: +0.612%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.574%, plus: -0.214%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.226%, plus: +0.322%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.626%, plus: +1.626%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.210%, plus: -0.208%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: +0.292%, plus: -0.074%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.044%, plus: +0.042%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.084%, plus: +0.084%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.019%, plus: -0.019%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.024%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.063%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: 0.000%, plus: +0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: 0.000%, plus: +0.053%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: 0.000%, plus: +0.350%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.019%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.583%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.313%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.992%, plus: +0.032%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.331%, plus: +0.218%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.222%, plus: +0.153%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.254%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.410%, plus: -0.389%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.667%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: 0.000%, plus: +1.967%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: +0.037%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.065%, plus: +0.348%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.032%, plus: -0.035%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.295%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.462%, plus: +1.462%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.861%, plus: +1.861%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.342%, plus: +0.589%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.012%, plus: -0.012%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.099%, plus: +0.098%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.030%, plus: -0.030%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.217%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.279%, plus: -0.280%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.091%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.087%, plus: +0.133%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.309%, plus: +0.386%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.017%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.310%, plus: +0.309%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.465096e+00
+  - errors:
+    - {label: stat, symerror: +1.841%}
+    - asymerror: {minus: -0.548%, plus: +0.548%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.629%, plus: +1.629%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.037%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.022%, plus: +0.022%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.040%, plus: +0.040%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.067%, plus: +0.093%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.431%, plus: -0.065%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.183%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: -0.398%, plus: +0.407%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.089%, plus: +0.080%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.621%, plus: +0.621%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.210%, plus: +0.129%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +0.559%, plus: -0.294%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.167%, plus: +0.088%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.082%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.661%, plus: +1.661%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.255%, plus: +0.076%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -0.090%, plus: +0.088%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: -0.018%, plus: +0.018%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.007%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.025%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.090%, plus: -0.009%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.064%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.128%, plus: -0.024%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.010%, plus: +0.028%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.137%, plus: +0.175%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.005%, plus: -0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.009%, plus: +0.008%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.177%, plus: +0.014%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.299%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.059%, plus: -0.430%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.364%, plus: +0.477%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.159%, plus: +0.464%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.267%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -0.053%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.342%, plus: +0.079%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.144%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: -0.633%, plus: +2.230%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.025%, plus: -0.006%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.116%, plus: -0.104%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.027%, plus: -0.010%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.103%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.721%, plus: +1.721%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -0.342%, plus: +0.342%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: 0.000%, plus: +0.092%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.013%, plus: -0.013%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.009%, plus: +0.009%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.022%, plus: +0.023%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.008%, plus: -0.008%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.022%, plus: -0.022%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -0.264%, plus: +0.174%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.061%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.063%, plus: +0.138%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.008%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.148%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -0.146%, plus: +0.154%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.061%, plus: -0.008%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.761697e+00
+  - errors:
+    - {label: stat, symerror: +2.716%}
+    - asymerror: {minus: -0.366%, plus: +0.366%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -1.136%, plus: +1.136%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.070%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.061%, plus: -0.061%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.042%, plus: -0.042%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.082%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.726%, plus: +0.136%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.239%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.172%, plus: -0.175%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -0.026%, plus: +0.025%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.815%, plus: +0.815%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.021%, plus: -0.242%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.389%, plus: 0.000%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.018%, plus: -0.027%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.393%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.751%, plus: +2.751%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.156%, plus: +0.155%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.204%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.002%, plus: -0.002%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.008%, plus: +0.097%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.055%, plus: -0.087%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.095%, plus: +0.018%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.012%, plus: -0.080%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.007%, plus: -0.034%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.031%, plus: +0.061%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.198%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.029%, plus: -0.042%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.024%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.196%, plus: +0.303%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: +0.193%, plus: -0.387%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.276%, plus: +0.340%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.057%, plus: -0.875%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.715%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +0.154%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.234%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.081%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.100%, plus: -0.386%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.040%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.185%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.116%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: -1.075%, plus: +1.075%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -1.478%, plus: +1.478%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.398%, plus: 0.000%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.009%, plus: -0.009%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.001%, plus: -0.001%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.055%, plus: -0.056%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.003%, plus: -0.003%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: +0.015%, plus: -0.015%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.022%, plus: -0.275%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.071%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.029%, plus: -0.156%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.140%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.031%, plus: -0.007%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.027%, plus: +0.071%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.004%, plus: -0.004%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.086%, plus: -0.086%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.719920e+00
+  - errors:
+    - {label: stat, symerror: +3.435%}
+    - asymerror: {minus: -0.614%, plus: +0.614%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +5.385%, plus: -5.385%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.192%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.093%, plus: -0.093%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.068%, plus: -0.068%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.046%, plus: +0.045%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.330%, plus: +0.131%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.576%, plus: -0.226%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: 0.000%, plus: +0.763%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.721%, plus: -0.735%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.073%, plus: -0.060%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.043%, plus: +1.043%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.137%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.438%, plus: +0.053%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.365%, plus: +0.053%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: 0.000%, plus: +0.361%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -4.610%, plus: +4.610%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.030%, plus: +0.029%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.154%, plus: +0.185%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.084%, plus: -0.082%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.059%, plus: -0.059%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.017%, plus: +0.017%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.153%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.056%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: +0.056%, plus: -0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.113%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.063%, plus: -0.319%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.251%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: -0.011%, plus: +0.011%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.092%, plus: +0.049%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.084%, plus: +0.114%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.010%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.880%, plus: -0.128%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.296%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.884%, plus: -0.089%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.528%, plus: -0.082%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: 0.000%, plus: +0.343%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: 0.000%, plus: +1.694%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: 0.000%, plus: +0.791%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.572%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.324%, plus: -3.173%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.036%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.098%, plus: +0.057%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.200%, plus: +0.014%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.164%, plus: -0.126%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.673%, plus: -1.673%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +2.792%, plus: -2.792%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -0.099%, plus: +0.287%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.005%, plus: +0.001%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.013%, plus: +0.013%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.079%, plus: +0.079%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: 0.000%, plus: +0.343%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.163%, plus: +0.163%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: -0.092%, plus: 0.000%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.150%, plus: +0.175%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.042%, plus: -0.234%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: 0.000%, plus: +0.444%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.166%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.005%, plus: +0.005%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.207%, plus: -0.206%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.684781e-01
+  - errors:
+    - {label: stat, symerror: +3.836%}
+    - asymerror: {minus: +4.376%, plus: -4.376%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +3.140%, plus: -3.140%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: +0.187%, plus: -0.133%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: +0.085%, plus: -0.083%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: +0.108%, plus: -0.107%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.114%, plus: +0.114%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: +0.517%, plus: -0.174%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: 0.000%, plus: +0.411%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -0.108%, plus: +0.195%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.206%, plus: -1.232%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: +0.253%, plus: -0.247%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.096%, plus: +1.096%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.133%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: -0.513%, plus: +0.645%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: 0.000%, plus: +0.050%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.089%, plus: 0.000%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -6.702%, plus: +6.702%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: +0.184%, plus: -0.184%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.582%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: +0.225%, plus: -0.217%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.098%, plus: -0.098%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: -0.039%, plus: +0.040%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.099%, plus: -0.164%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: -0.078%, plus: +0.046%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.051%, plus: +0.123%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.019%, plus: +0.041%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.501%, plus: +0.384%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.306%, plus: -0.184%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.005%, plus: -0.005%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: +0.373%, plus: -0.494%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.000%, plus: -0.030%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.015%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.717%, plus: -0.289%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +1.077%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.778%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: 0.000%, plus: +0.816%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.537%, plus: -0.278%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: +0.336%, plus: -0.001%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: +0.366%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.319%, plus: +0.288%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.441%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.083%, plus: -4.908%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.017%, plus: -0.001%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: -0.000%, plus: +0.000%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.049%, plus: +0.081%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: +0.088%, plus: -0.031%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: -0.170%, plus: +0.208%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +7.255%, plus: -7.255%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: +3.304%, plus: -3.304%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: +0.814%, plus: -0.701%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.065%, plus: +0.065%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.010%, plus: -0.010%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: +0.108%, plus: -0.105%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.055%, plus: +0.055%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.006%, plus: +0.006%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: +0.118%, plus: -0.632%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: -0.240%, plus: +0.241%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.302%, plus: -0.290%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.090%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: -0.192%, plus: +0.278%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: +0.300%, plus: -1.181%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.044%, plus: -0.036%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: +0.309%, plus: -0.308%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 9.471318e-02
+- header: {name: '1/SIG*DSIG/DRPT_E2T1 (PWG+PY8)', units: ''}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.442632e+00
+   - value: 2.860267e+00
+   - value: 1.895141e+00
+   - value: 9.206997e-01
+   - value: 7.928200e-02
+independent_variables:
+- header: {name: 'RPT_E2T1', units: ''}
+  values:
+  - {high: 0.12, low: 0.0}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.0, low: 0.51}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table97.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table97.yaml
new file mode 100644
index 0000000000..3551b3134b
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table97.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 4.581000e-03}
+  - {value: 2.459000e-03}
+  - {value: 8.386000e-04}
+  - {value: -2.147000e-03}
+  - {value: -4.184000e-04}
+  - {value: 2.459000e-03}
+  - {value: 1.091000e-02}
+  - {value: 3.872000e-04}
+  - {value: -3.609000e-03}
+  - {value: -7.447000e-04}
+  - {value: 8.386000e-04}
+  - {value: 3.872000e-04}
+  - {value: 6.514000e-03}
+  - {value: -1.893000e-03}
+  - {value: -4.328000e-04}
+  - {value: -2.147000e-03}
+  - {value: -3.609000e-03}
+  - {value: -1.893000e-03}
+  - {value: 4.613000e-03}
+  - {value: 1.515000e-04}
+  - {value: -4.184000e-04}
+  - {value: -7.447000e-04}
+  - {value: -4.328000e-04}
+  - {value: 1.515000e-04}
+  - {value: 1.133000e-04}
+independent_variables:
+- header: {name: 'RPT_E2T1'}
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 0.51, low: 0.36}
+  - {high: 0.51, low: 0.36}
+  - {high: 0.51, low: 0.36}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
+  - {high: 2.00, low: 0.51}
+  - {high: 2.00, low: 0.51}
+  - {high: 2.00, low: 0.51}
+  - {high: 2.00, low: 0.51}
+- header: {name: 'RPT_E2T1'}
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table98.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table98.yaml
new file mode 100644
index 0000000000..af35cc9e0a
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table98.yaml
@@ -0,0 +1,707 @@
+dependent_variables:
+- header: {name: 'DSIG/DRPT_E2T1 (breakdown of systematics)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - errors:
+    - {label: stat, symerror: +2.552%}
+    - asymerror: {minus: -3.184%, plus: +3.184%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.793%, plus: +4.793%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.125%, plus: +0.241%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.442%, plus: +0.443%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.582%, plus: +0.584%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.126%, plus: -0.126%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.198%, plus: +0.304%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.697%, plus: 0.000%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.426%, plus: -1.016%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.271%, plus: -0.268%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.376%, plus: +1.350%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.004%, plus: +1.004%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: +0.134%, plus: -0.054%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.037%, plus: -2.950%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.701%, plus: -0.323%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.885%, plus: +1.054%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -0.989%, plus: +0.989%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.718%, plus: +0.719%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.172%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.741%, plus: +1.756%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.114%, plus: -0.114%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.072%, plus: -0.072%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: 0.000%, plus: +0.067%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.120%, plus: +0.095%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.033%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.400%, plus: -0.308%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.043%, plus: +0.142%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.032%, plus: -0.032%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.180%, plus: +0.556%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: 0.000%, plus: +0.011%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -1.013%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.592%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.714%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.096%, plus: +0.068%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.621%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -3.551%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.421%, plus: -0.835%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -1.182%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.299%, plus: -0.370%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.027%, plus: +0.034%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.073%, plus: +0.361%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.020%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.476%, plus: -0.216%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.814%, plus: -1.814%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.924%, plus: +10.924%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.393%, plus: +4.788%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.004%, plus: +0.004%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.506%, plus: +0.508%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.073%, plus: +0.073%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.539%, plus: +1.884%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.690%, plus: -0.688%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.125%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.066%, plus: -0.032%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.142%, plus: -0.065%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.561%, plus: +4.630%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.017%, plus: +0.043%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.707%, plus: +0.709%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.728226e+00
+  - errors:
+    - {label: stat, symerror: +2.000%}
+    - asymerror: {minus: -2.793%, plus: +2.793%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.702%, plus: +4.702%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.133%, plus: +0.168%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.297%, plus: +0.297%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.517%, plus: +0.519%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.142%, plus: -0.142%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.403%, plus: +0.459%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.217%, plus: -0.130%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: -1.132%, plus: 0.000%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +0.711%, plus: -0.705%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.444%, plus: +1.406%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.711%, plus: +0.711%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.343%, plus: +0.213%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.994%, plus: -3.824%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.042%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.658%, plus: +0.813%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -1.380%, plus: +1.380%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.979%, plus: +0.984%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.426%, plus: +0.323%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.786%, plus: +1.802%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.180%, plus: -0.180%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.062%, plus: -0.062%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.057%, plus: +0.058%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.117%, plus: -0.071%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: 0.000%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: 0.000%, plus: +0.060%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.502%, plus: -0.416%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.106%, plus: +0.161%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.031%, plus: -0.031%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.664%, plus: +0.687%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.014%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.006%, plus: +0.003%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.608%, plus: 0.000%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.557%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -0.671%, plus: 0.000%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.129%, plus: +0.327%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.559%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.586%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: -2.411%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.370%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: -0.616%, plus: 0.000%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +0.532%, plus: -0.113%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.025%, plus: -0.008%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: -0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: +0.108%, plus: -0.091%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.001%, plus: +0.045%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.078%, plus: -0.112%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +1.563%, plus: -1.563%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -9.270%, plus: +9.270%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.009%, plus: +4.270%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.019%, plus: +0.019%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.430%, plus: +0.432%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.015%, plus: +0.015%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.054%, plus: +0.054%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -2.012%, plus: +1.884%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.471%, plus: -0.471%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: 0.000%, plus: +0.114%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.020%, plus: -0.015%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.377%, plus: -0.172%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.405%, plus: +4.388%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: 0.000%, plus: +0.027%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.006%, plus: -0.006%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.487%, plus: +0.488%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 3.257694e+00
+  - errors:
+    - {label: stat, symerror: +2.953%}
+    - asymerror: {minus: -2.607%, plus: +2.607%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: -4.195%, plus: +4.195%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.239%, plus: +0.121%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.214%, plus: +0.214%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.436%, plus: +0.437%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.105%, plus: -0.105%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.411%, plus: +0.283%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.937%, plus: +0.072%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.107%, plus: -1.188%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.288%, plus: -1.281%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.382%, plus: +1.351%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -0.889%, plus: +0.889%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.158%, plus: 0.000%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +3.385%, plus: -3.916%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.144%, plus: -0.137%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.679%, plus: +0.334%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -2.972%, plus: +2.972%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -1.081%, plus: +1.086%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.217%, plus: +0.042%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.696%, plus: +1.711%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.203%, plus: -0.203%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.057%, plus: -0.057%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.062%, plus: +0.162%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.147%, plus: -0.163%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.153%, plus: +0.072%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: +0.005%, plus: -0.084%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.380%, plus: -0.426%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.126%, plus: +0.194%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.023%, plus: -0.023%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.725%, plus: +0.438%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: +0.022%, plus: -0.046%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: -0.028%, plus: 0.000%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: -0.627%, plus: +0.187%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: -0.666%, plus: 0.000%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: -1.004%, plus: +0.156%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -1.023%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -1.389%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -2.176%, plus: +0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.681%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.036%, plus: -0.437%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.274%, plus: -2.668%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.043%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.172%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.017%, plus: +0.106%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.100%, plus: -0.300%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +2.189%, plus: -2.189%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -10.508%, plus: +10.508%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.250%, plus: +3.760%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: +0.011%, plus: -0.011%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.008%, plus: +0.008%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.353%, plus: +0.353%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.020%, plus: +0.020%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.061%, plus: +0.061%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.731%, plus: +1.427%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.327%, plus: -0.327%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.020%, plus: -0.096%}
+      label: 'sys,pileup'
+    - asymerror: {minus: +0.057%, plus: -0.190%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.147%, plus: -0.337%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -4.235%, plus: +4.220%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.062%, plus: +0.105%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.007%, plus: -0.007%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.312%, plus: +0.313%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 2.028816e+00
+  - errors:
+    - {label: stat, symerror: +3.651%}
+    - asymerror: {minus: -2.860%, plus: +2.860%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +2.524%, plus: -2.524%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: -0.361%, plus: +0.174%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.182%, plus: +0.182%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.410%, plus: +0.411%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: +0.054%, plus: -0.055%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: -0.665%, plus: +0.497%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: +0.362%, plus: -0.290%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.304%, plus: -0.196%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +1.843%, plus: -1.835%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.284%, plus: +1.264%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.086%, plus: +1.086%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: 0.000%, plus: +0.222%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.963%, plus: -3.490%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: -0.240%, plus: 0.000%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.302%, plus: +0.847%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -5.022%, plus: +5.022%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.956%, plus: +0.959%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: -0.325%, plus: +0.432%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.615%, plus: +1.630%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.257%, plus: -0.257%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.036%, plus: -0.036%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: -0.207%, plus: +0.063%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.036%, plus: -0.098%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.108%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.119%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: +0.436%, plus: -0.710%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: -0.346%, plus: +0.107%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.017%, plus: -0.016%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.620%, plus: +0.560%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.092%, plus: +0.110%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: +0.013%, plus: -0.001%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.444%, plus: -0.244%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.028%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: +0.148%, plus: -0.271%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: -0.244%, plus: 0.000%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: -0.611%, plus: 0.000%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -0.671%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: +0.802%, plus: -0.018%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: 0.000%, plus: +0.182%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +1.500%, plus: -5.392%}
+      label: 'sys,ISR'
+    - asymerror: {minus: -0.007%, plus: +0.033%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.106%, plus: +0.070%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: -0.229%, plus: +0.069%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: +0.346%, plus: -0.310%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +4.848%, plus: -4.848%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.857%, plus: +5.857%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -4.160%, plus: +4.474%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.004%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: -0.003%, plus: +0.003%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.413%, plus: +0.410%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.035%, plus: +0.035%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.156%, plus: +0.156%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.510%, plus: +2.056%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.246%, plus: -0.246%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.050%, plus: -0.116%}
+      label: 'sys,pileup'
+    - asymerror: {minus: -0.121%, plus: +0.141%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: +0.271%, plus: -0.431%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.840%, plus: +4.388%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: -0.200%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: -0.002%, plus: +0.002%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.192%, plus: +0.192%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.142416e+00
+  - errors:
+    - {label: stat, symerror: +4.130%}
+    - asymerror: {minus: +2.241%, plus: -2.241%}
+      label: 'sys,Inter-PDF'
+    - asymerror: {minus: +0.211%, plus: -0.211%}
+      label: 'sys,hardscat-model'
+    - asymerror: {minus: 0.000%, plus: +0.021%}
+      label: 'sys,(jes) EffectiveNP Detector1'
+    - asymerror: {minus: -0.191%, plus: +0.192%}
+      label: 'sys,c tag eff (eig 1)'
+    - asymerror: {minus: -0.370%, plus: +0.371%}
+      label: 'sys,c tag eff (eig 0)'
+    - asymerror: {minus: -0.014%, plus: +0.014%}
+      label: 'sys,c tag eff (eig 2)'
+    - asymerror: {minus: 0.000%, plus: +0.191%}
+      label: 'sys,(jes) Flavor Composition'
+    - asymerror: {minus: -0.028%, plus: +0.347%}
+      label: 'sys,JER Effective NP 11'
+    - asymerror: {minus: +0.020%, plus: -0.758%}
+      label: 'sys,JER Effective NP 10'
+    - asymerror: {minus: +2.333%, plus: -2.326%}
+      label: 'sys,Cross section systematic'
+    - asymerror: {minus: -1.106%, plus: +1.075%}
+      label: 'sys,jvt'
+    - asymerror: {minus: -1.127%, plus: +1.127%}
+      label: 'sys,Signal stat'
+    - asymerror: {minus: -0.113%, plus: +0.218%}
+      label: 'sys,(jes) Pileup PtTerm'
+    - asymerror: {minus: +2.886%, plus: -2.918%}
+      label: 'sys,(jes) Flavor Response'
+    - asymerror: {minus: +0.162%, plus: -0.059%}
+      label: 'sys,(jes) Pileup OffsetMu'
+    - asymerror: {minus: -0.718%, plus: +0.640%}
+      label: 'sys,(jes) BJES Response'
+    - asymerror: {minus: -7.312%, plus: +7.312%}
+      label: 'sys,QCD stat'
+    - asymerror: {minus: -0.744%, plus: +0.744%}
+      label: 'sys,b tag eff (eig 0)'
+    - asymerror: {minus: 0.000%, plus: +0.410%}
+      label: 'sys,(jes) Pileup OffsetNPV'
+    - asymerror: {minus: -1.477%, plus: +1.492%}
+      label: 'sys,b tag eff (eig 2)'
+    - asymerror: {minus: +0.296%, plus: -0.296%}
+      label: 'sys,b tag eff (eig 4)'
+    - asymerror: {minus: +0.014%, plus: -0.014%}
+      label: 'sys,b tag eff (eig 5)'
+    - asymerror: {minus: +0.045%, plus: -0.099%}
+      label: 'sys,(jes) EffectiveNP Statistical6'
+    - asymerror: {minus: +0.014%, plus: -0.030%}
+      label: 'sys,(jes) EffectiveNP Statistical5'
+    - asymerror: {minus: -0.109%, plus: +0.177%}
+      label: 'sys,(jes) EffectiveNP Statistical4'
+    - asymerror: {minus: -0.025%, plus: +0.038%}
+      label: 'sys,(jes) EffectiveNP Statistical3'
+    - asymerror: {minus: -0.130%, plus: 0.000%}
+      label: 'sys,(jes) EffectiveNP Statistical2'
+    - asymerror: {minus: +0.211%, plus: -0.051%}
+      label: 'sys,(jes) EffectiveNP Statistical1'
+    - asymerror: {minus: +0.033%, plus: -0.033%}
+      label: 'sys,b extrapolation'
+    - asymerror: {minus: -0.158%, plus: +0.014%}
+      label: 'sys,(jes) EtaIntercalibration TotalStat'
+    - asymerror: {minus: -0.034%, plus: 0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure posEta'
+    - asymerror: {minus: 0.000%, plus: +0.018%}
+      label: 'sys,(jes) PunchThrough MC16'
+    - asymerror: {minus: +0.282%, plus: -0.404%}
+      label: 'sys,JER Effective NP 7'
+    - asymerror: {minus: 0.000%, plus: +0.795%}
+      label: 'sys,JER Effective NP 6'
+    - asymerror: {minus: 0.000%, plus: +0.468%}
+      label: 'sys,JER Effective NP 5'
+    - asymerror: {minus: +0.041%, plus: -0.077%}
+      label: 'sys,JER Effective NP 4'
+    - asymerror: {minus: +0.134%, plus: -0.955%}
+      label: 'sys,JER Effective NP 3'
+    - asymerror: {minus: -1.997%, plus: 0.000%}
+      label: 'sys,JER Effective NP 2'
+    - asymerror: {minus: 0.000%, plus: 0.000%}
+      label: 'sys,JER Effective NP 1'
+    - asymerror: {minus: +0.000%, plus: -0.079%}
+      label: 'sys,JER Effective NP 12 restTerm'
+    - asymerror: {minus: -0.308%, plus: 0.000%}
+      label: 'sys,JER Effective NP 9'
+    - asymerror: {minus: +0.081%, plus: -0.079%}
+      label: 'sys,JER Effective NP 8'
+    - asymerror: {minus: +2.268%, plus: -7.087%}
+      label: 'sys,ISR'
+    - asymerror: {minus: +0.017%, plus: -0.004%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure negEta'
+    - asymerror: {minus: 0.000%, plus: +0.000%}
+      label: 'sys,(jes) SingleParticle HighPt'
+    - asymerror: {minus: +2.056%, plus: -2.056%}
+      label: 'sys,Lumi'
+    - asymerror: {minus: -0.057%, plus: +0.094%}
+      label: 'sys,(jes) EffectiveNP Mixed1'
+    - asymerror: {minus: 0.000%, plus: +0.059%}
+      label: 'sys,(jes) EffectiveNP Mixed3'
+    - asymerror: {minus: 0.000%, plus: +0.024%}
+      label: 'sys,(jes) EffectiveNP Mixed2'
+    - asymerror: {minus: +10.250%, plus: -10.250%}
+      label: 'sys,QCD estimation'
+    - asymerror: {minus: -5.300%, plus: +5.300%}
+      label: 'sys,hadronis-model'
+    - asymerror: {minus: -3.285%, plus: +3.445%}
+      label: 'sys,(jes) Pileup RhoTopology'
+    - asymerror: {minus: -0.064%, plus: +0.064%}
+      label: 'sys,light-jet tag eff (eig 2)'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,light-jet tag eff (eig 3)'
+    - asymerror: {minus: -0.300%, plus: +0.303%}
+      label: 'sys,light-jet tag eff (eig 0)'
+    - asymerror: {minus: -0.077%, plus: +0.078%}
+      label: 'sys,light-jet tag eff (eig 1)'
+    - asymerror: {minus: -0.082%, plus: +0.082%}
+      label: 'sys,Intra-PDF'
+    - asymerror: {minus: -1.637%, plus: +1.064%}
+      label: 'sys,(jes) EtaIntercalibration Modelling'
+    - asymerror: {minus: +0.169%, plus: -0.169%}
+      label: 'sys,b tag eff (eig 1)'
+    - asymerror: {minus: +0.390%, plus: -0.314%}
+      label: 'sys,pileup'
+    - asymerror: {minus: 0.000%, plus: +0.118%}
+      label: 'sys,(jes) EffectiveNP Modelling3'
+    - asymerror: {minus: 0.000%, plus: +0.080%}
+      label: 'sys,(jes) EffectiveNP Modelling2'
+    - asymerror: {minus: -3.978%, plus: +2.997%}
+      label: 'sys,(jes) EffectiveNP Modelling1'
+    - asymerror: {minus: +0.009%, plus: -0.003%}
+      label: 'sys,(jes) EffectiveNP Modelling4'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,b extrapolation from c'
+    - asymerror: {minus: +0.000%, plus: -0.000%}
+      label: 'sys,(jes) EtaIntercalibration NonClosure highE'
+    - asymerror: {minus: -0.090%, plus: +0.090%}
+      label: 'sys,b tag eff (eig 3)'
+    value: 1.117236e-01
+- header: {name: 'DSIG/DRPT_E2T1 (PWG+PY8)', units: 'pb'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+   - value: 1.639415e+00
+   - value: 3.250423e+00
+   - value: 2.153649e+00
+   - value: 1.046288e+00
+   - value: 9.009649e-02
+independent_variables:
+- header: {name: 'RPT_E2T1', units: ''}
+  values:
+  - {high: 0.12, low: 0.0}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.0, low: 0.51}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table99.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table99.yaml
new file mode 100644
index 0000000000..de5c4a37ac
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/Table99.yaml
@@ -0,0 +1,85 @@
+dependent_variables:
+- header: {name: 'Covariance matrix', units: 'pb$^{2}$'}
+  qualifiers:
+  - {name: SQRT(S), value: '13000.0 GeV'}
+  values:
+  - {value: 6.820000e-02}
+  - {value: 1.119000e-01}
+  - {value: 7.337000e-02}
+  - {value: 3.049000e-02}
+  - {value: 2.490000e-03}
+  - {value: 1.119000e-01}
+  - {value: 2.045000e-01}
+  - {value: 1.274000e-01}
+  - {value: 5.283000e-02}
+  - {value: 4.246000e-03}
+  - {value: 7.337000e-02}
+  - {value: 1.274000e-01}
+  - {value: 9.310000e-02}
+  - {value: 3.656000e-02}
+  - {value: 3.008000e-03}
+  - {value: 3.049000e-02}
+  - {value: 5.283000e-02}
+  - {value: 3.656000e-02}
+  - {value: 2.329000e-02}
+  - {value: 1.729000e-03}
+  - {value: 2.490000e-03}
+  - {value: 4.246000e-03}
+  - {value: 3.008000e-03}
+  - {value: 1.729000e-03}
+  - {value: 2.870000e-04}
+independent_variables:
+- header: {name: 'RPT_E2T1'}
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 0.51, low: 0.36}
+  - {high: 0.51, low: 0.36}
+  - {high: 0.51, low: 0.36}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
+  - {high: 2.00, low: 0.51}
+  - {high: 2.00, low: 0.51}
+  - {high: 2.00, low: 0.51}
+  - {high: 2.00, low: 0.51}
+- header: {name: 'RPT_E2T1'}
+  values:
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
+  - {high: 0.12, low: 0.00}
+  - {high: 0.24, low: 0.12}
+  - {high: 0.36, low: 0.24}
+  - {high: 0.51, low: 0.36}
+  - {high: 2.00, low: 0.51}
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/list.txt b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/list.txt
new file mode 100644
index 0000000000..aa97c34f40
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/list.txt
@@ -0,0 +1,673 @@
+1D:xs:particle:incl:reco_DR_e1j1:Relative:Table 1
+1D:cov:particle:incl:reco_DR_e1j1:Relative:Table 2
+1D:xs:particle:incl:reco_DR_e1j1:Absolute:Table 3
+1D:cov:particle:incl:reco_DR_e1j1:Absolute:Table 4
+1D:xs:particle:incl:reco_abs_t1_y_1:Relative:Table 5
+1D:cov:particle:incl:reco_abs_t1_y_1:Relative:Table 6
+1D:xs:particle:incl:reco_abs_t1_y_1:Absolute:Table 7
+1D:cov:particle:incl:reco_abs_t1_y_1:Absolute:Table 8
+1D:xs:particle:incl:reco_tt_m:Relative:Table 9
+1D:cov:particle:incl:reco_tt_m:Relative:Table 10
+1D:xs:particle:incl:reco_tt_m:Absolute:Table 11
+1D:cov:particle:incl:reco_tt_m:Absolute:Table 12
+1D:xs:particle:incl:reco_abs_t2_y_1:Relative:Table 13
+1D:cov:particle:incl:reco_abs_t2_y_1:Relative:Table 14
+1D:xs:particle:incl:reco_abs_t2_y_1:Absolute:Table 15
+1D:cov:particle:incl:reco_abs_t2_y_1:Absolute:Table 16
+1D:xs:particle:incl:reco_abs_tt_y:Relative:Table 17
+1D:cov:particle:incl:reco_abs_tt_y:Relative:Table 18
+1D:xs:particle:incl:reco_abs_tt_y:Absolute:Table 19
+1D:cov:particle:incl:reco_abs_tt_y:Absolute:Table 20
+1D:xs:particle:incl:reco_t1_pt:Relative:Table 21
+1D:cov:particle:incl:reco_t1_pt:Relative:Table 22
+1D:xs:particle:incl:reco_t1_pt:Absolute:Table 23
+1D:cov:particle:incl:reco_t1_pt:Absolute:Table 24
+1D:xs:particle:incl:reco_t2_pt:Relative:Table 25
+1D:cov:particle:incl:reco_t2_pt:Relative:Table 26
+1D:xs:particle:incl:reco_t2_pt:Absolute:Table 27
+1D:cov:particle:incl:reco_t2_pt:Absolute:Table 28
+1D:xs:particle:incl:reco_tt_pt:Relative:Table 29
+1D:cov:particle:incl:reco_tt_pt:Relative:Table 30
+1D:xs:particle:incl:reco_tt_pt:Absolute:Table 31
+1D:cov:particle:incl:reco_tt_pt:Absolute:Table 32
+1D:xs:particle:incl:reco_jets_n:Relative:Table 33
+1D:cov:particle:incl:reco_jets_n:Relative:Table 34
+1D:xs:particle:incl:reco_jets_n:Absolute:Table 35
+1D:cov:particle:incl:reco_jets_n:Absolute:Table 36
+1D:xs:particle:incl:reco_DeltaPhi_1:Relative:Table 37
+1D:cov:particle:incl:reco_DeltaPhi_1:Relative:Table 38
+1D:xs:particle:incl:reco_DeltaPhi_1:Absolute:Table 39
+1D:cov:particle:incl:reco_DeltaPhi_1:Absolute:Table 40
+1D:xs:particle:incl:reco_absPout:Relative:Table 41
+1D:cov:particle:incl:reco_absPout:Relative:Table 42
+1D:xs:particle:incl:reco_absPout:Absolute:Table 43
+1D:cov:particle:incl:reco_absPout:Absolute:Table 44
+1D:xs:particle:incl:reco_absPcross_1:Relative:Table 45
+1D:cov:particle:incl:reco_absPcross_1:Relative:Table 46
+1D:xs:particle:incl:reco_absPcross_1:Absolute:Table 47
+1D:cov:particle:incl:reco_absPcross_1:Absolute:Table 48
+1D:xs:particle:incl:reco_Ztt:Relative:Table 49
+1D:cov:particle:incl:reco_Ztt:Relative:Table 50
+1D:xs:particle:incl:reco_Ztt:Absolute:Table 51
+1D:cov:particle:incl:reco_Ztt:Absolute:Table 52
+1D:xs:particle:incl:reco_HTtt:Relative:Table 53
+1D:cov:particle:incl:reco_HTtt:Relative:Table 54
+1D:xs:particle:incl:reco_HTtt:Absolute:Table 55
+1D:cov:particle:incl:reco_HTtt:Absolute:Table 56
+1D:xs:particle:incl:reco_abs_y_boost:Relative:Table 57
+1D:cov:particle:incl:reco_abs_y_boost:Relative:Table 58
+1D:xs:particle:incl:reco_abs_y_boost:Absolute:Table 59
+1D:cov:particle:incl:reco_abs_y_boost:Absolute:Table 60
+1D:xs:particle:incl:reco_Chitt:Relative:Table 61
+1D:cov:particle:incl:reco_Chitt:Relative:Table 62
+1D:xs:particle:incl:reco_Chitt:Absolute:Table 63
+1D:cov:particle:incl:reco_Chitt:Absolute:Table 64
+1D:xs:particle:incl:reco_RWt1_1:Relative:Table 65
+1D:cov:particle:incl:reco_RWt1_1:Relative:Table 66
+1D:xs:particle:incl:reco_RWt1_1:Absolute:Table 67
+1D:cov:particle:incl:reco_RWt1_1:Absolute:Table 68
+1D:xs:particle:incl:reco_RWt2:Relative:Table 69
+1D:cov:particle:incl:reco_RWt2:Relative:Table 70
+1D:xs:particle:incl:reco_RWt2:Absolute:Table 71
+1D:cov:particle:incl:reco_RWt2:Absolute:Table 72
+1D:xs:particle:incl:reco_RWb1:Relative:Table 73
+1D:cov:particle:incl:reco_RWb1:Relative:Table 74
+1D:xs:particle:incl:reco_RWb1:Absolute:Table 75
+1D:cov:particle:incl:reco_RWb1:Absolute:Table 76
+1D:xs:particle:incl:reco_RWb2:Relative:Table 77
+1D:cov:particle:incl:reco_RWb2:Relative:Table 78
+1D:xs:particle:incl:reco_RWb2:Absolute:Table 79
+1D:cov:particle:incl:reco_RWb2:Absolute:Table 80
+1D:xs:particle:incl:reco_DR_e1tc:Relative:Table 81
+1D:cov:particle:incl:reco_DR_e1tc:Relative:Table 82
+1D:xs:particle:incl:reco_DR_e1tc:Absolute:Table 83
+1D:cov:particle:incl:reco_DR_e1tc:Absolute:Table 84
+1D:xs:particle:incl:reco_DR_e2tc:Relative:Table 85
+1D:cov:particle:incl:reco_DR_e2tc:Relative:Table 86
+1D:xs:particle:incl:reco_DR_e2tc:Absolute:Table 87
+1D:cov:particle:incl:reco_DR_e2tc:Absolute:Table 88
+1D:xs:particle:incl:reco_DR_e3tc:Relative:Table 89
+1D:cov:particle:incl:reco_DR_e3tc:Relative:Table 90
+1D:xs:particle:incl:reco_DR_e3tc:Absolute:Table 91
+1D:cov:particle:incl:reco_DR_e3tc:Absolute:Table 92
+1D:xs:particle:incl:reco_Rpt_e1t1:Relative:Table 93
+1D:cov:particle:incl:reco_Rpt_e1t1:Relative:Table 94
+1D:xs:particle:incl:reco_Rpt_e1t1:Absolute:Table 95
+1D:cov:particle:incl:reco_Rpt_e1t1:Absolute:Table 96
+1D:xs:particle:incl:reco_Rpt_e2t1:Relative:Table 97
+1D:cov:particle:incl:reco_Rpt_e2t1:Relative:Table 98
+1D:xs:particle:incl:reco_Rpt_e2t1:Absolute:Table 99
+1D:cov:particle:incl:reco_Rpt_e2t1:Absolute:Table 100
+1D:xs:particle:incl:reco_Rpt_e3t1:Relative:Table 101
+1D:cov:particle:incl:reco_Rpt_e3t1:Relative:Table 102
+1D:xs:particle:incl:reco_Rpt_e3t1:Absolute:Table 103
+1D:cov:particle:incl:reco_Rpt_e3t1:Absolute:Table 104
+1D:xs:particle:incl:reco_Rpt_tte1:Relative:Table 105
+1D:cov:particle:incl:reco_Rpt_tte1:Relative:Table 106
+1D:xs:particle:incl:reco_Rpt_tte1:Absolute:Table 107
+1D:cov:particle:incl:reco_Rpt_tte1:Absolute:Table 108
+1D:xs:particle:incl:reco_Rpt_e1j1:Relative:Table 109
+1D:cov:particle:incl:reco_Rpt_e1j1:Relative:Table 110
+1D:xs:particle:incl:reco_Rpt_e1j1:Absolute:Table 111
+1D:cov:particle:incl:reco_Rpt_e1j1:Absolute:Table 112
+1D:xs:particle:incl:reco_Rpt_e2j1:Relative:Table 113
+1D:cov:particle:incl:reco_Rpt_e2j1:Relative:Table 114
+1D:xs:particle:incl:reco_Rpt_e2j1:Absolute:Table 115
+1D:cov:particle:incl:reco_Rpt_e2j1:Absolute:Table 116
+1D:xs:particle:incl:reco_Rpt_e3j1:Relative:Table 117
+1D:cov:particle:incl:reco_Rpt_e3j1:Relative:Table 118
+1D:xs:particle:incl:reco_Rpt_e3j1:Absolute:Table 119
+1D:cov:particle:incl:reco_Rpt_e3j1:Absolute:Table 120
+1D:xs:particle:incl:reco_DR_e2e1:Relative:Table 121
+1D:cov:particle:incl:reco_DR_e2e1:Relative:Table 122
+1D:xs:particle:incl:reco_DR_e2e1:Absolute:Table 123
+1D:cov:particle:incl:reco_DR_e2e1:Absolute:Table 124
+1D:xs:particle:incl:reco_DR_e3e1:Relative:Table 125
+1D:cov:particle:incl:reco_DR_e3e1:Relative:Table 126
+1D:xs:particle:incl:reco_DR_e3e1:Absolute:Table 127
+1D:cov:particle:incl:reco_DR_e3e1:Absolute:Table 128
+1D:xs:particle:incl:reco_Rpt_e2e1:Relative:Table 129
+1D:cov:particle:incl:reco_Rpt_e2e1:Relative:Table 130
+1D:xs:particle:incl:reco_Rpt_e2e1:Absolute:Table 131
+1D:cov:particle:incl:reco_Rpt_e2e1:Absolute:Table 132
+1D:xs:particle:incl:reco_Rpt_e3e1:Relative:Table 133
+1D:cov:particle:incl:reco_Rpt_e3e1:Relative:Table 134
+1D:xs:particle:incl:reco_Rpt_e3e1:Absolute:Table 135
+1D:cov:particle:incl:reco_Rpt_e3e1:Absolute:Table 136
+1D:xs:particle:incl:reco_xsec:Absolute:Table 137
+2D:xs:particle:incl:reco_t1_pt_jet_n_multi:Relative:5.5:6.5:Table 138
+2D:xs:particle:incl:reco_t1_pt_jet_n_multi:Relative:6.5:7.5:Table 139
+2D:xs:particle:incl:reco_t1_pt_jet_n_multi:Relative:7.5:8.5:Table 140
+2D:xs:particle:incl:reco_t1_pt_jet_n_multi:Relative:8.5:9.5:Table 141
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Relative:1:1:5.5:6.5:5.5:6.5:Table 142
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Relative:2:1:6.5:7.5:5.5:6.5:Table 143
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Relative:2:2:6.5:7.5:6.5:7.5:Table 144
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Relative:3:1:7.5:8.5:5.5:6.5:Table 145
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Relative:3:2:7.5:8.5:6.5:7.5:Table 146
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Relative:3:3:7.5:8.5:7.5:8.5:Table 147
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Relative:4:1:8.5:9.5:5.5:6.5:Table 148
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Relative:4:2:8.5:9.5:6.5:7.5:Table 149
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Relative:4:3:8.5:9.5:7.5:8.5:Table 150
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Relative:4:4:8.5:9.5:8.5:9.5:Table 151
+2D:xs:particle:incl:reco_t1_pt_jet_n_multi:Absolute:5.5:6.5:Table 152
+2D:xs:particle:incl:reco_t1_pt_jet_n_multi:Absolute:6.5:7.5:Table 153
+2D:xs:particle:incl:reco_t1_pt_jet_n_multi:Absolute:7.5:8.5:Table 154
+2D:xs:particle:incl:reco_t1_pt_jet_n_multi:Absolute:8.5:9.5:Table 155
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Absolute:1:1:5.5:6.5:5.5:6.5:Table 156
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Absolute:2:1:6.5:7.5:5.5:6.5:Table 157
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Absolute:2:2:6.5:7.5:6.5:7.5:Table 158
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Absolute:3:1:7.5:8.5:5.5:6.5:Table 159
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Absolute:3:2:7.5:8.5:6.5:7.5:Table 160
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Absolute:3:3:7.5:8.5:7.5:8.5:Table 161
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Absolute:4:1:8.5:9.5:5.5:6.5:Table 162
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Absolute:4:2:8.5:9.5:6.5:7.5:Table 163
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Absolute:4:3:8.5:9.5:7.5:8.5:Table 164
+2D:cov:particle:incl:reco_t1_pt_jet_n_multi:Absolute:4:4:8.5:9.5:8.5:9.5:Table 165
+2D:xs:particle:incl:reco_t2_pt_jet_n_multi:Relative:5.5:6.5:Table 166
+2D:xs:particle:incl:reco_t2_pt_jet_n_multi:Relative:6.5:7.5:Table 167
+2D:xs:particle:incl:reco_t2_pt_jet_n_multi:Relative:7.5:8.5:Table 168
+2D:xs:particle:incl:reco_t2_pt_jet_n_multi:Relative:8.5:9.5:Table 169
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Relative:1:1:5.5:6.5:5.5:6.5:Table 170
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Relative:2:1:6.5:7.5:5.5:6.5:Table 171
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Relative:2:2:6.5:7.5:6.5:7.5:Table 172
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Relative:3:1:7.5:8.5:5.5:6.5:Table 173
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Relative:3:2:7.5:8.5:6.5:7.5:Table 174
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Relative:3:3:7.5:8.5:7.5:8.5:Table 175
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Relative:4:1:8.5:9.5:5.5:6.5:Table 176
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Relative:4:2:8.5:9.5:6.5:7.5:Table 177
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Relative:4:3:8.5:9.5:7.5:8.5:Table 178
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Relative:4:4:8.5:9.5:8.5:9.5:Table 179
+2D:xs:particle:incl:reco_t2_pt_jet_n_multi:Absolute:5.5:6.5:Table 180
+2D:xs:particle:incl:reco_t2_pt_jet_n_multi:Absolute:6.5:7.5:Table 181
+2D:xs:particle:incl:reco_t2_pt_jet_n_multi:Absolute:7.5:8.5:Table 182
+2D:xs:particle:incl:reco_t2_pt_jet_n_multi:Absolute:8.5:9.5:Table 183
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Absolute:1:1:5.5:6.5:5.5:6.5:Table 184
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Absolute:2:1:6.5:7.5:5.5:6.5:Table 185
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Absolute:2:2:6.5:7.5:6.5:7.5:Table 186
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Absolute:3:1:7.5:8.5:5.5:6.5:Table 187
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Absolute:3:2:7.5:8.5:6.5:7.5:Table 188
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Absolute:3:3:7.5:8.5:7.5:8.5:Table 189
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Absolute:4:1:8.5:9.5:5.5:6.5:Table 190
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Absolute:4:2:8.5:9.5:6.5:7.5:Table 191
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Absolute:4:3:8.5:9.5:7.5:8.5:Table 192
+2D:cov:particle:incl:reco_t2_pt_jet_n_multi:Absolute:4:4:8.5:9.5:8.5:9.5:Table 193
+2D:xs:particle:incl:reco_tt_pt_jet_n_multi:Relative:5.5:6.5:Table 194
+2D:xs:particle:incl:reco_tt_pt_jet_n_multi:Relative:6.5:7.5:Table 195
+2D:xs:particle:incl:reco_tt_pt_jet_n_multi:Relative:7.5:8.5:Table 196
+2D:xs:particle:incl:reco_tt_pt_jet_n_multi:Relative:8.5:9.5:Table 197
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Relative:1:1:5.5:6.5:5.5:6.5:Table 198
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Relative:2:1:6.5:7.5:5.5:6.5:Table 199
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Relative:2:2:6.5:7.5:6.5:7.5:Table 200
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Relative:3:1:7.5:8.5:5.5:6.5:Table 201
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Relative:3:2:7.5:8.5:6.5:7.5:Table 202
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Relative:3:3:7.5:8.5:7.5:8.5:Table 203
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Relative:4:1:8.5:9.5:5.5:6.5:Table 204
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Relative:4:2:8.5:9.5:6.5:7.5:Table 205
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Relative:4:3:8.5:9.5:7.5:8.5:Table 206
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Relative:4:4:8.5:9.5:8.5:9.5:Table 207
+2D:xs:particle:incl:reco_tt_pt_jet_n_multi:Absolute:5.5:6.5:Table 208
+2D:xs:particle:incl:reco_tt_pt_jet_n_multi:Absolute:6.5:7.5:Table 209
+2D:xs:particle:incl:reco_tt_pt_jet_n_multi:Absolute:7.5:8.5:Table 210
+2D:xs:particle:incl:reco_tt_pt_jet_n_multi:Absolute:8.5:9.5:Table 211
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Absolute:1:1:5.5:6.5:5.5:6.5:Table 212
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Absolute:2:1:6.5:7.5:5.5:6.5:Table 213
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Absolute:2:2:6.5:7.5:6.5:7.5:Table 214
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Absolute:3:1:7.5:8.5:5.5:6.5:Table 215
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Absolute:3:2:7.5:8.5:6.5:7.5:Table 216
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Absolute:3:3:7.5:8.5:7.5:8.5:Table 217
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Absolute:4:1:8.5:9.5:5.5:6.5:Table 218
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Absolute:4:2:8.5:9.5:6.5:7.5:Table 219
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Absolute:4:3:8.5:9.5:7.5:8.5:Table 220
+2D:cov:particle:incl:reco_tt_pt_jet_n_multi:Absolute:4:4:8.5:9.5:8.5:9.5:Table 221
+2D:xs:particle:incl:reco_absPout_jet_n_multi:Relative:5.5:6.5:Table 222
+2D:xs:particle:incl:reco_absPout_jet_n_multi:Relative:6.5:7.5:Table 223
+2D:xs:particle:incl:reco_absPout_jet_n_multi:Relative:7.5:8.5:Table 224
+2D:xs:particle:incl:reco_absPout_jet_n_multi:Relative:8.5:9.5:Table 225
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Relative:1:1:5.5:6.5:5.5:6.5:Table 226
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Relative:2:1:6.5:7.5:5.5:6.5:Table 227
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Relative:2:2:6.5:7.5:6.5:7.5:Table 228
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Relative:3:1:7.5:8.5:5.5:6.5:Table 229
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Relative:3:2:7.5:8.5:6.5:7.5:Table 230
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Relative:3:3:7.5:8.5:7.5:8.5:Table 231
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Relative:4:1:8.5:9.5:5.5:6.5:Table 232
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Relative:4:2:8.5:9.5:6.5:7.5:Table 233
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Relative:4:3:8.5:9.5:7.5:8.5:Table 234
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Relative:4:4:8.5:9.5:8.5:9.5:Table 235
+2D:xs:particle:incl:reco_absPout_jet_n_multi:Absolute:5.5:6.5:Table 236
+2D:xs:particle:incl:reco_absPout_jet_n_multi:Absolute:6.5:7.5:Table 237
+2D:xs:particle:incl:reco_absPout_jet_n_multi:Absolute:7.5:8.5:Table 238
+2D:xs:particle:incl:reco_absPout_jet_n_multi:Absolute:8.5:9.5:Table 239
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Absolute:1:1:5.5:6.5:5.5:6.5:Table 240
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Absolute:2:1:6.5:7.5:5.5:6.5:Table 241
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Absolute:2:2:6.5:7.5:6.5:7.5:Table 242
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Absolute:3:1:7.5:8.5:5.5:6.5:Table 243
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Absolute:3:2:7.5:8.5:6.5:7.5:Table 244
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Absolute:3:3:7.5:8.5:7.5:8.5:Table 245
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Absolute:4:1:8.5:9.5:5.5:6.5:Table 246
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Absolute:4:2:8.5:9.5:6.5:7.5:Table 247
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Absolute:4:3:8.5:9.5:7.5:8.5:Table 248
+2D:cov:particle:incl:reco_absPout_jet_n_multi:Absolute:4:4:8.5:9.5:8.5:9.5:Table 249
+2D:xs:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:5.5:6.5:Table 250
+2D:xs:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:6.5:7.5:Table 251
+2D:xs:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:7.5:8.5:Table 252
+2D:xs:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:8.5:9.5:Table 253
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:1:1:5.5:6.5:5.5:6.5:Table 254
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:2:1:6.5:7.5:5.5:6.5:Table 255
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:2:2:6.5:7.5:6.5:7.5:Table 256
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:3:1:7.5:8.5:5.5:6.5:Table 257
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:3:2:7.5:8.5:6.5:7.5:Table 258
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:3:3:7.5:8.5:7.5:8.5:Table 259
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:4:1:8.5:9.5:5.5:6.5:Table 260
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:4:2:8.5:9.5:6.5:7.5:Table 261
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:4:3:8.5:9.5:7.5:8.5:Table 262
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Relative:4:4:8.5:9.5:8.5:9.5:Table 263
+2D:xs:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:5.5:6.5:Table 264
+2D:xs:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:6.5:7.5:Table 265
+2D:xs:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:7.5:8.5:Table 266
+2D:xs:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:8.5:9.5:Table 267
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:1:1:5.5:6.5:5.5:6.5:Table 268
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:2:1:6.5:7.5:5.5:6.5:Table 269
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:2:2:6.5:7.5:6.5:7.5:Table 270
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:3:1:7.5:8.5:5.5:6.5:Table 271
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:3:2:7.5:8.5:6.5:7.5:Table 272
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:3:3:7.5:8.5:7.5:8.5:Table 273
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:4:1:8.5:9.5:5.5:6.5:Table 274
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:4:2:8.5:9.5:6.5:7.5:Table 275
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:4:3:8.5:9.5:7.5:8.5:Table 276
+2D:cov:particle:incl:reco_DeltaPhi_jet_n_multi:Absolute:4:4:8.5:9.5:8.5:9.5:Table 277
+2D:xs:particle:incl:reco_absPcross_jet_n_multi:Relative:5.5:6.5:Table 278
+2D:xs:particle:incl:reco_absPcross_jet_n_multi:Relative:6.5:7.5:Table 279
+2D:xs:particle:incl:reco_absPcross_jet_n_multi:Relative:7.5:8.5:Table 280
+2D:xs:particle:incl:reco_absPcross_jet_n_multi:Relative:8.5:9.5:Table 281
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Relative:1:1:5.5:6.5:5.5:6.5:Table 282
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Relative:2:1:6.5:7.5:5.5:6.5:Table 283
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Relative:2:2:6.5:7.5:6.5:7.5:Table 284
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Relative:3:1:7.5:8.5:5.5:6.5:Table 285
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Relative:3:2:7.5:8.5:6.5:7.5:Table 286
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Relative:3:3:7.5:8.5:7.5:8.5:Table 287
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Relative:4:1:8.5:9.5:5.5:6.5:Table 288
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Relative:4:2:8.5:9.5:6.5:7.5:Table 289
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Relative:4:3:8.5:9.5:7.5:8.5:Table 290
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Relative:4:4:8.5:9.5:8.5:9.5:Table 291
+2D:xs:particle:incl:reco_absPcross_jet_n_multi:Absolute:5.5:6.5:Table 292
+2D:xs:particle:incl:reco_absPcross_jet_n_multi:Absolute:6.5:7.5:Table 293
+2D:xs:particle:incl:reco_absPcross_jet_n_multi:Absolute:7.5:8.5:Table 294
+2D:xs:particle:incl:reco_absPcross_jet_n_multi:Absolute:8.5:9.5:Table 295
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Absolute:1:1:5.5:6.5:5.5:6.5:Table 296
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Absolute:2:1:6.5:7.5:5.5:6.5:Table 297
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Absolute:2:2:6.5:7.5:6.5:7.5:Table 298
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Absolute:3:1:7.5:8.5:5.5:6.5:Table 299
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Absolute:3:2:7.5:8.5:6.5:7.5:Table 300
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Absolute:3:3:7.5:8.5:7.5:8.5:Table 301
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Absolute:4:1:8.5:9.5:5.5:6.5:Table 302
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Absolute:4:2:8.5:9.5:6.5:7.5:Table 303
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Absolute:4:3:8.5:9.5:7.5:8.5:Table 304
+2D:cov:particle:incl:reco_absPcross_jet_n_multi:Absolute:4:4:8.5:9.5:8.5:9.5:Table 305
+2D:xs:particle:incl:reco_t2_pt_m_multi:Relative:0.0:620.0:Table 306
+2D:xs:particle:incl:reco_t2_pt_m_multi:Relative:620.0:835.0:Table 307
+2D:xs:particle:incl:reco_t2_pt_m_multi:Relative:835.0:1050.0:Table 308
+2D:xs:particle:incl:reco_t2_pt_m_multi:Relative:1050.0:3000.0:Table 309
+2D:cov:particle:incl:reco_t2_pt_m_multi:Relative:1:1:0.0:620.0:0.0:620.0:Table 310
+2D:cov:particle:incl:reco_t2_pt_m_multi:Relative:2:1:620.0:835.0:0.0:620.0:Table 311
+2D:cov:particle:incl:reco_t2_pt_m_multi:Relative:2:2:620.0:835.0:620.0:835.0:Table 312
+2D:cov:particle:incl:reco_t2_pt_m_multi:Relative:3:1:835.0:1050.0:0.0:620.0:Table 313
+2D:cov:particle:incl:reco_t2_pt_m_multi:Relative:3:2:835.0:1050.0:620.0:835.0:Table 314
+2D:cov:particle:incl:reco_t2_pt_m_multi:Relative:3:3:835.0:1050.0:835.0:1050.0:Table 315
+2D:cov:particle:incl:reco_t2_pt_m_multi:Relative:4:1:1050.0:3000.0:0.0:620.0:Table 316
+2D:cov:particle:incl:reco_t2_pt_m_multi:Relative:4:2:1050.0:3000.0:620.0:835.0:Table 317
+2D:cov:particle:incl:reco_t2_pt_m_multi:Relative:4:3:1050.0:3000.0:835.0:1050.0:Table 318
+2D:cov:particle:incl:reco_t2_pt_m_multi:Relative:4:4:1050.0:3000.0:1050.0:3000.0:Table 319
+2D:xs:particle:incl:reco_t2_pt_m_multi:Absolute:0.0:620.0:Table 320
+2D:xs:particle:incl:reco_t2_pt_m_multi:Absolute:620.0:835.0:Table 321
+2D:xs:particle:incl:reco_t2_pt_m_multi:Absolute:835.0:1050.0:Table 322
+2D:xs:particle:incl:reco_t2_pt_m_multi:Absolute:1050.0:3000.0:Table 323
+2D:cov:particle:incl:reco_t2_pt_m_multi:Absolute:1:1:0.0:620.0:0.0:620.0:Table 324
+2D:cov:particle:incl:reco_t2_pt_m_multi:Absolute:2:1:620.0:835.0:0.0:620.0:Table 325
+2D:cov:particle:incl:reco_t2_pt_m_multi:Absolute:2:2:620.0:835.0:620.0:835.0:Table 326
+2D:cov:particle:incl:reco_t2_pt_m_multi:Absolute:3:1:835.0:1050.0:0.0:620.0:Table 327
+2D:cov:particle:incl:reco_t2_pt_m_multi:Absolute:3:2:835.0:1050.0:620.0:835.0:Table 328
+2D:cov:particle:incl:reco_t2_pt_m_multi:Absolute:3:3:835.0:1050.0:835.0:1050.0:Table 329
+2D:cov:particle:incl:reco_t2_pt_m_multi:Absolute:4:1:1050.0:3000.0:0.0:620.0:Table 330
+2D:cov:particle:incl:reco_t2_pt_m_multi:Absolute:4:2:1050.0:3000.0:620.0:835.0:Table 331
+2D:cov:particle:incl:reco_t2_pt_m_multi:Absolute:4:3:1050.0:3000.0:835.0:1050.0:Table 332
+2D:cov:particle:incl:reco_t2_pt_m_multi:Absolute:4:4:1050.0:3000.0:1050.0:3000.0:Table 333
+2D:xs:particle:incl:reco_tt_pt_m_multi:Relative:0.0:620.0:Table 334
+2D:xs:particle:incl:reco_tt_pt_m_multi:Relative:620.0:835.0:Table 335
+2D:xs:particle:incl:reco_tt_pt_m_multi:Relative:835.0:1050.0:Table 336
+2D:xs:particle:incl:reco_tt_pt_m_multi:Relative:1050.0:3000.0:Table 337
+2D:cov:particle:incl:reco_tt_pt_m_multi:Relative:1:1:0.0:620.0:0.0:620.0:Table 338
+2D:cov:particle:incl:reco_tt_pt_m_multi:Relative:2:1:620.0:835.0:0.0:620.0:Table 339
+2D:cov:particle:incl:reco_tt_pt_m_multi:Relative:2:2:620.0:835.0:620.0:835.0:Table 340
+2D:cov:particle:incl:reco_tt_pt_m_multi:Relative:3:1:835.0:1050.0:0.0:620.0:Table 341
+2D:cov:particle:incl:reco_tt_pt_m_multi:Relative:3:2:835.0:1050.0:620.0:835.0:Table 342
+2D:cov:particle:incl:reco_tt_pt_m_multi:Relative:3:3:835.0:1050.0:835.0:1050.0:Table 343
+2D:cov:particle:incl:reco_tt_pt_m_multi:Relative:4:1:1050.0:3000.0:0.0:620.0:Table 344
+2D:cov:particle:incl:reco_tt_pt_m_multi:Relative:4:2:1050.0:3000.0:620.0:835.0:Table 345
+2D:cov:particle:incl:reco_tt_pt_m_multi:Relative:4:3:1050.0:3000.0:835.0:1050.0:Table 346
+2D:cov:particle:incl:reco_tt_pt_m_multi:Relative:4:4:1050.0:3000.0:1050.0:3000.0:Table 347
+2D:xs:particle:incl:reco_tt_pt_m_multi:Absolute:0.0:620.0:Table 348
+2D:xs:particle:incl:reco_tt_pt_m_multi:Absolute:620.0:835.0:Table 349
+2D:xs:particle:incl:reco_tt_pt_m_multi:Absolute:835.0:1050.0:Table 350
+2D:xs:particle:incl:reco_tt_pt_m_multi:Absolute:1050.0:3000.0:Table 351
+2D:cov:particle:incl:reco_tt_pt_m_multi:Absolute:1:1:0.0:620.0:0.0:620.0:Table 352
+2D:cov:particle:incl:reco_tt_pt_m_multi:Absolute:2:1:620.0:835.0:0.0:620.0:Table 353
+2D:cov:particle:incl:reco_tt_pt_m_multi:Absolute:2:2:620.0:835.0:620.0:835.0:Table 354
+2D:cov:particle:incl:reco_tt_pt_m_multi:Absolute:3:1:835.0:1050.0:0.0:620.0:Table 355
+2D:cov:particle:incl:reco_tt_pt_m_multi:Absolute:3:2:835.0:1050.0:620.0:835.0:Table 356
+2D:cov:particle:incl:reco_tt_pt_m_multi:Absolute:3:3:835.0:1050.0:835.0:1050.0:Table 357
+2D:cov:particle:incl:reco_tt_pt_m_multi:Absolute:4:1:1050.0:3000.0:0.0:620.0:Table 358
+2D:cov:particle:incl:reco_tt_pt_m_multi:Absolute:4:2:1050.0:3000.0:620.0:835.0:Table 359
+2D:cov:particle:incl:reco_tt_pt_m_multi:Absolute:4:3:1050.0:3000.0:835.0:1050.0:Table 360
+2D:cov:particle:incl:reco_tt_pt_m_multi:Absolute:4:4:1050.0:3000.0:1050.0:3000.0:Table 361
+2D:xs:particle:incl:reco_abs_tt_y_m_multi:Relative:0.0:620.0:Table 362
+2D:xs:particle:incl:reco_abs_tt_y_m_multi:Relative:620.0:835.0:Table 363
+2D:xs:particle:incl:reco_abs_tt_y_m_multi:Relative:835.0:1050.0:Table 364
+2D:xs:particle:incl:reco_abs_tt_y_m_multi:Relative:1050.0:3000.0:Table 365
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Relative:1:1:0.0:620.0:0.0:620.0:Table 366
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Relative:2:1:620.0:835.0:0.0:620.0:Table 367
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Relative:2:2:620.0:835.0:620.0:835.0:Table 368
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Relative:3:1:835.0:1050.0:0.0:620.0:Table 369
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Relative:3:2:835.0:1050.0:620.0:835.0:Table 370
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Relative:3:3:835.0:1050.0:835.0:1050.0:Table 371
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Relative:4:1:1050.0:3000.0:0.0:620.0:Table 372
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Relative:4:2:1050.0:3000.0:620.0:835.0:Table 373
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Relative:4:3:1050.0:3000.0:835.0:1050.0:Table 374
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Relative:4:4:1050.0:3000.0:1050.0:3000.0:Table 375
+2D:xs:particle:incl:reco_abs_tt_y_m_multi:Absolute:0.0:620.0:Table 376
+2D:xs:particle:incl:reco_abs_tt_y_m_multi:Absolute:620.0:835.0:Table 377
+2D:xs:particle:incl:reco_abs_tt_y_m_multi:Absolute:835.0:1050.0:Table 378
+2D:xs:particle:incl:reco_abs_tt_y_m_multi:Absolute:1050.0:3000.0:Table 379
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Absolute:1:1:0.0:620.0:0.0:620.0:Table 380
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Absolute:2:1:620.0:835.0:0.0:620.0:Table 381
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Absolute:2:2:620.0:835.0:620.0:835.0:Table 382
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Absolute:3:1:835.0:1050.0:0.0:620.0:Table 383
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Absolute:3:2:835.0:1050.0:620.0:835.0:Table 384
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Absolute:3:3:835.0:1050.0:835.0:1050.0:Table 385
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Absolute:4:1:1050.0:3000.0:0.0:620.0:Table 386
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Absolute:4:2:1050.0:3000.0:620.0:835.0:Table 387
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Absolute:4:3:1050.0:3000.0:835.0:1050.0:Table 388
+2D:cov:particle:incl:reco_abs_tt_y_m_multi:Absolute:4:4:1050.0:3000.0:1050.0:3000.0:Table 389
+2D:xs:particle:incl:reco_t1_pt_t2_pt_multi:Relative:0.0:175.0:Table 390
+2D:xs:particle:incl:reco_t1_pt_t2_pt_multi:Relative:175.0:275.0:Table 391
+2D:xs:particle:incl:reco_t1_pt_t2_pt_multi:Relative:275.0:385.0:Table 392
+2D:xs:particle:incl:reco_t1_pt_t2_pt_multi:Relative:385.0:1000.0:Table 393
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Relative:1:1:0.0:175.0:0.0:175.0:Table 394
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Relative:2:1:175.0:275.0:0.0:175.0:Table 395
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Relative:2:2:175.0:275.0:175.0:275.0:Table 396
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Relative:3:1:275.0:385.0:0.0:175.0:Table 397
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Relative:3:2:275.0:385.0:175.0:275.0:Table 398
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Relative:3:3:275.0:385.0:275.0:385.0:Table 399
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Relative:4:1:385.0:1000.0:0.0:175.0:Table 400
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Relative:4:2:385.0:1000.0:175.0:275.0:Table 401
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Relative:4:3:385.0:1000.0:275.0:385.0:Table 402
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Relative:4:4:385.0:1000.0:385.0:1000.0:Table 403
+2D:xs:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:0.0:175.0:Table 404
+2D:xs:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:175.0:275.0:Table 405
+2D:xs:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:275.0:385.0:Table 406
+2D:xs:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:385.0:1000.0:Table 407
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:1:1:0.0:175.0:0.0:175.0:Table 408
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:2:1:175.0:275.0:0.0:175.0:Table 409
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:2:2:175.0:275.0:175.0:275.0:Table 410
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:3:1:275.0:385.0:0.0:175.0:Table 411
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:3:2:275.0:385.0:175.0:275.0:Table 412
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:3:3:275.0:385.0:275.0:385.0:Table 413
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:4:1:385.0:1000.0:0.0:175.0:Table 414
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:4:2:385.0:1000.0:175.0:275.0:Table 415
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:4:3:385.0:1000.0:275.0:385.0:Table 416
+2D:cov:particle:incl:reco_t1_pt_t2_pt_multi:Absolute:4:4:385.0:1000.0:385.0:1000.0:Table 417
+2D:xs:particle:incl:reco_t1_pt_m_multi_y0:Relative:0.0:645.0:Table 418
+2D:xs:particle:incl:reco_t1_pt_m_multi_y0:Relative:645.0:795.0:Table 419
+2D:xs:particle:incl:reco_t1_pt_m_multi_y0:Relative:795.0:1080.0:Table 420
+2D:xs:particle:incl:reco_t1_pt_m_multi_y0:Relative:1080.0:3000.0:Table 421
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Relative:1:1:0.0:645.0:0.0:645.0:Table 422
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Relative:2:1:645.0:795.0:0.0:645.0:Table 423
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Relative:2:2:645.0:795.0:645.0:795.0:Table 424
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Relative:3:1:795.0:1080.0:0.0:645.0:Table 425
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Relative:3:2:795.0:1080.0:645.0:795.0:Table 426
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Relative:3:3:795.0:1080.0:795.0:1080.0:Table 427
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Relative:4:1:1080.0:3000.0:0.0:645.0:Table 428
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Relative:4:2:1080.0:3000.0:645.0:795.0:Table 429
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Relative:4:3:1080.0:3000.0:795.0:1080.0:Table 430
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Relative:4:4:1080.0:3000.0:1080.0:3000.0:Table 431
+2D:xs:particle:incl:reco_t1_pt_m_multi_y0:Absolute:0.0:645.0:Table 432
+2D:xs:particle:incl:reco_t1_pt_m_multi_y0:Absolute:645.0:795.0:Table 433
+2D:xs:particle:incl:reco_t1_pt_m_multi_y0:Absolute:795.0:1080.0:Table 434
+2D:xs:particle:incl:reco_t1_pt_m_multi_y0:Absolute:1080.0:3000.0:Table 435
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Absolute:1:1:0.0:645.0:0.0:645.0:Table 436
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Absolute:2:1:645.0:795.0:0.0:645.0:Table 437
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Absolute:2:2:645.0:795.0:645.0:795.0:Table 438
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Absolute:3:1:795.0:1080.0:0.0:645.0:Table 439
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Absolute:3:2:795.0:1080.0:645.0:795.0:Table 440
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Absolute:3:3:795.0:1080.0:795.0:1080.0:Table 441
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Absolute:4:1:1080.0:3000.0:0.0:645.0:Table 442
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Absolute:4:2:1080.0:3000.0:645.0:795.0:Table 443
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Absolute:4:3:1080.0:3000.0:795.0:1080.0:Table 444
+2D:cov:particle:incl:reco_t1_pt_m_multi_y0:Absolute:4:4:1080.0:3000.0:1080.0:3000.0:Table 445
+1D:xs:truth:incl:recoparton_Chitt:Relative:Table 446
+1D:cov:truth:incl:recoparton_Chitt:Relative:Table 447
+1D:xs:truth:incl:recoparton_Chitt:Absolute:Table 448
+1D:cov:truth:incl:recoparton_Chitt:Absolute:Table 449
+1D:xs:truth:incl:recoparton_tt_pt:Relative:Table 450
+1D:cov:truth:incl:recoparton_tt_pt:Relative:Table 451
+1D:xs:truth:incl:recoparton_tt_pt:Absolute:Table 452
+1D:cov:truth:incl:recoparton_tt_pt:Absolute:Table 453
+1D:xs:truth:incl:recoparton_DeltaPhi_1:Relative:Table 454
+1D:cov:truth:incl:recoparton_DeltaPhi_1:Relative:Table 455
+1D:xs:truth:incl:recoparton_DeltaPhi_1:Absolute:Table 456
+1D:cov:truth:incl:recoparton_DeltaPhi_1:Absolute:Table 457
+1D:xs:truth:incl:recoparton_t2_pt:Relative:Table 458
+1D:cov:truth:incl:recoparton_t2_pt:Relative:Table 459
+1D:xs:truth:incl:recoparton_t2_pt:Absolute:Table 460
+1D:cov:truth:incl:recoparton_t2_pt:Absolute:Table 461
+1D:xs:truth:incl:recoparton_tt_m:Relative:Table 462
+1D:cov:truth:incl:recoparton_tt_m:Relative:Table 463
+1D:xs:truth:incl:recoparton_tt_m:Absolute:Table 464
+1D:cov:truth:incl:recoparton_tt_m:Absolute:Table 465
+1D:xs:truth:incl:recoparton_abs_y_boost:Relative:Table 466
+1D:cov:truth:incl:recoparton_abs_y_boost:Relative:Table 467
+1D:xs:truth:incl:recoparton_abs_y_boost:Absolute:Table 468
+1D:cov:truth:incl:recoparton_abs_y_boost:Absolute:Table 469
+1D:xs:truth:incl:recoparton_t1_pt:Relative:Table 470
+1D:cov:truth:incl:recoparton_t1_pt:Relative:Table 471
+1D:xs:truth:incl:recoparton_t1_pt:Absolute:Table 472
+1D:cov:truth:incl:recoparton_t1_pt:Absolute:Table 473
+1D:xs:truth:incl:recoparton_abs_tt_y:Relative:Table 474
+1D:cov:truth:incl:recoparton_abs_tt_y:Relative:Table 475
+1D:xs:truth:incl:recoparton_abs_tt_y:Absolute:Table 476
+1D:cov:truth:incl:recoparton_abs_tt_y:Absolute:Table 477
+1D:xs:truth:incl:recoparton_abs_t2_y:Relative:Table 478
+1D:cov:truth:incl:recoparton_abs_t2_y:Relative:Table 479
+1D:xs:truth:incl:recoparton_abs_t2_y:Absolute:Table 480
+1D:cov:truth:incl:recoparton_abs_t2_y:Absolute:Table 481
+1D:xs:truth:incl:recoparton_HTtt:Relative:Table 482
+1D:cov:truth:incl:recoparton_HTtt:Relative:Table 483
+1D:xs:truth:incl:recoparton_HTtt:Absolute:Table 484
+1D:cov:truth:incl:recoparton_HTtt:Absolute:Table 485
+1D:xs:truth:incl:recoparton_abs_t1_y:Relative:Table 486
+1D:cov:truth:incl:recoparton_abs_t1_y:Relative:Table 487
+1D:xs:truth:incl:recoparton_abs_t1_y:Absolute:Table 488
+1D:cov:truth:incl:recoparton_abs_t1_y:Absolute:Table 489
+2D:xs:truth:incl:recoparton_abs_tt_y_m_multi_y0:Relative:0.0:700.0:Table 490
+2D:xs:truth:incl:recoparton_abs_tt_y_m_multi_y0:Relative:700.0:970.0:Table 491
+2D:xs:truth:incl:recoparton_abs_tt_y_m_multi_y0:Relative:970.0:3000.0:Table 492
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Relative:1:1:0.0:700.0:0.0:700.0:Table 493
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Relative:2:1:700.0:970.0:0.0:700.0:Table 494
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Relative:2:2:700.0:970.0:700.0:970.0:Table 495
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Relative:3:1:970.0:3000.0:0.0:700.0:Table 496
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Relative:3:2:970.0:3000.0:700.0:970.0:Table 497
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Relative:3:3:970.0:3000.0:970.0:3000.0:Table 498
+2D:xs:truth:incl:recoparton_abs_tt_y_m_multi_y0:Absolute:0.0:700.0:Table 499
+2D:xs:truth:incl:recoparton_abs_tt_y_m_multi_y0:Absolute:700.0:970.0:Table 500
+2D:xs:truth:incl:recoparton_abs_tt_y_m_multi_y0:Absolute:970.0:3000.0:Table 501
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Absolute:1:1:0.0:700.0:0.0:700.0:Table 502
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Absolute:2:1:700.0:970.0:0.0:700.0:Table 503
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Absolute:2:2:700.0:970.0:700.0:970.0:Table 504
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Absolute:3:1:970.0:3000.0:0.0:700.0:Table 505
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Absolute:3:2:970.0:3000.0:700.0:970.0:Table 506
+2D:cov:truth:incl:recoparton_abs_tt_y_m_multi_y0:Absolute:3:3:970.0:3000.0:970.0:3000.0:Table 507
+2D:xs:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:0.0:0.5:Table 508
+2D:xs:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:0.5:1.0:Table 509
+2D:xs:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:1.0:1.5:Table 510
+2D:xs:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:1.5:2.5:Table 511
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:1:1:0.0:0.5:0.0:0.5:Table 512
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:2:1:0.5:1.0:0.0:0.5:Table 513
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:2:2:0.5:1.0:0.5:1.0:Table 514
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:3:1:1.0:1.5:0.0:0.5:Table 515
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:3:2:1.0:1.5:0.5:1.0:Table 516
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:3:3:1.0:1.5:1.0:1.5:Table 517
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:4:1:1.5:2.5:0.0:0.5:Table 518
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:4:2:1.5:2.5:0.5:1.0:Table 519
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:4:3:1.5:2.5:1.0:1.5:Table 520
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Relative:4:4:1.5:2.5:1.5:2.5:Table 521
+2D:xs:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:0.0:0.5:Table 522
+2D:xs:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:0.5:1.0:Table 523
+2D:xs:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:1.0:1.5:Table 524
+2D:xs:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:1.5:2.5:Table 525
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:1:1:0.0:0.5:0.0:0.5:Table 526
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:2:1:0.5:1.0:0.0:0.5:Table 527
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:2:2:0.5:1.0:0.5:1.0:Table 528
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:3:1:1.0:1.5:0.0:0.5:Table 529
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:3:2:1.0:1.5:0.5:1.0:Table 530
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:3:3:1.0:1.5:1.0:1.5:Table 531
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:4:1:1.5:2.5:0.0:0.5:Table 532
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:4:2:1.5:2.5:0.5:1.0:Table 533
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:4:3:1.5:2.5:1.0:1.5:Table 534
+2D:cov:truth:incl:recoparton_abs_t2_y_t1_y_multi:Absolute:4:4:1.5:2.5:1.5:2.5:Table 535
+2D:xs:truth:incl:recoparton_t2_pt_m_multi:Relative:0.0:700.0:Table 536
+2D:xs:truth:incl:recoparton_t2_pt_m_multi:Relative:700.0:970.0:Table 537
+2D:xs:truth:incl:recoparton_t2_pt_m_multi:Relative:970.0:1315.0:Table 538
+2D:xs:truth:incl:recoparton_t2_pt_m_multi:Relative:1315.0:3000.0:Table 539
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Relative:1:1:0.0:700.0:0.0:700.0:Table 540
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Relative:2:1:700.0:970.0:0.0:700.0:Table 541
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Relative:2:2:700.0:970.0:700.0:970.0:Table 542
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Relative:3:1:970.0:1315.0:0.0:700.0:Table 543
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Relative:3:2:970.0:1315.0:700.0:970.0:Table 544
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Relative:3:3:970.0:1315.0:970.0:1315.0:Table 545
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Relative:4:1:1315.0:3000.0:0.0:700.0:Table 546
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Relative:4:2:1315.0:3000.0:700.0:970.0:Table 547
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Relative:4:3:1315.0:3000.0:970.0:1315.0:Table 548
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Relative:4:4:1315.0:3000.0:1315.0:3000.0:Table 549
+2D:xs:truth:incl:recoparton_t2_pt_m_multi:Absolute:0.0:700.0:Table 550
+2D:xs:truth:incl:recoparton_t2_pt_m_multi:Absolute:700.0:970.0:Table 551
+2D:xs:truth:incl:recoparton_t2_pt_m_multi:Absolute:970.0:1315.0:Table 552
+2D:xs:truth:incl:recoparton_t2_pt_m_multi:Absolute:1315.0:3000.0:Table 553
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Absolute:1:1:0.0:700.0:0.0:700.0:Table 554
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Absolute:2:1:700.0:970.0:0.0:700.0:Table 555
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Absolute:2:2:700.0:970.0:700.0:970.0:Table 556
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Absolute:3:1:970.0:1315.0:0.0:700.0:Table 557
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Absolute:3:2:970.0:1315.0:700.0:970.0:Table 558
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Absolute:3:3:970.0:1315.0:970.0:1315.0:Table 559
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Absolute:4:1:1315.0:3000.0:0.0:700.0:Table 560
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Absolute:4:2:1315.0:3000.0:700.0:970.0:Table 561
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Absolute:4:3:1315.0:3000.0:970.0:1315.0:Table 562
+2D:cov:truth:incl:recoparton_t2_pt_m_multi:Absolute:4:4:1315.0:3000.0:1315.0:3000.0:Table 563
+2D:xs:truth:incl:recoparton_abs_t1_y_m_multi_y0:Relative:0.0:700.0:Table 564
+2D:xs:truth:incl:recoparton_abs_t1_y_m_multi_y0:Relative:700.0:970.0:Table 565
+2D:xs:truth:incl:recoparton_abs_t1_y_m_multi_y0:Relative:970.0:3000.0:Table 566
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Relative:1:1:0.0:700.0:0.0:700.0:Table 567
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Relative:2:1:700.0:970.0:0.0:700.0:Table 568
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Relative:2:2:700.0:970.0:700.0:970.0:Table 569
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Relative:3:1:970.0:3000.0:0.0:700.0:Table 570
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Relative:3:2:970.0:3000.0:700.0:970.0:Table 571
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Relative:3:3:970.0:3000.0:970.0:3000.0:Table 572
+2D:xs:truth:incl:recoparton_abs_t1_y_m_multi_y0:Absolute:0.0:700.0:Table 573
+2D:xs:truth:incl:recoparton_abs_t1_y_m_multi_y0:Absolute:700.0:970.0:Table 574
+2D:xs:truth:incl:recoparton_abs_t1_y_m_multi_y0:Absolute:970.0:3000.0:Table 575
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Absolute:1:1:0.0:700.0:0.0:700.0:Table 576
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Absolute:2:1:700.0:970.0:0.0:700.0:Table 577
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Absolute:2:2:700.0:970.0:700.0:970.0:Table 578
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Absolute:3:1:970.0:3000.0:0.0:700.0:Table 579
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Absolute:3:2:970.0:3000.0:700.0:970.0:Table 580
+2D:cov:truth:incl:recoparton_abs_t1_y_m_multi_y0:Absolute:3:3:970.0:3000.0:970.0:3000.0:Table 581
+2D:xs:truth:incl:recoparton_abs_t2_y_m_multi_y0:Relative:0.0:700.0:Table 582
+2D:xs:truth:incl:recoparton_abs_t2_y_m_multi_y0:Relative:700.0:970.0:Table 583
+2D:xs:truth:incl:recoparton_abs_t2_y_m_multi_y0:Relative:970.0:3000.0:Table 584
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Relative:1:1:0.0:700.0:0.0:700.0:Table 585
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Relative:2:1:700.0:970.0:0.0:700.0:Table 586
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Relative:2:2:700.0:970.0:700.0:970.0:Table 587
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Relative:3:1:970.0:3000.0:0.0:700.0:Table 588
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Relative:3:2:970.0:3000.0:700.0:970.0:Table 589
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Relative:3:3:970.0:3000.0:970.0:3000.0:Table 590
+2D:xs:truth:incl:recoparton_abs_t2_y_m_multi_y0:Absolute:0.0:700.0:Table 591
+2D:xs:truth:incl:recoparton_abs_t2_y_m_multi_y0:Absolute:700.0:970.0:Table 592
+2D:xs:truth:incl:recoparton_abs_t2_y_m_multi_y0:Absolute:970.0:3000.0:Table 593
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Absolute:1:1:0.0:700.0:0.0:700.0:Table 594
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Absolute:2:1:700.0:970.0:0.0:700.0:Table 595
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Absolute:2:2:700.0:970.0:700.0:970.0:Table 596
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Absolute:3:1:970.0:3000.0:0.0:700.0:Table 597
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Absolute:3:2:970.0:3000.0:700.0:970.0:Table 598
+2D:cov:truth:incl:recoparton_abs_t2_y_m_multi_y0:Absolute:3:3:970.0:3000.0:970.0:3000.0:Table 599
+2D:xs:truth:incl:recoparton_tt_pt_m_multi:Relative:0.0:700.0:Table 600
+2D:xs:truth:incl:recoparton_tt_pt_m_multi:Relative:700.0:970.0:Table 601
+2D:xs:truth:incl:recoparton_tt_pt_m_multi:Relative:970.0:1315.0:Table 602
+2D:xs:truth:incl:recoparton_tt_pt_m_multi:Relative:1315.0:3000.0:Table 603
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Relative:1:1:0.0:700.0:0.0:700.0:Table 604
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Relative:2:1:700.0:970.0:0.0:700.0:Table 605
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Relative:2:2:700.0:970.0:700.0:970.0:Table 606
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Relative:3:1:970.0:1315.0:0.0:700.0:Table 607
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Relative:3:2:970.0:1315.0:700.0:970.0:Table 608
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Relative:3:3:970.0:1315.0:970.0:1315.0:Table 609
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Relative:4:1:1315.0:3000.0:0.0:700.0:Table 610
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Relative:4:2:1315.0:3000.0:700.0:970.0:Table 611
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Relative:4:3:1315.0:3000.0:970.0:1315.0:Table 612
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Relative:4:4:1315.0:3000.0:1315.0:3000.0:Table 613
+2D:xs:truth:incl:recoparton_tt_pt_m_multi:Absolute:0.0:700.0:Table 614
+2D:xs:truth:incl:recoparton_tt_pt_m_multi:Absolute:700.0:970.0:Table 615
+2D:xs:truth:incl:recoparton_tt_pt_m_multi:Absolute:970.0:1315.0:Table 616
+2D:xs:truth:incl:recoparton_tt_pt_m_multi:Absolute:1315.0:3000.0:Table 617
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Absolute:1:1:0.0:700.0:0.0:700.0:Table 618
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Absolute:2:1:700.0:970.0:0.0:700.0:Table 619
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Absolute:2:2:700.0:970.0:700.0:970.0:Table 620
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Absolute:3:1:970.0:1315.0:0.0:700.0:Table 621
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Absolute:3:2:970.0:1315.0:700.0:970.0:Table 622
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Absolute:3:3:970.0:1315.0:970.0:1315.0:Table 623
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Absolute:4:1:1315.0:3000.0:0.0:700.0:Table 624
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Absolute:4:2:1315.0:3000.0:700.0:970.0:Table 625
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Absolute:4:3:1315.0:3000.0:970.0:1315.0:Table 626
+2D:cov:truth:incl:recoparton_tt_pt_m_multi:Absolute:4:4:1315.0:3000.0:1315.0:3000.0:Table 627
+2D:xs:truth:incl:recoparton_t1_pt_m_multi_y0:Relative:0.0:700.0:Table 628
+2D:xs:truth:incl:recoparton_t1_pt_m_multi_y0:Relative:700.0:970.0:Table 629
+2D:xs:truth:incl:recoparton_t1_pt_m_multi_y0:Relative:970.0:3000.0:Table 630
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Relative:1:1:0.0:700.0:0.0:700.0:Table 631
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Relative:2:1:700.0:970.0:0.0:700.0:Table 632
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Relative:2:2:700.0:970.0:700.0:970.0:Table 633
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Relative:3:1:970.0:3000.0:0.0:700.0:Table 634
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Relative:3:2:970.0:3000.0:700.0:970.0:Table 635
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Relative:3:3:970.0:3000.0:970.0:3000.0:Table 636
+2D:xs:truth:incl:recoparton_t1_pt_m_multi_y0:Absolute:0.0:700.0:Table 637
+2D:xs:truth:incl:recoparton_t1_pt_m_multi_y0:Absolute:700.0:970.0:Table 638
+2D:xs:truth:incl:recoparton_t1_pt_m_multi_y0:Absolute:970.0:3000.0:Table 639
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Absolute:1:1:0.0:700.0:0.0:700.0:Table 640
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Absolute:2:1:700.0:970.0:0.0:700.0:Table 641
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Absolute:2:2:700.0:970.0:700.0:970.0:Table 642
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Absolute:3:1:970.0:3000.0:0.0:700.0:Table 643
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Absolute:3:2:970.0:3000.0:700.0:970.0:Table 644
+2D:cov:truth:incl:recoparton_t1_pt_m_multi_y0:Absolute:3:3:970.0:3000.0:970.0:3000.0:Table 645
+2D:xs:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:0.0:170.0:Table 646
+2D:xs:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:170.0:290.0:Table 647
+2D:xs:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:290.0:450.0:Table 648
+2D:xs:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:450.0:1000.0:Table 649
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:1:1:0.0:170.0:0.0:170.0:Table 650
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:2:1:170.0:290.0:0.0:170.0:Table 651
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:2:2:170.0:290.0:170.0:290.0:Table 652
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:3:1:290.0:450.0:0.0:170.0:Table 653
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:3:2:290.0:450.0:170.0:290.0:Table 654
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:3:3:290.0:450.0:290.0:450.0:Table 655
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:4:1:450.0:1000.0:0.0:170.0:Table 656
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:4:2:450.0:1000.0:170.0:290.0:Table 657
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:4:3:450.0:1000.0:290.0:450.0:Table 658
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Relative:4:4:450.0:1000.0:450.0:1000.0:Table 659
+2D:xs:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:0.0:170.0:Table 660
+2D:xs:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:170.0:290.0:Table 661
+2D:xs:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:290.0:450.0:Table 662
+2D:xs:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:450.0:1000.0:Table 663
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:1:1:0.0:170.0:0.0:170.0:Table 664
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:2:1:170.0:290.0:0.0:170.0:Table 665
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:2:2:170.0:290.0:170.0:290.0:Table 666
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:3:1:290.0:450.0:0.0:170.0:Table 667
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:3:2:290.0:450.0:170.0:290.0:Table 668
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:3:3:290.0:450.0:290.0:450.0:Table 669
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:4:1:450.0:1000.0:0.0:170.0:Table 670
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:4:2:450.0:1000.0:170.0:290.0:Table 671
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:4:3:450.0:1000.0:290.0:450.0:Table 672
+2D:cov:truth:incl:recoparton_t1_pt_t2_pt_multi:Absolute:4:4:450.0:1000.0:450.0:1000.0:Table 673
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/submission.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/submission.yaml
new file mode 100644
index 0000000000..6290259870
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/rawdata/submission.yaml
@@ -0,0 +1,11974 @@
+additional_resources:
+- {description: web page with auxiliary material, location: 'https://atlas.web.cern.ch/Atlas/GROUPS/PHYSICS/PAPERS/TOPQ-2018-18/'}
+comment: "Single- and double-differential cross-section measurements are presented for the production of top-quark pairs, in the\
+  \ all hadronic channel in the resolved topology at particle and parton level. The results are presented as a function of several\
+  \ kinematic variables characterising the top and $t\\bar{t}$ system and\
+  \ jet multiplicities. The study was performed using data from pp collisions at centre-of-mass energy of 13 TeV collected\
+  \ in 2015 and 2016 by the ATLAS detector at the CERN Large Hadron Collider (LHC), corresponding to an integrated luminosity\
+  \ of 36 fb$^{−1}$. Due to the large $t\\bar{t}$ cross-section at the LHC, such measurements allow a detailed study of the\
+  \ properties of top-quark production and decay, enabling precision tests of several Monte Carlo generators and fixed-order\
+  \ Standard Model predictions. Overall, there is good agreement between the theoretical predictions and the data.\n"
+
+hepdata_doi: 10.1007/JHEP01(2021)033 
+modifications:
+- {action: Encoded, date: 27 Jan 2021, who: Serena Palazzo, Marino Romano}
+record_ids:
+- {id: 1801434, type: inspire}
+keywords:
+- name: phrases
+  values: [Proton-Proton Scattering, Top, Top-quark]
+  
+  
+---
+data_file: dummy.yaml
+description: '- - - - - - - - Overview of HEPData Record - - - - - - - - <br/><br/>
+<b>Fiducial phase space definition:</b><br/>
+<ul>
+<li> NLEP = 0, either E or MU, PT &gt; 15 GeV, ABS ETA &lt; 1.37
+<li> NJETS &gt;= 6, PT &gt; 25 GeV, ABS ETA &lt; 2.5
+<li> NBJETS &gt;= 2
+</ul><br/>
+<b>Particle level:</b><br/>
+<u>1D:</u><br/>
+Spectra:
+<ul>
+<li><a href="103063?version=1&table=Table 1">1/SIG*DSIG/DDR_E1J1</a> (Table 1)
+<li><a href="103063?version=1&table=Table 3">DSIG/DDR_E1J1</a> (Table 3)
+<li><a href="103063?version=1&table=Table 5">1/SIG*DSIG/DABS_T1_Y</a> (Table 5)
+<li><a href="103063?version=1&table=Table 7">DSIG/DABS_T1_Y</a> (Table 7)
+<li><a href="103063?version=1&table=Table 9">1/SIG*DSIG/DTT_M</a> (Table 9)
+<li><a href="103063?version=1&table=Table 11">DSIG/DTT_M</a> (Table 11)
+<li><a href="103063?version=1&table=Table 13">1/SIG*DSIG/DABS_T2_Y</a> (Table 13)
+<li><a href="103063?version=1&table=Table 15">DSIG/DABS_T2_Y</a> (Table 15)
+<li><a href="103063?version=1&table=Table 17">1/SIG*DSIG/DABS_TT_Y</a> (Table 17)
+<li><a href="103063?version=1&table=Table 19">DSIG/DABS_TT_Y</a> (Table 19)
+<li><a href="103063?version=1&table=Table 21">1/SIG*DSIG/DT1_PT</a> (Table 21)
+<li><a href="103063?version=1&table=Table 23">DSIG/DT1_PT</a> (Table 23)
+<li><a href="103063?version=1&table=Table 25">1/SIG*DSIG/DT2_PT</a> (Table 25)
+<li><a href="103063?version=1&table=Table 27">DSIG/DT2_PT</a> (Table 27)
+<li><a href="103063?version=1&table=Table 29">1/SIG*DSIG/DTT_PT</a> (Table 29)
+<li><a href="103063?version=1&table=Table 31">DSIG/DTT_PT</a> (Table 31)
+<li><a href="103063?version=1&table=Table 33">1/SIG*DSIG/DN_JETS</a> (Table 33)
+<li><a href="103063?version=1&table=Table 35">DSIG/DN_JETS</a> (Table 35)
+<li><a href="103063?version=1&table=Table 37">1/SIG*DSIG/DDELTAPHI</a> (Table 37)
+<li><a href="103063?version=1&table=Table 39">DSIG/DDELTAPHI</a> (Table 39)
+<li><a href="103063?version=1&table=Table 41">1/SIG*DSIG/DABSPOUT</a> (Table 41)
+<li><a href="103063?version=1&table=Table 43">DSIG/DABSPOUT</a> (Table 43)
+<li><a href="103063?version=1&table=Table 45">1/SIG*DSIG/DABSPCROSS</a> (Table 45)
+<li><a href="103063?version=1&table=Table 47">DSIG/DABSPCROSS</a> (Table 47)
+<li><a href="103063?version=1&table=Table 49">1/SIG*DSIG/DZ_TT</a> (Table 49)
+<li><a href="103063?version=1&table=Table 51">DSIG/DZ_TT</a> (Table 51)
+<li><a href="103063?version=1&table=Table 53">1/SIG*DSIG/DHT_TT</a> (Table 53)
+<li><a href="103063?version=1&table=Table 55">DSIG/DHT_TT</a> (Table 55)
+<li><a href="103063?version=1&table=Table 57">1/SIG*DSIG/DABS_Y_BOOST </a> (Table 57)
+<li><a href="103063?version=1&table=Table 59">DSIG/DABS_Y_BOOST </a> (Table 59)
+<li><a href="103063?version=1&table=Table 61">1/SIG*DSIG/DCHI_TT</a> (Table 61)
+<li><a href="103063?version=1&table=Table 63">DSIG/DCHI_TT</a> (Table 63)
+<li><a href="103063?version=1&table=Table 65">1/SIG*DSIG/DRWT1</a> (Table 65)
+<li><a href="103063?version=1&table=Table 67">DSIG/DRWT1</a> (Table 67)
+<li><a href="103063?version=1&table=Table 69">1/SIG*DSIG/DRWT2</a> (Table 69)
+<li><a href="103063?version=1&table=Table 71">DSIG/DRWT2</a> (Table 71)
+<li><a href="103063?version=1&table=Table 73">1/SIG*DSIG/DRWB1</a> (Table 73)
+<li><a href="103063?version=1&table=Table 75">DSIG/DRWB1</a> (Table 75)
+<li><a href="103063?version=1&table=Table 77">1/SIG*DSIG/DRWB2</a> (Table 77)
+<li><a href="103063?version=1&table=Table 79">DSIG/DRWB2</a> (Table 79)
+<li><a href="103063?version=1&table=Table 81">1/SIG*DSIG/DDR_E1TC</a> (Table 81)
+<li><a href="103063?version=1&table=Table 83">DSIG/DDR_E1TC</a> (Table 83)
+<li><a href="103063?version=1&table=Table 85">1/SIG*DSIG/DDR_E2TC</a> (Table 85)
+<li><a href="103063?version=1&table=Table 87">DSIG/DDR_E2TC</a> (Table 87)
+<li><a href="103063?version=1&table=Table 89">1/SIG*DSIG/DDR_E3TC</a> (Table 89)
+<li><a href="103063?version=1&table=Table 91">DSIG/DDR_E3TC</a> (Table 91)
+<li><a href="103063?version=1&table=Table 93">1/SIG*DSIG/DRPT_E1T1</a> (Table 93)
+<li><a href="103063?version=1&table=Table 95">DSIG/DRPT_E1T1</a> (Table 95)
+<li><a href="103063?version=1&table=Table 97">1/SIG*DSIG/DRPT_E2T1</a> (Table 97)
+<li><a href="103063?version=1&table=Table 99">DSIG/DRPT_E2T1</a> (Table 99)
+<li><a href="103063?version=1&table=Table 101">1/SIG*DSIG/DRPT_E3T1</a> (Table 101)
+<li><a href="103063?version=1&table=Table 103">DSIG/DRPT_E3T1</a> (Table 103)
+<li><a href="103063?version=1&table=Table 105">1/SIG*DSIG/DRPT_TTE1</a> (Table 105)
+<li><a href="103063?version=1&table=Table 107">DSIG/DRPT_TTE1</a> (Table 107)
+<li><a href="103063?version=1&table=Table 109">1/SIG*DSIG/DRPT_E1J1</a> (Table 109)
+<li><a href="103063?version=1&table=Table 111">DSIG/DRPT_E1J1</a> (Table 111)
+<li><a href="103063?version=1&table=Table 113">1/SIG*DSIG/DRPT_E2J1</a> (Table 113)
+<li><a href="103063?version=1&table=Table 115">DSIG/DRPT_E2J1</a> (Table 115)
+<li><a href="103063?version=1&table=Table 117">1/SIG*DSIG/DRPT_E3J1</a> (Table 117)
+<li><a href="103063?version=1&table=Table 119">DSIG/DRPT_E3J1</a> (Table 119)
+<li><a href="103063?version=1&table=Table 121">1/SIG*DSIG/DDR_E2E1</a> (Table 121)
+<li><a href="103063?version=1&table=Table 123">DSIG/DDR_E2E1</a> (Table 123)
+<li><a href="103063?version=1&table=Table 125">1/SIG*DSIG/DDR_E3E1</a> (Table 125)
+<li><a href="103063?version=1&table=Table 127">DSIG/DDR_E3E1</a> (Table 127)
+<li><a href="103063?version=1&table=Table 129">1/SIG*DSIG/DRPT_E2E1</a> (Table 129)
+<li><a href="103063?version=1&table=Table 131">DSIG/DRPT_E2E1</a> (Table 131)
+<li><a href="103063?version=1&table=Table 133">1/SIG*DSIG/DRPT_E3E1</a> (Table 133)
+<li><a href="103063?version=1&table=Table 135">DSIG/DRPT_E3E1</a> (Table 135)
+<li><a href="103063?version=1&table=Table 137">SIG</a> (Table 137)
+</ul><br/>
+Covariances:
+<ul>
+<li><a href="103063?version=1&table=Table 2">1/SIG*DSIG/DDR_E1J1</a> (Table 2)
+<li><a href="103063?version=1&table=Table 4">DSIG/DDR_E1J1</a> (Table 4)
+<li><a href="103063?version=1&table=Table 6">1/SIG*DSIG/DABS_T1_Y</a> (Table 6)
+<li><a href="103063?version=1&table=Table 8">DSIG/DABS_T1_Y</a> (Table 8)
+<li><a href="103063?version=1&table=Table 10">1/SIG*DSIG/DTT_M</a> (Table 10)
+<li><a href="103063?version=1&table=Table 12">DSIG/DTT_M</a> (Table 12)
+<li><a href="103063?version=1&table=Table 14">1/SIG*DSIG/DABS_T2_Y</a> (Table 14)
+<li><a href="103063?version=1&table=Table 16">DSIG/DABS_T2_Y</a> (Table 16)
+<li><a href="103063?version=1&table=Table 18">1/SIG*DSIG/DABS_TT_Y</a> (Table 18)
+<li><a href="103063?version=1&table=Table 20">DSIG/DABS_TT_Y</a> (Table 20)
+<li><a href="103063?version=1&table=Table 22">1/SIG*DSIG/DT1_PT</a> (Table 22)
+<li><a href="103063?version=1&table=Table 24">DSIG/DT1_PT</a> (Table 24)
+<li><a href="103063?version=1&table=Table 26">1/SIG*DSIG/DT2_PT</a> (Table 26)
+<li><a href="103063?version=1&table=Table 28">DSIG/DT2_PT</a> (Table 28)
+<li><a href="103063?version=1&table=Table 30">1/SIG*DSIG/DTT_PT</a> (Table 30)
+<li><a href="103063?version=1&table=Table 32">DSIG/DTT_PT</a> (Table 32)
+<li><a href="103063?version=1&table=Table 34">1/SIG*DSIG/DN_JETS</a> (Table 34)
+<li><a href="103063?version=1&table=Table 36">DSIG/DN_JETS</a> (Table 36)
+<li><a href="103063?version=1&table=Table 38">1/SIG*DSIG/DDELTAPHI</a> (Table 38)
+<li><a href="103063?version=1&table=Table 40">DSIG/DDELTAPHI</a> (Table 40)
+<li><a href="103063?version=1&table=Table 42">1/SIG*DSIG/DABSPOUT</a> (Table 42)
+<li><a href="103063?version=1&table=Table 44">DSIG/DABSPOUT</a> (Table 44)
+<li><a href="103063?version=1&table=Table 46">1/SIG*DSIG/DABSPCROSS</a> (Table 46)
+<li><a href="103063?version=1&table=Table 48">DSIG/DABSPCROSS</a> (Table 48)
+<li><a href="103063?version=1&table=Table 50">1/SIG*DSIG/DZ_TT</a> (Table 50)
+<li><a href="103063?version=1&table=Table 52">DSIG/DZ_TT</a> (Table 52)
+<li><a href="103063?version=1&table=Table 54">1/SIG*DSIG/DHT_TT</a> (Table 54)
+<li><a href="103063?version=1&table=Table 56">DSIG/DHT_TT</a> (Table 56)
+<li><a href="103063?version=1&table=Table 58">1/SIG*DSIG/DABS_Y_BOOST </a> (Table 58)
+<li><a href="103063?version=1&table=Table 60">DSIG/DABS_Y_BOOST </a> (Table 60)
+<li><a href="103063?version=1&table=Table 62">1/SIG*DSIG/DCHI_TT</a> (Table 62)
+<li><a href="103063?version=1&table=Table 64">DSIG/DCHI_TT</a> (Table 64)
+<li><a href="103063?version=1&table=Table 66">1/SIG*DSIG/DRWT1</a> (Table 66)
+<li><a href="103063?version=1&table=Table 68">DSIG/DRWT1</a> (Table 68)
+<li><a href="103063?version=1&table=Table 70">1/SIG*DSIG/DRWT2</a> (Table 70)
+<li><a href="103063?version=1&table=Table 72">DSIG/DRWT2</a> (Table 72)
+<li><a href="103063?version=1&table=Table 74">1/SIG*DSIG/DRWB1</a> (Table 74)
+<li><a href="103063?version=1&table=Table 76">DSIG/DRWB1</a> (Table 76)
+<li><a href="103063?version=1&table=Table 78">1/SIG*DSIG/DRWB2</a> (Table 78)
+<li><a href="103063?version=1&table=Table 80">DSIG/DRWB2</a> (Table 80)
+<li><a href="103063?version=1&table=Table 82">1/SIG*DSIG/DDR_E1TC</a> (Table 82)
+<li><a href="103063?version=1&table=Table 84">DSIG/DDR_E1TC</a> (Table 84)
+<li><a href="103063?version=1&table=Table 86">1/SIG*DSIG/DDR_E2TC</a> (Table 86)
+<li><a href="103063?version=1&table=Table 88">DSIG/DDR_E2TC</a> (Table 88)
+<li><a href="103063?version=1&table=Table 90">1/SIG*DSIG/DDR_E3TC</a> (Table 90)
+<li><a href="103063?version=1&table=Table 92">DSIG/DDR_E3TC</a> (Table 92)
+<li><a href="103063?version=1&table=Table 94">1/SIG*DSIG/DRPT_E1T1</a> (Table 94)
+<li><a href="103063?version=1&table=Table 96">DSIG/DRPT_E1T1</a> (Table 96)
+<li><a href="103063?version=1&table=Table 98">1/SIG*DSIG/DRPT_E2T1</a> (Table 98)
+<li><a href="103063?version=1&table=Table 100">DSIG/DRPT_E2T1</a> (Table 100)
+<li><a href="103063?version=1&table=Table 102">1/SIG*DSIG/DRPT_E3T1</a> (Table 102)
+<li><a href="103063?version=1&table=Table 104">DSIG/DRPT_E3T1</a> (Table 104)
+<li><a href="103063?version=1&table=Table 106">1/SIG*DSIG/DRPT_TTE1</a> (Table 106)
+<li><a href="103063?version=1&table=Table 108">DSIG/DRPT_TTE1</a> (Table 108)
+<li><a href="103063?version=1&table=Table 110">1/SIG*DSIG/DRPT_E1J1</a> (Table 110)
+<li><a href="103063?version=1&table=Table 112">DSIG/DRPT_E1J1</a> (Table 112)
+<li><a href="103063?version=1&table=Table 114">1/SIG*DSIG/DRPT_E2J1</a> (Table 114)
+<li><a href="103063?version=1&table=Table 116">DSIG/DRPT_E2J1</a> (Table 116)
+<li><a href="103063?version=1&table=Table 118">1/SIG*DSIG/DRPT_E3J1</a> (Table 118)
+<li><a href="103063?version=1&table=Table 120">DSIG/DRPT_E3J1</a> (Table 120)
+<li><a href="103063?version=1&table=Table 122">1/SIG*DSIG/DDR_E2E1</a> (Table 122)
+<li><a href="103063?version=1&table=Table 124">DSIG/DDR_E2E1</a> (Table 124)
+<li><a href="103063?version=1&table=Table 126">1/SIG*DSIG/DDR_E3E1</a> (Table 126)
+<li><a href="103063?version=1&table=Table 128">DSIG/DDR_E3E1</a> (Table 128)
+<li><a href="103063?version=1&table=Table 130">1/SIG*DSIG/DRPT_E2E1</a> (Table 130)
+<li><a href="103063?version=1&table=Table 132">DSIG/DRPT_E2E1</a> (Table 132)
+<li><a href="103063?version=1&table=Table 134">1/SIG*DSIG/DRPT_E3E1</a> (Table 134)
+<li><a href="103063?version=1&table=Table 136">DSIG/DRPT_E3E1</a> (Table 136)
+</ul><br/>
+<u>2D:</u><br/>
+Spectra:
+<ul>
+<li><a href="103063?version=1&table=Table 138">1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS = 6)</a> (Table 138)
+<li><a href="103063?version=1&table=Table 139">1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS = 7)</a> (Table 139)
+<li><a href="103063?version=1&table=Table 140">1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS = 8)</a> (Table 140)
+<li><a href="103063?version=1&table=Table 141">1/SIG*D2SIG/DT1_PT/DN_JETS (N_JETS > 8)</a> (Table 141)
+<li><a href="103063?version=1&table=Table 152">D2SIG/DT1_PT/DN_JETS (N_JETS = 6)</a> (Table 152)
+<li><a href="103063?version=1&table=Table 153">D2SIG/DT1_PT/DN_JETS (N_JETS = 7)</a> (Table 153)
+<li><a href="103063?version=1&table=Table 154">D2SIG/DT1_PT/DN_JETS (N_JETS = 8)</a> (Table 154)
+<li><a href="103063?version=1&table=Table 155">D2SIG/DT1_PT/DN_JETS (N_JETS > 8)</a> (Table 155)
+<li><a href="103063?version=1&table=Table 166">1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS = 6)</a> (Table 166)
+<li><a href="103063?version=1&table=Table 167">1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS = 7)</a> (Table 167)
+<li><a href="103063?version=1&table=Table 168">1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS = 8)</a> (Table 168)
+<li><a href="103063?version=1&table=Table 169">1/SIG*D2SIG/DT2_PT/DN_JETS (N_JETS > 8)</a> (Table 169)
+<li><a href="103063?version=1&table=Table 180">D2SIG/DT2_PT/DN_JETS (N_JETS = 6)</a> (Table 180)
+<li><a href="103063?version=1&table=Table 181">D2SIG/DT2_PT/DN_JETS (N_JETS = 7)</a> (Table 181)
+<li><a href="103063?version=1&table=Table 182">D2SIG/DT2_PT/DN_JETS (N_JETS = 8)</a> (Table 182)
+<li><a href="103063?version=1&table=Table 183">D2SIG/DT2_PT/DN_JETS (N_JETS > 8)</a> (Table 183)
+<li><a href="103063?version=1&table=Table 194">1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS = 6)</a> (Table 194)
+<li><a href="103063?version=1&table=Table 195">1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS = 7)</a> (Table 195)
+<li><a href="103063?version=1&table=Table 196">1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS = 8)</a> (Table 196)
+<li><a href="103063?version=1&table=Table 197">1/SIG*D2SIG/DTT_PT/DN_JETS (N_JETS > 8)</a> (Table 197)
+<li><a href="103063?version=1&table=Table 208">D2SIG/DTT_PT/DN_JETS (N_JETS = 6)</a> (Table 208)
+<li><a href="103063?version=1&table=Table 209">D2SIG/DTT_PT/DN_JETS (N_JETS = 7)</a> (Table 209)
+<li><a href="103063?version=1&table=Table 210">D2SIG/DTT_PT/DN_JETS (N_JETS = 8)</a> (Table 210)
+<li><a href="103063?version=1&table=Table 211">D2SIG/DTT_PT/DN_JETS (N_JETS > 8)</a> (Table 211)
+<li><a href="103063?version=1&table=Table 222">1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS = 6)</a> (Table 222)
+<li><a href="103063?version=1&table=Table 223">1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS = 7)</a> (Table 223)
+<li><a href="103063?version=1&table=Table 224">1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS = 8)</a> (Table 224)
+<li><a href="103063?version=1&table=Table 225">1/SIG*D2SIG/DABSPOUT/DN_JETS (N_JETS > 8)</a> (Table 225)
+<li><a href="103063?version=1&table=Table 236">D2SIG/DABSPOUT/DN_JETS (N_JETS = 6)</a> (Table 236)
+<li><a href="103063?version=1&table=Table 237">D2SIG/DABSPOUT/DN_JETS (N_JETS = 7)</a> (Table 237)
+<li><a href="103063?version=1&table=Table 238">D2SIG/DABSPOUT/DN_JETS (N_JETS = 8)</a> (Table 238)
+<li><a href="103063?version=1&table=Table 239">D2SIG/DABSPOUT/DN_JETS (N_JETS > 8)</a> (Table 239)
+<li><a href="103063?version=1&table=Table 250">1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS = 6)</a> (Table 250)
+<li><a href="103063?version=1&table=Table 251">1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS = 7)</a> (Table 251)
+<li><a href="103063?version=1&table=Table 252">1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS = 8)</a> (Table 252)
+<li><a href="103063?version=1&table=Table 253">1/SIG*D2SIG/DDELTAPHI/DN_JETS (N_JETS > 8)</a> (Table 253)
+<li><a href="103063?version=1&table=Table 264">D2SIG/DDELTAPHI/DN_JETS (N_JETS = 6)</a> (Table 264)
+<li><a href="103063?version=1&table=Table 265">D2SIG/DDELTAPHI/DN_JETS (N_JETS = 7)</a> (Table 265)
+<li><a href="103063?version=1&table=Table 266">D2SIG/DDELTAPHI/DN_JETS (N_JETS = 8)</a> (Table 266)
+<li><a href="103063?version=1&table=Table 267">D2SIG/DDELTAPHI/DN_JETS (N_JETS > 8)</a> (Table 267)
+<li><a href="103063?version=1&table=Table 278">1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS = 6)</a> (Table 278)
+<li><a href="103063?version=1&table=Table 279">1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS = 7)</a> (Table 279)
+<li><a href="103063?version=1&table=Table 280">1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS = 8)</a> (Table 280)
+<li><a href="103063?version=1&table=Table 281">1/SIG*D2SIG/DABSPCROSS/DN_JETS (N_JETS > 8)</a> (Table 281)
+<li><a href="103063?version=1&table=Table 292">D2SIG/DABSPCROSS/DN_JETS (N_JETS = 6)</a> (Table 292)
+<li><a href="103063?version=1&table=Table 293">D2SIG/DABSPCROSS/DN_JETS (N_JETS = 7)</a> (Table 293)
+<li><a href="103063?version=1&table=Table 294">D2SIG/DABSPCROSS/DN_JETS (N_JETS = 8)</a> (Table 294)
+<li><a href="103063?version=1&table=Table 295">D2SIG/DABSPCROSS/DN_JETS (N_JETS > 8)</a> (Table 295)
+<li><a href="103063?version=1&table=Table 306">1/SIG*D2SIG/DT2_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV)</a> (Table 306)
+<li><a href="103063?version=1&table=Table 307">1/SIG*D2SIG/DT2_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV)</a> (Table 307)
+<li><a href="103063?version=1&table=Table 308">1/SIG*D2SIG/DT2_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV)</a> (Table 308)
+<li><a href="103063?version=1&table=Table 309">1/SIG*D2SIG/DT2_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV)</a> (Table 309)
+<li><a href="103063?version=1&table=Table 320">D2SIG/DT2_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV)</a> (Table 320)
+<li><a href="103063?version=1&table=Table 321">D2SIG/DT2_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV)</a> (Table 321)
+<li><a href="103063?version=1&table=Table 322">D2SIG/DT2_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV)</a> (Table 322)
+<li><a href="103063?version=1&table=Table 323">D2SIG/DT2_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV)</a> (Table 323)
+<li><a href="103063?version=1&table=Table 334">1/SIG*D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV)</a> (Table 334)
+<li><a href="103063?version=1&table=Table 335">1/SIG*D2SIG/DTT_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV)</a> (Table 335)
+<li><a href="103063?version=1&table=Table 336">1/SIG*D2SIG/DTT_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV)</a> (Table 336)
+<li><a href="103063?version=1&table=Table 337">1/SIG*D2SIG/DTT_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV)</a> (Table 337)
+<li><a href="103063?version=1&table=Table 348">D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV)</a> (Table 348)
+<li><a href="103063?version=1&table=Table 349">D2SIG/DTT_PT/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV)</a> (Table 349)
+<li><a href="103063?version=1&table=Table 350">D2SIG/DTT_PT/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV)</a> (Table 350)
+<li><a href="103063?version=1&table=Table 351">D2SIG/DTT_PT/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV)</a> (Table 351)
+<li><a href="103063?version=1&table=Table 362">1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV)</a> (Table 362)
+<li><a href="103063?version=1&table=Table 363">1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV)</a> (Table 363)
+<li><a href="103063?version=1&table=Table 364">1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV)</a> (Table 364)
+<li><a href="103063?version=1&table=Table 365">1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV)</a> (Table 365)
+<li><a href="103063?version=1&table=Table 376">D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 620.0 GeV)</a> (Table 376)
+<li><a href="103063?version=1&table=Table 377">D2SIG/DABS_TT_Y/DTT_M ( 620.0 GeV < TT_M < 835.0 GeV)</a> (Table 377)
+<li><a href="103063?version=1&table=Table 378">D2SIG/DABS_TT_Y/DTT_M ( 835.0 GeV < TT_M < 1050.0 GeV)</a> (Table 378)
+<li><a href="103063?version=1&table=Table 379">D2SIG/DABS_TT_Y/DTT_M ( 1050.0 GeV < TT_M < 3000.0 GeV)</a> (Table 379)
+<li><a href="103063?version=1&table=Table 390">1/SIG*D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 175.0 GeV)</a> (Table 390)
+<li><a href="103063?version=1&table=Table 391">1/SIG*D2SIG/DT1_PT/DT2_PT ( 175.0 GeV < T2_PT < 275.0 GeV)</a> (Table 391)
+<li><a href="103063?version=1&table=Table 392">1/SIG*D2SIG/DT1_PT/DT2_PT ( 275.0 GeV < T2_PT < 385.0 GeV)</a> (Table 392)
+<li><a href="103063?version=1&table=Table 393">1/SIG*D2SIG/DT1_PT/DT2_PT ( 385.0 GeV < T2_PT < 1000.0 GeV)</a> (Table 393)
+<li><a href="103063?version=1&table=Table 404">D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 175.0 GeV)</a> (Table 404)
+<li><a href="103063?version=1&table=Table 405">D2SIG/DT1_PT/DT2_PT ( 175.0 GeV < T2_PT < 275.0 GeV)</a> (Table 405)
+<li><a href="103063?version=1&table=Table 406">D2SIG/DT1_PT/DT2_PT ( 275.0 GeV < T2_PT < 385.0 GeV)</a> (Table 406)
+<li><a href="103063?version=1&table=Table 407">D2SIG/DT1_PT/DT2_PT ( 385.0 GeV < T2_PT < 1000.0 GeV)</a> (Table 407)
+<li><a href="103063?version=1&table=Table 418">1/SIG*D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 645.0 GeV)</a> (Table 418)
+<li><a href="103063?version=1&table=Table 419">1/SIG*D2SIG/DT1_PT/DTT_M ( 645.0 GeV < TT_M < 795.0 GeV)</a> (Table 419)
+<li><a href="103063?version=1&table=Table 420">1/SIG*D2SIG/DT1_PT/DTT_M ( 795.0 GeV < TT_M < 1080.0 GeV)</a> (Table 420)
+<li><a href="103063?version=1&table=Table 421">1/SIG*D2SIG/DT1_PT/DTT_M ( 1080.0 GeV < TT_M < 3000.0 GeV)</a> (Table 421)
+<li><a href="103063?version=1&table=Table 432">D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 645.0 GeV)</a> (Table 432)
+<li><a href="103063?version=1&table=Table 433">D2SIG/DT1_PT/DTT_M ( 645.0 GeV < TT_M < 795.0 GeV)</a> (Table 433)
+<li><a href="103063?version=1&table=Table 434">D2SIG/DT1_PT/DTT_M ( 795.0 GeV < TT_M < 1080.0 GeV)</a> (Table 434)
+<li><a href="103063?version=1&table=Table 435">D2SIG/DT1_PT/DTT_M ( 1080.0 GeV < TT_M < 3000.0 GeV)</a> (Table 435)
+</ul><br/>
+Covariances:<br/><ul>
+<li><a href="103063?version=1&table=Table 142">Matrix for 1/SIG*D2SIG/DT1_PT/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 142)
+<li><a href="103063?version=1&table=Table 143">Matrix for 1/SIG*D2SIG/DT1_PT/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 143)
+<li><a href="103063?version=1&table=Table 144">Matrix for 1/SIG*D2SIG/DT1_PT/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 144)
+<li><a href="103063?version=1&table=Table 145">Matrix for 1/SIG*D2SIG/DT1_PT/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 145)
+<li><a href="103063?version=1&table=Table 146">Matrix for 1/SIG*D2SIG/DT1_PT/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 146)
+<li><a href="103063?version=1&table=Table 147">Matrix for 1/SIG*D2SIG/DT1_PT/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 147)
+<li><a href="103063?version=1&table=Table 148">Matrix for 1/SIG*D2SIG/DT1_PT/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 148)
+<li><a href="103063?version=1&table=Table 149">Matrix for 1/SIG*D2SIG/DT1_PT/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 149)
+<li><a href="103063?version=1&table=Table 150">Matrix for 1/SIG*D2SIG/DT1_PT/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 150)
+<li><a href="103063?version=1&table=Table 151">Matrix for 1/SIG*D2SIG/DT1_PT/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 151)
+<li><a href="103063?version=1&table=Table 156">Matrix for D2SIG/DT1_PT/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 156)
+<li><a href="103063?version=1&table=Table 157">Matrix for D2SIG/DT1_PT/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 157)
+<li><a href="103063?version=1&table=Table 158">Matrix for D2SIG/DT1_PT/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 158)
+<li><a href="103063?version=1&table=Table 159">Matrix for D2SIG/DT1_PT/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 159)
+<li><a href="103063?version=1&table=Table 160">Matrix for D2SIG/DT1_PT/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 160)
+<li><a href="103063?version=1&table=Table 161">Matrix for D2SIG/DT1_PT/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 161)
+<li><a href="103063?version=1&table=Table 162">Matrix for D2SIG/DT1_PT/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 162)
+<li><a href="103063?version=1&table=Table 163">Matrix for D2SIG/DT1_PT/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 163)
+<li><a href="103063?version=1&table=Table 164">Matrix for D2SIG/DT1_PT/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 164)
+<li><a href="103063?version=1&table=Table 165">Matrix for D2SIG/DT1_PT/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 165)
+<li><a href="103063?version=1&table=Table 170">Matrix for 1/SIG*D2SIG/DT2_PT/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 170)
+<li><a href="103063?version=1&table=Table 171">Matrix for 1/SIG*D2SIG/DT2_PT/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 171)
+<li><a href="103063?version=1&table=Table 172">Matrix for 1/SIG*D2SIG/DT2_PT/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 172)
+<li><a href="103063?version=1&table=Table 173">Matrix for 1/SIG*D2SIG/DT2_PT/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 173)
+<li><a href="103063?version=1&table=Table 174">Matrix for 1/SIG*D2SIG/DT2_PT/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 174)
+<li><a href="103063?version=1&table=Table 175">Matrix for 1/SIG*D2SIG/DT2_PT/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 175)
+<li><a href="103063?version=1&table=Table 176">Matrix for 1/SIG*D2SIG/DT2_PT/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 176)
+<li><a href="103063?version=1&table=Table 177">Matrix for 1/SIG*D2SIG/DT2_PT/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 177)
+<li><a href="103063?version=1&table=Table 178">Matrix for 1/SIG*D2SIG/DT2_PT/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 178)
+<li><a href="103063?version=1&table=Table 179">Matrix for 1/SIG*D2SIG/DT2_PT/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 179)
+<li><a href="103063?version=1&table=Table 184">Matrix for D2SIG/DT2_PT/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 184)
+<li><a href="103063?version=1&table=Table 185">Matrix for D2SIG/DT2_PT/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 185)
+<li><a href="103063?version=1&table=Table 186">Matrix for D2SIG/DT2_PT/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 186)
+<li><a href="103063?version=1&table=Table 187">Matrix for D2SIG/DT2_PT/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 187)
+<li><a href="103063?version=1&table=Table 188">Matrix for D2SIG/DT2_PT/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 188)
+<li><a href="103063?version=1&table=Table 189">Matrix for D2SIG/DT2_PT/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 189)
+<li><a href="103063?version=1&table=Table 190">Matrix for D2SIG/DT2_PT/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 190)
+<li><a href="103063?version=1&table=Table 191">Matrix for D2SIG/DT2_PT/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 191)
+<li><a href="103063?version=1&table=Table 192">Matrix for D2SIG/DT2_PT/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 192)
+<li><a href="103063?version=1&table=Table 193">Matrix for D2SIG/DT2_PT/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 193)
+<li><a href="103063?version=1&table=Table 198">Matrix for 1/SIG*D2SIG/DTT_PT/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 198)
+<li><a href="103063?version=1&table=Table 199">Matrix for 1/SIG*D2SIG/DTT_PT/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 199)
+<li><a href="103063?version=1&table=Table 200">Matrix for 1/SIG*D2SIG/DTT_PT/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 200)
+<li><a href="103063?version=1&table=Table 201">Matrix for 1/SIG*D2SIG/DTT_PT/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 201)
+<li><a href="103063?version=1&table=Table 202">Matrix for 1/SIG*D2SIG/DTT_PT/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 202)
+<li><a href="103063?version=1&table=Table 203">Matrix for 1/SIG*D2SIG/DTT_PT/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 203)
+<li><a href="103063?version=1&table=Table 204">Matrix for 1/SIG*D2SIG/DTT_PT/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 204)
+<li><a href="103063?version=1&table=Table 205">Matrix for 1/SIG*D2SIG/DTT_PT/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 205)
+<li><a href="103063?version=1&table=Table 206">Matrix for 1/SIG*D2SIG/DTT_PT/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 206)
+<li><a href="103063?version=1&table=Table 207">Matrix for 1/SIG*D2SIG/DTT_PT/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 207)
+<li><a href="103063?version=1&table=Table 212">Matrix for D2SIG/DTT_PT/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 212)
+<li><a href="103063?version=1&table=Table 213">Matrix for D2SIG/DTT_PT/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 213)
+<li><a href="103063?version=1&table=Table 214">Matrix for D2SIG/DTT_PT/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 214)
+<li><a href="103063?version=1&table=Table 215">Matrix for D2SIG/DTT_PT/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 215)
+<li><a href="103063?version=1&table=Table 216">Matrix for D2SIG/DTT_PT/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 216)
+<li><a href="103063?version=1&table=Table 217">Matrix for D2SIG/DTT_PT/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 217)
+<li><a href="103063?version=1&table=Table 218">Matrix for D2SIG/DTT_PT/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 218)
+<li><a href="103063?version=1&table=Table 219">Matrix for D2SIG/DTT_PT/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 219)
+<li><a href="103063?version=1&table=Table 220">Matrix for D2SIG/DTT_PT/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 220)
+<li><a href="103063?version=1&table=Table 221">Matrix for D2SIG/DTT_PT/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 221)
+<li><a href="103063?version=1&table=Table 226">Matrix for 1/SIG*D2SIG/DABSPOUT/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 226)
+<li><a href="103063?version=1&table=Table 227">Matrix for 1/SIG*D2SIG/DABSPOUT/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 227)
+<li><a href="103063?version=1&table=Table 228">Matrix for 1/SIG*D2SIG/DABSPOUT/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 228)
+<li><a href="103063?version=1&table=Table 229">Matrix for 1/SIG*D2SIG/DABSPOUT/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 229)
+<li><a href="103063?version=1&table=Table 230">Matrix for 1/SIG*D2SIG/DABSPOUT/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 230)
+<li><a href="103063?version=1&table=Table 231">Matrix for 1/SIG*D2SIG/DABSPOUT/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 231)
+<li><a href="103063?version=1&table=Table 232">Matrix for 1/SIG*D2SIG/DABSPOUT/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 232)
+<li><a href="103063?version=1&table=Table 233">Matrix for 1/SIG*D2SIG/DABSPOUT/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 233)
+<li><a href="103063?version=1&table=Table 234">Matrix for 1/SIG*D2SIG/DABSPOUT/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 234)
+<li><a href="103063?version=1&table=Table 235">Matrix for 1/SIG*D2SIG/DABSPOUT/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 235)
+<li><a href="103063?version=1&table=Table 240">Matrix for D2SIG/DABSPOUT/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 240)
+<li><a href="103063?version=1&table=Table 241">Matrix for D2SIG/DABSPOUT/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 241)
+<li><a href="103063?version=1&table=Table 242">Matrix for D2SIG/DABSPOUT/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 242)
+<li><a href="103063?version=1&table=Table 243">Matrix for D2SIG/DABSPOUT/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 243)
+<li><a href="103063?version=1&table=Table 244">Matrix for D2SIG/DABSPOUT/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 244)
+<li><a href="103063?version=1&table=Table 245">Matrix for D2SIG/DABSPOUT/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 245)
+<li><a href="103063?version=1&table=Table 246">Matrix for D2SIG/DABSPOUT/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 246)
+<li><a href="103063?version=1&table=Table 247">Matrix for D2SIG/DABSPOUT/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 247)
+<li><a href="103063?version=1&table=Table 248">Matrix for D2SIG/DABSPOUT/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 248)
+<li><a href="103063?version=1&table=Table 249">Matrix for D2SIG/DABSPOUT/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 249)
+<li><a href="103063?version=1&table=Table 254">Matrix for 1/SIG*D2SIG/DDELTAPHI/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 254)
+<li><a href="103063?version=1&table=Table 255">Matrix for 1/SIG*D2SIG/DDELTAPHI/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 255)
+<li><a href="103063?version=1&table=Table 256">Matrix for 1/SIG*D2SIG/DDELTAPHI/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 256)
+<li><a href="103063?version=1&table=Table 257">Matrix for 1/SIG*D2SIG/DDELTAPHI/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 257)
+<li><a href="103063?version=1&table=Table 258">Matrix for 1/SIG*D2SIG/DDELTAPHI/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 258)
+<li><a href="103063?version=1&table=Table 259">Matrix for 1/SIG*D2SIG/DDELTAPHI/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 259)
+<li><a href="103063?version=1&table=Table 260">Matrix for 1/SIG*D2SIG/DDELTAPHI/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 260)
+<li><a href="103063?version=1&table=Table 261">Matrix for 1/SIG*D2SIG/DDELTAPHI/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 261)
+<li><a href="103063?version=1&table=Table 262">Matrix for 1/SIG*D2SIG/DDELTAPHI/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 262)
+<li><a href="103063?version=1&table=Table 263">Matrix for 1/SIG*D2SIG/DDELTAPHI/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 263)
+<li><a href="103063?version=1&table=Table 268">Matrix for D2SIG/DDELTAPHI/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 268)
+<li><a href="103063?version=1&table=Table 269">Matrix for D2SIG/DDELTAPHI/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 269)
+<li><a href="103063?version=1&table=Table 270">Matrix for D2SIG/DDELTAPHI/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 270)
+<li><a href="103063?version=1&table=Table 271">Matrix for D2SIG/DDELTAPHI/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 271)
+<li><a href="103063?version=1&table=Table 272">Matrix for D2SIG/DDELTAPHI/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 272)
+<li><a href="103063?version=1&table=Table 273">Matrix for D2SIG/DDELTAPHI/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 273)
+<li><a href="103063?version=1&table=Table 274">Matrix for D2SIG/DDELTAPHI/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 274)
+<li><a href="103063?version=1&table=Table 275">Matrix for D2SIG/DDELTAPHI/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 275)
+<li><a href="103063?version=1&table=Table 276">Matrix for D2SIG/DDELTAPHI/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 276)
+<li><a href="103063?version=1&table=Table 277">Matrix for D2SIG/DDELTAPHI/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 277)
+<li><a href="103063?version=1&table=Table 282">Matrix for 1/SIG*D2SIG/DABSPCROSS/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 282)
+<li><a href="103063?version=1&table=Table 283">Matrix for 1/SIG*D2SIG/DABSPCROSS/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 283)
+<li><a href="103063?version=1&table=Table 284">Matrix for 1/SIG*D2SIG/DABSPCROSS/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 284)
+<li><a href="103063?version=1&table=Table 285">Matrix for 1/SIG*D2SIG/DABSPCROSS/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 285)
+<li><a href="103063?version=1&table=Table 286">Matrix for 1/SIG*D2SIG/DABSPCROSS/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 286)
+<li><a href="103063?version=1&table=Table 287">Matrix for 1/SIG*D2SIG/DABSPCROSS/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 287)
+<li><a href="103063?version=1&table=Table 288">Matrix for 1/SIG*D2SIG/DABSPCROSS/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 288)
+<li><a href="103063?version=1&table=Table 289">Matrix for 1/SIG*D2SIG/DABSPCROSS/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 289)
+<li><a href="103063?version=1&table=Table 290">Matrix for 1/SIG*D2SIG/DABSPCROSS/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 290)
+<li><a href="103063?version=1&table=Table 291">Matrix for 1/SIG*D2SIG/DABSPCROSS/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 291)
+<li><a href="103063?version=1&table=Table 296">Matrix for D2SIG/DABSPCROSS/DN_JETS between the 1th and 1th bins of N_JETS</a> (Table 296)
+<li><a href="103063?version=1&table=Table 297">Matrix for D2SIG/DABSPCROSS/DN_JETS between the 2th and 1th bins of N_JETS</a> (Table 297)
+<li><a href="103063?version=1&table=Table 298">Matrix for D2SIG/DABSPCROSS/DN_JETS between the 2th and 2th bins of N_JETS</a> (Table 298)
+<li><a href="103063?version=1&table=Table 299">Matrix for D2SIG/DABSPCROSS/DN_JETS between the 3th and 1th bins of N_JETS</a> (Table 299)
+<li><a href="103063?version=1&table=Table 300">Matrix for D2SIG/DABSPCROSS/DN_JETS between the 3th and 2th bins of N_JETS</a> (Table 300)
+<li><a href="103063?version=1&table=Table 301">Matrix for D2SIG/DABSPCROSS/DN_JETS between the 3th and 3th bins of N_JETS</a> (Table 301)
+<li><a href="103063?version=1&table=Table 302">Matrix for D2SIG/DABSPCROSS/DN_JETS between the 4th and 1th bins of N_JETS</a> (Table 302)
+<li><a href="103063?version=1&table=Table 303">Matrix for D2SIG/DABSPCROSS/DN_JETS between the 4th and 2th bins of N_JETS</a> (Table 303)
+<li><a href="103063?version=1&table=Table 304">Matrix for D2SIG/DABSPCROSS/DN_JETS between the 4th and 3th bins of N_JETS</a> (Table 304)
+<li><a href="103063?version=1&table=Table 305">Matrix for D2SIG/DABSPCROSS/DN_JETS between the 4th and 4th bins of N_JETS</a> (Table 305)
+<li><a href="103063?version=1&table=Table 310">Matrix for 1/SIG*D2SIG/DT2_PT/DTT_M between the 1th and 1th bins of TT_M</a> (Table 310)
+<li><a href="103063?version=1&table=Table 311">Matrix for 1/SIG*D2SIG/DT2_PT/DTT_M between the 2th and 1th bins of TT_M</a> (Table 311)
+<li><a href="103063?version=1&table=Table 312">Matrix for 1/SIG*D2SIG/DT2_PT/DTT_M between the 2th and 2th bins of TT_M</a> (Table 312)
+<li><a href="103063?version=1&table=Table 313">Matrix for 1/SIG*D2SIG/DT2_PT/DTT_M between the 3th and 1th bins of TT_M</a> (Table 313)
+<li><a href="103063?version=1&table=Table 314">Matrix for 1/SIG*D2SIG/DT2_PT/DTT_M between the 3th and 2th bins of TT_M</a> (Table 314)
+<li><a href="103063?version=1&table=Table 315">Matrix for 1/SIG*D2SIG/DT2_PT/DTT_M between the 3th and 3th bins of TT_M</a> (Table 315)
+<li><a href="103063?version=1&table=Table 316">Matrix for 1/SIG*D2SIG/DT2_PT/DTT_M between the 4th and 1th bins of TT_M</a> (Table 316)
+<li><a href="103063?version=1&table=Table 317">Matrix for 1/SIG*D2SIG/DT2_PT/DTT_M between the 4th and 2th bins of TT_M</a> (Table 317)
+<li><a href="103063?version=1&table=Table 318">Matrix for 1/SIG*D2SIG/DT2_PT/DTT_M between the 4th and 3th bins of TT_M</a> (Table 318)
+<li><a href="103063?version=1&table=Table 319">Matrix for 1/SIG*D2SIG/DT2_PT/DTT_M between the 4th and 4th bins of TT_M</a> (Table 319)
+<li><a href="103063?version=1&table=Table 324">Matrix for D2SIG/DT2_PT/DTT_M between the 1th and 1th bins of TT_M</a> (Table 324)
+<li><a href="103063?version=1&table=Table 325">Matrix for D2SIG/DT2_PT/DTT_M between the 2th and 1th bins of TT_M</a> (Table 325)
+<li><a href="103063?version=1&table=Table 326">Matrix for D2SIG/DT2_PT/DTT_M between the 2th and 2th bins of TT_M</a> (Table 326)
+<li><a href="103063?version=1&table=Table 327">Matrix for D2SIG/DT2_PT/DTT_M between the 3th and 1th bins of TT_M</a> (Table 327)
+<li><a href="103063?version=1&table=Table 328">Matrix for D2SIG/DT2_PT/DTT_M between the 3th and 2th bins of TT_M</a> (Table 328)
+<li><a href="103063?version=1&table=Table 329">Matrix for D2SIG/DT2_PT/DTT_M between the 3th and 3th bins of TT_M</a> (Table 329)
+<li><a href="103063?version=1&table=Table 330">Matrix for D2SIG/DT2_PT/DTT_M between the 4th and 1th bins of TT_M</a> (Table 330)
+<li><a href="103063?version=1&table=Table 331">Matrix for D2SIG/DT2_PT/DTT_M between the 4th and 2th bins of TT_M</a> (Table 331)
+<li><a href="103063?version=1&table=Table 332">Matrix for D2SIG/DT2_PT/DTT_M between the 4th and 3th bins of TT_M</a> (Table 332)
+<li><a href="103063?version=1&table=Table 333">Matrix for D2SIG/DT2_PT/DTT_M between the 4th and 4th bins of TT_M</a> (Table 333)
+<li><a href="103063?version=1&table=Table 338">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 1th and 1th bins of TT_M</a> (Table 338)
+<li><a href="103063?version=1&table=Table 339">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 2th and 1th bins of TT_M</a> (Table 339)
+<li><a href="103063?version=1&table=Table 340">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 2th and 2th bins of TT_M</a> (Table 340)
+<li><a href="103063?version=1&table=Table 341">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 3th and 1th bins of TT_M</a> (Table 341)
+<li><a href="103063?version=1&table=Table 342">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 3th and 2th bins of TT_M</a> (Table 342)
+<li><a href="103063?version=1&table=Table 343">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 3th and 3th bins of TT_M</a> (Table 343)
+<li><a href="103063?version=1&table=Table 344">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 4th and 1th bins of TT_M</a> (Table 344)
+<li><a href="103063?version=1&table=Table 345">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 4th and 2th bins of TT_M</a> (Table 345)
+<li><a href="103063?version=1&table=Table 346">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 4th and 3th bins of TT_M</a> (Table 346)
+<li><a href="103063?version=1&table=Table 347">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 4th and 4th bins of TT_M</a> (Table 347)
+<li><a href="103063?version=1&table=Table 352">Matrix for D2SIG/DTT_PT/DTT_M between the 1th and 1th bins of TT_M</a> (Table 352)
+<li><a href="103063?version=1&table=Table 353">Matrix for D2SIG/DTT_PT/DTT_M between the 2th and 1th bins of TT_M</a> (Table 353)
+<li><a href="103063?version=1&table=Table 354">Matrix for D2SIG/DTT_PT/DTT_M between the 2th and 2th bins of TT_M</a> (Table 354)
+<li><a href="103063?version=1&table=Table 355">Matrix for D2SIG/DTT_PT/DTT_M between the 3th and 1th bins of TT_M</a> (Table 355)
+<li><a href="103063?version=1&table=Table 356">Matrix for D2SIG/DTT_PT/DTT_M between the 3th and 2th bins of TT_M</a> (Table 356)
+<li><a href="103063?version=1&table=Table 357">Matrix for D2SIG/DTT_PT/DTT_M between the 3th and 3th bins of TT_M</a> (Table 357)
+<li><a href="103063?version=1&table=Table 358">Matrix for D2SIG/DTT_PT/DTT_M between the 4th and 1th bins of TT_M</a> (Table 358)
+<li><a href="103063?version=1&table=Table 359">Matrix for D2SIG/DTT_PT/DTT_M between the 4th and 2th bins of TT_M</a> (Table 359)
+<li><a href="103063?version=1&table=Table 360">Matrix for D2SIG/DTT_PT/DTT_M between the 4th and 3th bins of TT_M</a> (Table 360)
+<li><a href="103063?version=1&table=Table 361">Matrix for D2SIG/DTT_PT/DTT_M between the 4th and 4th bins of TT_M</a> (Table 361)
+<li><a href="103063?version=1&table=Table 366">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 1th and 1th bins of TT_M</a> (Table 366)
+<li><a href="103063?version=1&table=Table 367">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 2th and 1th bins of TT_M</a> (Table 367)
+<li><a href="103063?version=1&table=Table 368">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 2th and 2th bins of TT_M</a> (Table 368)
+<li><a href="103063?version=1&table=Table 369">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 3th and 1th bins of TT_M</a> (Table 369)
+<li><a href="103063?version=1&table=Table 370">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 3th and 2th bins of TT_M</a> (Table 370)
+<li><a href="103063?version=1&table=Table 371">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 3th and 3th bins of TT_M</a> (Table 371)
+<li><a href="103063?version=1&table=Table 372">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 4th and 1th bins of TT_M</a> (Table 372)
+<li><a href="103063?version=1&table=Table 373">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 4th and 2th bins of TT_M</a> (Table 373)
+<li><a href="103063?version=1&table=Table 374">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 4th and 3th bins of TT_M</a> (Table 374)
+<li><a href="103063?version=1&table=Table 375">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 4th and 4th bins of TT_M</a> (Table 375)
+<li><a href="103063?version=1&table=Table 380">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 1th and 1th bins of TT_M</a> (Table 380)
+<li><a href="103063?version=1&table=Table 381">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 2th and 1th bins of TT_M</a> (Table 381)
+<li><a href="103063?version=1&table=Table 382">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 2th and 2th bins of TT_M</a> (Table 382)
+<li><a href="103063?version=1&table=Table 383">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 3th and 1th bins of TT_M</a> (Table 383)
+<li><a href="103063?version=1&table=Table 384">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 3th and 2th bins of TT_M</a> (Table 384)
+<li><a href="103063?version=1&table=Table 385">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 3th and 3th bins of TT_M</a> (Table 385)
+<li><a href="103063?version=1&table=Table 386">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 4th and 1th bins of TT_M</a> (Table 386)
+<li><a href="103063?version=1&table=Table 387">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 4th and 2th bins of TT_M</a> (Table 387)
+<li><a href="103063?version=1&table=Table 388">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 4th and 3th bins of TT_M</a> (Table 388)
+<li><a href="103063?version=1&table=Table 389">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 4th and 4th bins of TT_M</a> (Table 389)
+<li><a href="103063?version=1&table=Table 394">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 1th and 1th bins of T2_PT</a> (Table 394)
+<li><a href="103063?version=1&table=Table 395">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 2th and 1th bins of T2_PT</a> (Table 395)
+<li><a href="103063?version=1&table=Table 396">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 2th and 2th bins of T2_PT</a> (Table 396)
+<li><a href="103063?version=1&table=Table 397">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 3th and 1th bins of T2_PT</a> (Table 397)
+<li><a href="103063?version=1&table=Table 398">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 3th and 2th bins of T2_PT</a> (Table 398)
+<li><a href="103063?version=1&table=Table 399">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 3th and 3th bins of T2_PT</a> (Table 399)
+<li><a href="103063?version=1&table=Table 400">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 4th and 1th bins of T2_PT</a> (Table 400)
+<li><a href="103063?version=1&table=Table 401">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 4th and 2th bins of T2_PT</a> (Table 401)
+<li><a href="103063?version=1&table=Table 402">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 4th and 3th bins of T2_PT</a> (Table 402)
+<li><a href="103063?version=1&table=Table 403">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 4th and 4th bins of T2_PT</a> (Table 403)
+<li><a href="103063?version=1&table=Table 408">Matrix for D2SIG/DT1_PT/DT2_PT between the 1th and 1th bins of T2_PT</a> (Table 408)
+<li><a href="103063?version=1&table=Table 409">Matrix for D2SIG/DT1_PT/DT2_PT between the 2th and 1th bins of T2_PT</a> (Table 409)
+<li><a href="103063?version=1&table=Table 410">Matrix for D2SIG/DT1_PT/DT2_PT between the 2th and 2th bins of T2_PT</a> (Table 410)
+<li><a href="103063?version=1&table=Table 411">Matrix for D2SIG/DT1_PT/DT2_PT between the 3th and 1th bins of T2_PT</a> (Table 411)
+<li><a href="103063?version=1&table=Table 412">Matrix for D2SIG/DT1_PT/DT2_PT between the 3th and 2th bins of T2_PT</a> (Table 412)
+<li><a href="103063?version=1&table=Table 413">Matrix for D2SIG/DT1_PT/DT2_PT between the 3th and 3th bins of T2_PT</a> (Table 413)
+<li><a href="103063?version=1&table=Table 414">Matrix for D2SIG/DT1_PT/DT2_PT between the 4th and 1th bins of T2_PT</a> (Table 414)
+<li><a href="103063?version=1&table=Table 415">Matrix for D2SIG/DT1_PT/DT2_PT between the 4th and 2th bins of T2_PT</a> (Table 415)
+<li><a href="103063?version=1&table=Table 416">Matrix for D2SIG/DT1_PT/DT2_PT between the 4th and 3th bins of T2_PT</a> (Table 416)
+<li><a href="103063?version=1&table=Table 417">Matrix for D2SIG/DT1_PT/DT2_PT between the 4th and 4th bins of T2_PT</a> (Table 417)
+<li><a href="103063?version=1&table=Table 422">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 1th and 1th bins of TT_M</a> (Table 422)
+<li><a href="103063?version=1&table=Table 423">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 2th and 1th bins of TT_M</a> (Table 423)
+<li><a href="103063?version=1&table=Table 424">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 2th and 2th bins of TT_M</a> (Table 424)
+<li><a href="103063?version=1&table=Table 425">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 3th and 1th bins of TT_M</a> (Table 425)
+<li><a href="103063?version=1&table=Table 426">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 3th and 2th bins of TT_M</a> (Table 426)
+<li><a href="103063?version=1&table=Table 427">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 3th and 3th bins of TT_M</a> (Table 427)
+<li><a href="103063?version=1&table=Table 428">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 4th and 1th bins of TT_M</a> (Table 428)
+<li><a href="103063?version=1&table=Table 429">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 4th and 2th bins of TT_M</a> (Table 429)
+<li><a href="103063?version=1&table=Table 430">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 4th and 3th bins of TT_M</a> (Table 430)
+<li><a href="103063?version=1&table=Table 431">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 4th and 4th bins of TT_M</a> (Table 431)
+<li><a href="103063?version=1&table=Table 436">Matrix for D2SIG/DT1_PT/DTT_M between the 1th and 1th bins of TT_M</a> (Table 436)
+<li><a href="103063?version=1&table=Table 437">Matrix for D2SIG/DT1_PT/DTT_M between the 2th and 1th bins of TT_M</a> (Table 437)
+<li><a href="103063?version=1&table=Table 438">Matrix for D2SIG/DT1_PT/DTT_M between the 2th and 2th bins of TT_M</a> (Table 438)
+<li><a href="103063?version=1&table=Table 439">Matrix for D2SIG/DT1_PT/DTT_M between the 3th and 1th bins of TT_M</a> (Table 439)
+<li><a href="103063?version=1&table=Table 440">Matrix for D2SIG/DT1_PT/DTT_M between the 3th and 2th bins of TT_M</a> (Table 440)
+<li><a href="103063?version=1&table=Table 441">Matrix for D2SIG/DT1_PT/DTT_M between the 3th and 3th bins of TT_M</a> (Table 441)
+<li><a href="103063?version=1&table=Table 442">Matrix for D2SIG/DT1_PT/DTT_M between the 4th and 1th bins of TT_M</a> (Table 442)
+<li><a href="103063?version=1&table=Table 443">Matrix for D2SIG/DT1_PT/DTT_M between the 4th and 2th bins of TT_M</a> (Table 443)
+<li><a href="103063?version=1&table=Table 444">Matrix for D2SIG/DT1_PT/DTT_M between the 4th and 3th bins of TT_M</a> (Table 444)
+<li><a href="103063?version=1&table=Table 445">Matrix for D2SIG/DT1_PT/DTT_M between the 4th and 4th bins of TT_M</a> (Table 445)
+</ul><br/>
+<b>Parton level:</b><br/>
+<u>1D:</u><br/>
+Spectra:<br/>
+<ul><br/>
+<li><a href="103063?version=1&table=Table 446">1/SIG*DSIG/DCHI_TT</a> (Table 446)
+<li><a href="103063?version=1&table=Table 448">DSIG/DCHI_TT</a> (Table 448)
+<li><a href="103063?version=1&table=Table 450">1/SIG*DSIG/DTT_PT</a> (Table 450)
+<li><a href="103063?version=1&table=Table 452">DSIG/DTT_PT</a> (Table 452)
+<li><a href="103063?version=1&table=Table 454">1/SIG*DSIG/DDELTAPHI</a> (Table 454)
+<li><a href="103063?version=1&table=Table 456">DSIG/DDELTAPHI</a> (Table 456)
+<li><a href="103063?version=1&table=Table 458">1/SIG*DSIG/DT2_PT</a> (Table 458)
+<li><a href="103063?version=1&table=Table 460">DSIG/DT2_PT</a> (Table 460)
+<li><a href="103063?version=1&table=Table 462">1/SIG*DSIG/DTT_M</a> (Table 462)
+<li><a href="103063?version=1&table=Table 464">DSIG/DTT_M</a> (Table 464)
+<li><a href="103063?version=1&table=Table 466">1/SIG*DSIG/DABS_Y_BOOST</a> (Table 466)
+<li><a href="103063?version=1&table=Table 468">DSIG/DABS_Y_BOOST</a> (Table 468)
+<li><a href="103063?version=1&table=Table 470">1/SIG*DSIG/DT1_PT</a> (Table 470)
+<li><a href="103063?version=1&table=Table 472">DSIG/DT1_PT</a> (Table 472)
+<li><a href="103063?version=1&table=Table 474">1/SIG*DSIG/DABS_TT_Y</a> (Table 474)
+<li><a href="103063?version=1&table=Table 476">DSIG/DABS_TT_Y</a> (Table 476)
+<li><a href="103063?version=1&table=Table 478">1/SIG*DSIG/DABS_T2_Y</a> (Table 478)
+<li><a href="103063?version=1&table=Table 480">DSIG/DABS_T2_Y</a> (Table 480)
+<li><a href="103063?version=1&table=Table 482">1/SIG*DSIG/DHT_TT</a> (Table 482)
+<li><a href="103063?version=1&table=Table 484">DSIG/DHT_TT</a> (Table 484)
+<li><a href="103063?version=1&table=Table 486">1/SIG*DSIG/DABS_T1_Y</a> (Table 486)
+<li><a href="103063?version=1&table=Table 488">DSIG/DABS_T1_Y</a> (Table 488)
+</ul><br/>
+Covariances:<br/>
+<ul><br/>
+<li><a href="103063?version=1&table=Table 447">1/SIG*DSIG/DCHI_TT</a> (Table 447)
+<li><a href="103063?version=1&table=Table 449">DSIG/DCHI_TT</a> (Table 449)
+<li><a href="103063?version=1&table=Table 451">1/SIG*DSIG/DTT_PT</a> (Table 451)
+<li><a href="103063?version=1&table=Table 453">DSIG/DTT_PT</a> (Table 453)
+<li><a href="103063?version=1&table=Table 455">1/SIG*DSIG/DDELTAPHI</a> (Table 455)
+<li><a href="103063?version=1&table=Table 457">DSIG/DDELTAPHI</a> (Table 457)
+<li><a href="103063?version=1&table=Table 459">1/SIG*DSIG/DT2_PT</a> (Table 459)
+<li><a href="103063?version=1&table=Table 461">DSIG/DT2_PT</a> (Table 461)
+<li><a href="103063?version=1&table=Table 463">1/SIG*DSIG/DTT_M</a> (Table 463)
+<li><a href="103063?version=1&table=Table 465">DSIG/DTT_M</a> (Table 465)
+<li><a href="103063?version=1&table=Table 467">1/SIG*DSIG/DABS_Y_BOOST</a> (Table 467)
+<li><a href="103063?version=1&table=Table 469">DSIG/DABS_Y_BOOST</a> (Table 469)
+<li><a href="103063?version=1&table=Table 471">1/SIG*DSIG/DT1_PT</a> (Table 471)
+<li><a href="103063?version=1&table=Table 473">DSIG/DT1_PT</a> (Table 473)
+<li><a href="103063?version=1&table=Table 475">1/SIG*DSIG/DABS_TT_Y</a> (Table 475)
+<li><a href="103063?version=1&table=Table 477">DSIG/DABS_TT_Y</a> (Table 477)
+<li><a href="103063?version=1&table=Table 479">1/SIG*DSIG/DABS_T2_Y</a> (Table 479)
+<li><a href="103063?version=1&table=Table 481">DSIG/DABS_T2_Y</a> (Table 481)
+<li><a href="103063?version=1&table=Table 483">1/SIG*DSIG/DHT_TT</a> (Table 483)
+<li><a href="103063?version=1&table=Table 485">DSIG/DHT_TT</a> (Table 485)
+<li><a href="103063?version=1&table=Table 487">1/SIG*DSIG/DABS_T1_Y</a> (Table 487)
+<li><a href="103063?version=1&table=Table 489">DSIG/DABS_T1_Y</a> (Table 489)
+</ul><br/>
+<u>2D:</u><br/>
+Spectra:<br/>
+<ul><br/>
+<li><a href="103063?version=1&table=Table 490">1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV)</a> (Table 490)
+<li><a href="103063?version=1&table=Table 491">1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV)</a> (Table 491)
+<li><a href="103063?version=1&table=Table 492">1/SIG*D2SIG/DABS_TT_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV)</a> (Table 492)
+<li><a href="103063?version=1&table=Table 499">D2SIG/DABS_TT_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV)</a> (Table 499)
+<li><a href="103063?version=1&table=Table 500">D2SIG/DABS_TT_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV)</a> (Table 500)
+<li><a href="103063?version=1&table=Table 501">D2SIG/DABS_TT_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV)</a> (Table 501)
+<li><a href="103063?version=1&table=Table 508">1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.0  < ABS_T1_Y < 0.5 )</a> (Table 508)
+<li><a href="103063?version=1&table=Table 509">1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.5  < ABS_T1_Y < 1.0 )</a> (Table 509)
+<li><a href="103063?version=1&table=Table 510">1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.0  < ABS_T1_Y < 1.5 )</a> (Table 510)
+<li><a href="103063?version=1&table=Table 511">1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.5  < ABS_T1_Y < 2.5 )</a> (Table 511)
+<li><a href="103063?version=1&table=Table 522">D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.0  < ABS_T1_Y < 0.5 )</a> (Table 522)
+<li><a href="103063?version=1&table=Table 523">D2SIG/DABS_T2_Y/DABS_T1_Y ( 0.5  < ABS_T1_Y < 1.0 )</a> (Table 523)
+<li><a href="103063?version=1&table=Table 524">D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.0  < ABS_T1_Y < 1.5 )</a> (Table 524)
+<li><a href="103063?version=1&table=Table 525">D2SIG/DABS_T2_Y/DABS_T1_Y ( 1.5  < ABS_T1_Y < 2.5 )</a> (Table 525)
+<li><a href="103063?version=1&table=Table 536">1/SIG*D2SIG/DT2_PT/DM ( 0.0 GeV < M < 700.0 GeV)</a> (Table 536)
+<li><a href="103063?version=1&table=Table 537">1/SIG*D2SIG/DT2_PT/DM ( 700.0 GeV < M < 970.0 GeV)</a> (Table 537)
+<li><a href="103063?version=1&table=Table 538">1/SIG*D2SIG/DT2_PT/DM ( 970.0 GeV < M < 1315.0 GeV)</a> (Table 538)
+<li><a href="103063?version=1&table=Table 539">1/SIG*D2SIG/DT2_PT/DM ( 1315.0 GeV < M < 3000.0 GeV)</a> (Table 539)
+<li><a href="103063?version=1&table=Table 550">D2SIG/DT2_PT/DM ( 0.0 GeV < M < 700.0 GeV)</a> (Table 550)
+<li><a href="103063?version=1&table=Table 551">D2SIG/DT2_PT/DM ( 700.0 GeV < M < 970.0 GeV)</a> (Table 551)
+<li><a href="103063?version=1&table=Table 552">D2SIG/DT2_PT/DM ( 970.0 GeV < M < 1315.0 GeV)</a> (Table 552)
+<li><a href="103063?version=1&table=Table 553">D2SIG/DT2_PT/DM ( 1315.0 GeV < M < 3000.0 GeV)</a> (Table 553)
+<li><a href="103063?version=1&table=Table 564">1/SIG*D2SIG/DABS_T1_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV)</a> (Table 564)
+<li><a href="103063?version=1&table=Table 565">1/SIG*D2SIG/DABS_T1_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV)</a> (Table 565)
+<li><a href="103063?version=1&table=Table 566">1/SIG*D2SIG/DABS_T1_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV)</a> (Table 566)
+<li><a href="103063?version=1&table=Table 573">D2SIG/DABS_T1_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV)</a> (Table 573)
+<li><a href="103063?version=1&table=Table 574">D2SIG/DABS_T1_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV)</a> (Table 574)
+<li><a href="103063?version=1&table=Table 575">D2SIG/DABS_T1_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV)</a> (Table 575)
+<li><a href="103063?version=1&table=Table 582">1/SIG*D2SIG/DABS_T2_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV)</a> (Table 582)
+<li><a href="103063?version=1&table=Table 583">1/SIG*D2SIG/DABS_T2_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV)</a> (Table 583)
+<li><a href="103063?version=1&table=Table 584">1/SIG*D2SIG/DABS_T2_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV)</a> (Table 584)
+<li><a href="103063?version=1&table=Table 591">D2SIG/DABS_T2_Y/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV)</a> (Table 591)
+<li><a href="103063?version=1&table=Table 592">D2SIG/DABS_T2_Y/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV)</a> (Table 592)
+<li><a href="103063?version=1&table=Table 593">D2SIG/DABS_T2_Y/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV)</a> (Table 593)
+<li><a href="103063?version=1&table=Table 600">1/SIG*D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV)</a> (Table 600)
+<li><a href="103063?version=1&table=Table 601">1/SIG*D2SIG/DTT_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV)</a> (Table 601)
+<li><a href="103063?version=1&table=Table 602">1/SIG*D2SIG/DTT_PT/DTT_M ( 970.0 GeV < TT_M < 1315.0 GeV)</a> (Table 602)
+<li><a href="103063?version=1&table=Table 603">1/SIG*D2SIG/DTT_PT/DTT_M ( 1315.0 GeV < TT_M < 3000.0 GeV)</a> (Table 603)
+<li><a href="103063?version=1&table=Table 614">D2SIG/DTT_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV)</a> (Table 614)
+<li><a href="103063?version=1&table=Table 615">D2SIG/DTT_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV)</a> (Table 615)
+<li><a href="103063?version=1&table=Table 616">D2SIG/DTT_PT/DTT_M ( 970.0 GeV < TT_M < 1315.0 GeV)</a> (Table 616)
+<li><a href="103063?version=1&table=Table 617">D2SIG/DTT_PT/DTT_M ( 1315.0 GeV < TT_M < 3000.0 GeV)</a> (Table 617)
+<li><a href="103063?version=1&table=Table 628">1/SIG*D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV)</a> (Table 628)
+<li><a href="103063?version=1&table=Table 629">1/SIG*D2SIG/DT1_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV)</a> (Table 629)
+<li><a href="103063?version=1&table=Table 630">1/SIG*D2SIG/DT1_PT/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV)</a> (Table 630)
+<li><a href="103063?version=1&table=Table 637">D2SIG/DT1_PT/DTT_M ( 0.0 GeV < TT_M < 700.0 GeV)</a> (Table 637)
+<li><a href="103063?version=1&table=Table 638">D2SIG/DT1_PT/DTT_M ( 700.0 GeV < TT_M < 970.0 GeV)</a> (Table 638)
+<li><a href="103063?version=1&table=Table 639">D2SIG/DT1_PT/DTT_M ( 970.0 GeV < TT_M < 3000.0 GeV)</a> (Table 639)
+<li><a href="103063?version=1&table=Table 646">1/SIG*D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 170.0 GeV)</a> (Table 646)
+<li><a href="103063?version=1&table=Table 647">1/SIG*D2SIG/DT1_PT/DT2_PT ( 170.0 GeV < T2_PT < 290.0 GeV)</a> (Table 647)
+<li><a href="103063?version=1&table=Table 648">1/SIG*D2SIG/DT1_PT/DT2_PT ( 290.0 GeV < T2_PT < 450.0 GeV)</a> (Table 648)
+<li><a href="103063?version=1&table=Table 649">1/SIG*D2SIG/DT1_PT/DT2_PT ( 450.0 GeV < T2_PT < 1000.0 GeV)</a> (Table 649)
+<li><a href="103063?version=1&table=Table 660">D2SIG/DT1_PT/DT2_PT ( 0.0 GeV < T2_PT < 170.0 GeV)</a> (Table 660)
+<li><a href="103063?version=1&table=Table 661">D2SIG/DT1_PT/DT2_PT ( 170.0 GeV < T2_PT < 290.0 GeV)</a> (Table 661)
+<li><a href="103063?version=1&table=Table 662">D2SIG/DT1_PT/DT2_PT ( 290.0 GeV < T2_PT < 450.0 GeV)</a> (Table 662)
+<li><a href="103063?version=1&table=Table 663">D2SIG/DT1_PT/DT2_PT ( 450.0 GeV < T2_PT < 1000.0 GeV)</a> (Table 663)
+</ul><br/>
+Covariances:<br/>
+<ul><br/>
+<li><a href="103063?version=1&table=Table 493">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 1th and 1th bins of TT_M</a> (Table 493)
+<li><a href="103063?version=1&table=Table 494">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 2th and 1th bins of TT_M</a> (Table 494)
+<li><a href="103063?version=1&table=Table 495">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 2th and 2th bins of TT_M</a> (Table 495)
+<li><a href="103063?version=1&table=Table 496">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 3th and 1th bins of TT_M</a> (Table 496)
+<li><a href="103063?version=1&table=Table 497">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 3th and 2th bins of TT_M</a> (Table 497)
+<li><a href="103063?version=1&table=Table 498">Matrix for 1/SIG*D2SIG/DABS_TT_Y/DTT_M between the 3th and 3th bins of TT_M</a> (Table 498)
+<li><a href="103063?version=1&table=Table 502">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 1th and 1th bins of TT_M</a> (Table 502)
+<li><a href="103063?version=1&table=Table 503">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 2th and 1th bins of TT_M</a> (Table 503)
+<li><a href="103063?version=1&table=Table 504">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 2th and 2th bins of TT_M</a> (Table 504)
+<li><a href="103063?version=1&table=Table 505">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 3th and 1th bins of TT_M</a> (Table 505)
+<li><a href="103063?version=1&table=Table 506">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 3th and 2th bins of TT_M</a> (Table 506)
+<li><a href="103063?version=1&table=Table 507">Matrix for D2SIG/DABS_TT_Y/DTT_M between the 3th and 3th bins of TT_M</a> (Table 507)
+<li><a href="103063?version=1&table=Table 512">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y between the 1th and 1th bins of ABS_T1_Y</a> (Table 512)
+<li><a href="103063?version=1&table=Table 513">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y between the 2th and 1th bins of ABS_T1_Y</a> (Table 513)
+<li><a href="103063?version=1&table=Table 514">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y between the 2th and 2th bins of ABS_T1_Y</a> (Table 514)
+<li><a href="103063?version=1&table=Table 515">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y between the 3th and 1th bins of ABS_T1_Y</a> (Table 515)
+<li><a href="103063?version=1&table=Table 516">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y between the 3th and 2th bins of ABS_T1_Y</a> (Table 516)
+<li><a href="103063?version=1&table=Table 517">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y between the 3th and 3th bins of ABS_T1_Y</a> (Table 517)
+<li><a href="103063?version=1&table=Table 518">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y between the 4th and 1th bins of ABS_T1_Y</a> (Table 518)
+<li><a href="103063?version=1&table=Table 519">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y between the 4th and 2th bins of ABS_T1_Y</a> (Table 519)
+<li><a href="103063?version=1&table=Table 520">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y between the 4th and 3th bins of ABS_T1_Y</a> (Table 520)
+<li><a href="103063?version=1&table=Table 521">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y between the 4th and 4th bins of ABS_T1_Y</a> (Table 521)
+<li><a href="103063?version=1&table=Table 526">Matrix for D2SIG/DABS_T2_Y/DABS_T1_Y between the 1th and 1th bins of ABS_T1_Y</a> (Table 526)
+<li><a href="103063?version=1&table=Table 527">Matrix for D2SIG/DABS_T2_Y/DABS_T1_Y between the 2th and 1th bins of ABS_T1_Y</a> (Table 527)
+<li><a href="103063?version=1&table=Table 528">Matrix for D2SIG/DABS_T2_Y/DABS_T1_Y between the 2th and 2th bins of ABS_T1_Y</a> (Table 528)
+<li><a href="103063?version=1&table=Table 529">Matrix for D2SIG/DABS_T2_Y/DABS_T1_Y between the 3th and 1th bins of ABS_T1_Y</a> (Table 529)
+<li><a href="103063?version=1&table=Table 530">Matrix for D2SIG/DABS_T2_Y/DABS_T1_Y between the 3th and 2th bins of ABS_T1_Y</a> (Table 530)
+<li><a href="103063?version=1&table=Table 531">Matrix for D2SIG/DABS_T2_Y/DABS_T1_Y between the 3th and 3th bins of ABS_T1_Y</a> (Table 531)
+<li><a href="103063?version=1&table=Table 532">Matrix for D2SIG/DABS_T2_Y/DABS_T1_Y between the 4th and 1th bins of ABS_T1_Y</a> (Table 532)
+<li><a href="103063?version=1&table=Table 533">Matrix for D2SIG/DABS_T2_Y/DABS_T1_Y between the 4th and 2th bins of ABS_T1_Y</a> (Table 533)
+<li><a href="103063?version=1&table=Table 534">Matrix for D2SIG/DABS_T2_Y/DABS_T1_Y between the 4th and 3th bins of ABS_T1_Y</a> (Table 534)
+<li><a href="103063?version=1&table=Table 535">Matrix for D2SIG/DABS_T2_Y/DABS_T1_Y between the 4th and 4th bins of ABS_T1_Y</a> (Table 535)
+<li><a href="103063?version=1&table=Table 540">Matrix for 1/SIG*D2SIG/DT2_PT/DM between the 1th and 1th bins of M</a> (Table 540)
+<li><a href="103063?version=1&table=Table 541">Matrix for 1/SIG*D2SIG/DT2_PT/DM between the 2th and 1th bins of M</a> (Table 541)
+<li><a href="103063?version=1&table=Table 542">Matrix for 1/SIG*D2SIG/DT2_PT/DM between the 2th and 2th bins of M</a> (Table 542)
+<li><a href="103063?version=1&table=Table 543">Matrix for 1/SIG*D2SIG/DT2_PT/DM between the 3th and 1th bins of M</a> (Table 543)
+<li><a href="103063?version=1&table=Table 544">Matrix for 1/SIG*D2SIG/DT2_PT/DM between the 3th and 2th bins of M</a> (Table 544)
+<li><a href="103063?version=1&table=Table 545">Matrix for 1/SIG*D2SIG/DT2_PT/DM between the 3th and 3th bins of M</a> (Table 545)
+<li><a href="103063?version=1&table=Table 546">Matrix for 1/SIG*D2SIG/DT2_PT/DM between the 4th and 1th bins of M</a> (Table 546)
+<li><a href="103063?version=1&table=Table 547">Matrix for 1/SIG*D2SIG/DT2_PT/DM between the 4th and 2th bins of M</a> (Table 547)
+<li><a href="103063?version=1&table=Table 548">Matrix for 1/SIG*D2SIG/DT2_PT/DM between the 4th and 3th bins of M</a> (Table 548)
+<li><a href="103063?version=1&table=Table 549">Matrix for 1/SIG*D2SIG/DT2_PT/DM between the 4th and 4th bins of M</a> (Table 549)
+<li><a href="103063?version=1&table=Table 554">Matrix for D2SIG/DT2_PT/DM between the 1th and 1th bins of M</a> (Table 554)
+<li><a href="103063?version=1&table=Table 555">Matrix for D2SIG/DT2_PT/DM between the 2th and 1th bins of M</a> (Table 555)
+<li><a href="103063?version=1&table=Table 556">Matrix for D2SIG/DT2_PT/DM between the 2th and 2th bins of M</a> (Table 556)
+<li><a href="103063?version=1&table=Table 557">Matrix for D2SIG/DT2_PT/DM between the 3th and 1th bins of M</a> (Table 557)
+<li><a href="103063?version=1&table=Table 558">Matrix for D2SIG/DT2_PT/DM between the 3th and 2th bins of M</a> (Table 558)
+<li><a href="103063?version=1&table=Table 559">Matrix for D2SIG/DT2_PT/DM between the 3th and 3th bins of M</a> (Table 559)
+<li><a href="103063?version=1&table=Table 560">Matrix for D2SIG/DT2_PT/DM between the 4th and 1th bins of M</a> (Table 560)
+<li><a href="103063?version=1&table=Table 561">Matrix for D2SIG/DT2_PT/DM between the 4th and 2th bins of M</a> (Table 561)
+<li><a href="103063?version=1&table=Table 562">Matrix for D2SIG/DT2_PT/DM between the 4th and 3th bins of M</a> (Table 562)
+<li><a href="103063?version=1&table=Table 563">Matrix for D2SIG/DT2_PT/DM between the 4th and 4th bins of M</a> (Table 563)
+<li><a href="103063?version=1&table=Table 567">Matrix for 1/SIG*D2SIG/DABS_T1_Y/DTT_M between the 1th and 1th bins of TT_M</a> (Table 567)
+<li><a href="103063?version=1&table=Table 568">Matrix for 1/SIG*D2SIG/DABS_T1_Y/DTT_M between the 2th and 1th bins of TT_M</a> (Table 568)
+<li><a href="103063?version=1&table=Table 569">Matrix for 1/SIG*D2SIG/DABS_T1_Y/DTT_M between the 2th and 2th bins of TT_M</a> (Table 569)
+<li><a href="103063?version=1&table=Table 570">Matrix for 1/SIG*D2SIG/DABS_T1_Y/DTT_M between the 3th and 1th bins of TT_M</a> (Table 570)
+<li><a href="103063?version=1&table=Table 571">Matrix for 1/SIG*D2SIG/DABS_T1_Y/DTT_M between the 3th and 2th bins of TT_M</a> (Table 571)
+<li><a href="103063?version=1&table=Table 572">Matrix for 1/SIG*D2SIG/DABS_T1_Y/DTT_M between the 3th and 3th bins of TT_M</a> (Table 572)
+<li><a href="103063?version=1&table=Table 576">Matrix for D2SIG/DABS_T1_Y/DTT_M between the 1th and 1th bins of TT_M</a> (Table 576)
+<li><a href="103063?version=1&table=Table 577">Matrix for D2SIG/DABS_T1_Y/DTT_M between the 2th and 1th bins of TT_M</a> (Table 577)
+<li><a href="103063?version=1&table=Table 578">Matrix for D2SIG/DABS_T1_Y/DTT_M between the 2th and 2th bins of TT_M</a> (Table 578)
+<li><a href="103063?version=1&table=Table 579">Matrix for D2SIG/DABS_T1_Y/DTT_M between the 3th and 1th bins of TT_M</a> (Table 579)
+<li><a href="103063?version=1&table=Table 580">Matrix for D2SIG/DABS_T1_Y/DTT_M between the 3th and 2th bins of TT_M</a> (Table 580)
+<li><a href="103063?version=1&table=Table 581">Matrix for D2SIG/DABS_T1_Y/DTT_M between the 3th and 3th bins of TT_M</a> (Table 581)
+<li><a href="103063?version=1&table=Table 585">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DTT_M between the 1th and 1th bins of TT_M</a> (Table 585)
+<li><a href="103063?version=1&table=Table 586">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DTT_M between the 2th and 1th bins of TT_M</a> (Table 586)
+<li><a href="103063?version=1&table=Table 587">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DTT_M between the 2th and 2th bins of TT_M</a> (Table 587)
+<li><a href="103063?version=1&table=Table 588">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DTT_M between the 3th and 1th bins of TT_M</a> (Table 588)
+<li><a href="103063?version=1&table=Table 589">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DTT_M between the 3th and 2th bins of TT_M</a> (Table 589)
+<li><a href="103063?version=1&table=Table 590">Matrix for 1/SIG*D2SIG/DABS_T2_Y/DTT_M between the 3th and 3th bins of TT_M</a> (Table 590)
+<li><a href="103063?version=1&table=Table 594">Matrix for D2SIG/DABS_T2_Y/DTT_M between the 1th and 1th bins of TT_M</a> (Table 594)
+<li><a href="103063?version=1&table=Table 595">Matrix for D2SIG/DABS_T2_Y/DTT_M between the 2th and 1th bins of TT_M</a> (Table 595)
+<li><a href="103063?version=1&table=Table 596">Matrix for D2SIG/DABS_T2_Y/DTT_M between the 2th and 2th bins of TT_M</a> (Table 596)
+<li><a href="103063?version=1&table=Table 597">Matrix for D2SIG/DABS_T2_Y/DTT_M between the 3th and 1th bins of TT_M</a> (Table 597)
+<li><a href="103063?version=1&table=Table 598">Matrix for D2SIG/DABS_T2_Y/DTT_M between the 3th and 2th bins of TT_M</a> (Table 598)
+<li><a href="103063?version=1&table=Table 599">Matrix for D2SIG/DABS_T2_Y/DTT_M between the 3th and 3th bins of TT_M</a> (Table 599)
+<li><a href="103063?version=1&table=Table 604">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 1th and 1th bins of TT_M</a> (Table 604)
+<li><a href="103063?version=1&table=Table 605">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 2th and 1th bins of TT_M</a> (Table 605)
+<li><a href="103063?version=1&table=Table 606">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 2th and 2th bins of TT_M</a> (Table 606)
+<li><a href="103063?version=1&table=Table 607">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 3th and 1th bins of TT_M</a> (Table 607)
+<li><a href="103063?version=1&table=Table 608">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 3th and 2th bins of TT_M</a> (Table 608)
+<li><a href="103063?version=1&table=Table 609">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 3th and 3th bins of TT_M</a> (Table 609)
+<li><a href="103063?version=1&table=Table 610">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 4th and 1th bins of TT_M</a> (Table 610)
+<li><a href="103063?version=1&table=Table 611">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 4th and 2th bins of TT_M</a> (Table 611)
+<li><a href="103063?version=1&table=Table 612">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 4th and 3th bins of TT_M</a> (Table 612)
+<li><a href="103063?version=1&table=Table 613">Matrix for 1/SIG*D2SIG/DTT_PT/DTT_M between the 4th and 4th bins of TT_M</a> (Table 613)
+<li><a href="103063?version=1&table=Table 618">Matrix for D2SIG/DTT_PT/DTT_M between the 1th and 1th bins of TT_M</a> (Table 618)
+<li><a href="103063?version=1&table=Table 619">Matrix for D2SIG/DTT_PT/DTT_M between the 2th and 1th bins of TT_M</a> (Table 619)
+<li><a href="103063?version=1&table=Table 620">Matrix for D2SIG/DTT_PT/DTT_M between the 2th and 2th bins of TT_M</a> (Table 620)
+<li><a href="103063?version=1&table=Table 621">Matrix for D2SIG/DTT_PT/DTT_M between the 3th and 1th bins of TT_M</a> (Table 621)
+<li><a href="103063?version=1&table=Table 622">Matrix for D2SIG/DTT_PT/DTT_M between the 3th and 2th bins of TT_M</a> (Table 622)
+<li><a href="103063?version=1&table=Table 623">Matrix for D2SIG/DTT_PT/DTT_M between the 3th and 3th bins of TT_M</a> (Table 623)
+<li><a href="103063?version=1&table=Table 624">Matrix for D2SIG/DTT_PT/DTT_M between the 4th and 1th bins of TT_M</a> (Table 624)
+<li><a href="103063?version=1&table=Table 625">Matrix for D2SIG/DTT_PT/DTT_M between the 4th and 2th bins of TT_M</a> (Table 625)
+<li><a href="103063?version=1&table=Table 626">Matrix for D2SIG/DTT_PT/DTT_M between the 4th and 3th bins of TT_M</a> (Table 626)
+<li><a href="103063?version=1&table=Table 627">Matrix for D2SIG/DTT_PT/DTT_M between the 4th and 4th bins of TT_M</a> (Table 627)
+<li><a href="103063?version=1&table=Table 631">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 1th and 1th bins of TT_M</a> (Table 631)
+<li><a href="103063?version=1&table=Table 632">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 2th and 1th bins of TT_M</a> (Table 632)
+<li><a href="103063?version=1&table=Table 633">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 2th and 2th bins of TT_M</a> (Table 633)
+<li><a href="103063?version=1&table=Table 634">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 3th and 1th bins of TT_M</a> (Table 634)
+<li><a href="103063?version=1&table=Table 635">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 3th and 2th bins of TT_M</a> (Table 635)
+<li><a href="103063?version=1&table=Table 636">Matrix for 1/SIG*D2SIG/DT1_PT/DTT_M between the 3th and 3th bins of TT_M</a> (Table 636)
+<li><a href="103063?version=1&table=Table 640">Matrix for D2SIG/DT1_PT/DTT_M between the 1th and 1th bins of TT_M</a> (Table 640)
+<li><a href="103063?version=1&table=Table 641">Matrix for D2SIG/DT1_PT/DTT_M between the 2th and 1th bins of TT_M</a> (Table 641)
+<li><a href="103063?version=1&table=Table 642">Matrix for D2SIG/DT1_PT/DTT_M between the 2th and 2th bins of TT_M</a> (Table 642)
+<li><a href="103063?version=1&table=Table 643">Matrix for D2SIG/DT1_PT/DTT_M between the 3th and 1th bins of TT_M</a> (Table 643)
+<li><a href="103063?version=1&table=Table 644">Matrix for D2SIG/DT1_PT/DTT_M between the 3th and 2th bins of TT_M</a> (Table 644)
+<li><a href="103063?version=1&table=Table 645">Matrix for D2SIG/DT1_PT/DTT_M between the 3th and 3th bins of TT_M</a> (Table 645)
+<li><a href="103063?version=1&table=Table 650">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 1th and 1th bins of T2_PT</a> (Table 650)
+<li><a href="103063?version=1&table=Table 651">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 2th and 1th bins of T2_PT</a> (Table 651)
+<li><a href="103063?version=1&table=Table 652">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 2th and 2th bins of T2_PT</a> (Table 652)
+<li><a href="103063?version=1&table=Table 653">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 3th and 1th bins of T2_PT</a> (Table 653)
+<li><a href="103063?version=1&table=Table 654">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 3th and 2th bins of T2_PT</a> (Table 654)
+<li><a href="103063?version=1&table=Table 655">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 3th and 3th bins of T2_PT</a> (Table 655)
+<li><a href="103063?version=1&table=Table 656">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 4th and 1th bins of T2_PT</a> (Table 656)
+<li><a href="103063?version=1&table=Table 657">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 4th and 2th bins of T2_PT</a> (Table 657)
+<li><a href="103063?version=1&table=Table 658">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 4th and 3th bins of T2_PT</a> (Table 658)
+<li><a href="103063?version=1&table=Table 659">Matrix for 1/SIG*D2SIG/DT1_PT/DT2_PT between the 4th and 4th bins of T2_PT</a> (Table 659)
+<li><a href="103063?version=1&table=Table 664">Matrix for D2SIG/DT1_PT/DT2_PT between the 1th and 1th bins of T2_PT</a> (Table 664)
+<li><a href="103063?version=1&table=Table 665">Matrix for D2SIG/DT1_PT/DT2_PT between the 2th and 1th bins of T2_PT</a> (Table 665)
+<li><a href="103063?version=1&table=Table 666">Matrix for D2SIG/DT1_PT/DT2_PT between the 2th and 2th bins of T2_PT</a> (Table 666)
+<li><a href="103063?version=1&table=Table 667">Matrix for D2SIG/DT1_PT/DT2_PT between the 3th and 1th bins of T2_PT</a> (Table 667)
+<li><a href="103063?version=1&table=Table 668">Matrix for D2SIG/DT1_PT/DT2_PT between the 3th and 2th bins of T2_PT</a> (Table 668)
+<li><a href="103063?version=1&table=Table 669">Matrix for D2SIG/DT1_PT/DT2_PT between the 3th and 3th bins of T2_PT</a> (Table 669)
+<li><a href="103063?version=1&table=Table 670">Matrix for D2SIG/DT1_PT/DT2_PT between the 4th and 1th bins of T2_PT</a> (Table 670)
+<li><a href="103063?version=1&table=Table 671">Matrix for D2SIG/DT1_PT/DT2_PT between the 4th and 2th bins of T2_PT</a> (Table 671)
+<li><a href="103063?version=1&table=Table 672">Matrix for D2SIG/DT1_PT/DT2_PT between the 4th and 3th bins of T2_PT</a> (Table 672)
+<li><a href="103063?version=1&table=Table 673">Matrix for D2SIG/DT1_PT/DT2_PT between the 4th and 4th bins of T2_PT</a> (Table 673)
+</ul><br/>
+'
+keywords: []
+name: 'Table of contents'
+---
+data_file: Table0.yaml
+description: |
+  Relative differential cross-section as a function of $\Delta R^{extra1}_{jet1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DDR_E1J1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 1
+location: Data from Figure 14
+additional_resources:
+- {description: Image file, location: fig_14.png}
+- {description: Thumbnail image file, location: thumb_fig_14.png}
+---
+data_file: Table1.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $\Delta R^{extra1}_{jet1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 2
+location: Data from Figure 14
+additional_resources:
+- {description: Image file, location: fig_14.png}
+- {description: Thumbnail image file, location: thumb_fig_14.png}
+---
+data_file: Table2.yaml
+description: |
+  Absolute differential cross-section as a function of $\Delta R^{extra1}_{jet1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DDR_E1J1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 3
+location: Data from Auxiliary Figure 27
+additional_resources:
+- {description: Image file, location: figaux_27.png}
+- {description: Thumbnail image file, location: thumb_figaux_27.png}
+---
+data_file: Table3.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $\Delta R^{extra1}_{jet1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 4
+location: Data from Auxiliary Figure 27
+additional_resources:
+- {description: Image file, location: figaux_27.png}
+- {description: Thumbnail image file, location: thumb_figaux_27.png}
+---
+data_file: Table4.yaml
+description: |
+  Relative differential cross-section as a function of $|y^{t,1}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 5
+location: Data from Auxiliary Figure 02b
+additional_resources:
+- {description: Image file, location: figaux_02b.png}
+- {description: Thumbnail image file, location: thumb_figaux_02b.png}
+---
+data_file: Table5.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $|y^{t,1}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 6
+location: Data from Auxiliary Figure 02b
+additional_resources:
+- {description: Image file, location: figaux_02b.png}
+- {description: Thumbnail image file, location: thumb_figaux_02b.png}
+---
+data_file: Table6.yaml
+description: |
+  Absolute differential cross-section as a function of $|y^{t,1}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 7
+location: Data from Auxiliary Figure 02a
+additional_resources:
+- {description: Image file, location: figaux_02a.png}
+- {description: Thumbnail image file, location: thumb_figaux_02a.png}
+---
+data_file: Table7.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $|y^{t,1}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 8
+location: Data from Auxiliary Figure 02a
+additional_resources:
+- {description: Image file, location: figaux_02a.png}
+- {description: Thumbnail image file, location: thumb_figaux_02a.png}
+---
+data_file: Table8.yaml
+description: |
+  Relative differential cross-section as a function of $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 9
+location: Data from Figure 08b
+additional_resources:
+- {description: Image file, location: fig_08b.png}
+- {description: Thumbnail image file, location: thumb_fig_08b.png}
+---
+data_file: Table9.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 10
+location: Data from Figure 08b
+additional_resources:
+- {description: Image file, location: fig_08b.png}
+- {description: Thumbnail image file, location: thumb_fig_08b.png}
+---
+data_file: Table10.yaml
+description: |
+  Absolute differential cross-section as a function of $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 11
+location: Data from Auxiliary Figure 07
+additional_resources:
+- {description: Image file, location: figaux_07.png}
+- {description: Thumbnail image file, location: thumb_figaux_07.png}
+---
+data_file: Table11.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 12
+location: Data from Auxiliary Figure 07
+additional_resources:
+- {description: Image file, location: figaux_07.png}
+- {description: Thumbnail image file, location: thumb_figaux_07.png}
+---
+data_file: Table12.yaml
+description: |
+  Relative differential cross-section as a function of $|y^{t,2}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DABS_T2_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 13
+location: Data from Auxiliary Figure 04b
+additional_resources:
+- {description: Image file, location: figaux_04b.png}
+- {description: Thumbnail image file, location: thumb_figaux_04b.png}
+---
+data_file: Table13.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $|y^{t,2}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 14
+location: Data from Auxiliary Figure 04b
+additional_resources:
+- {description: Image file, location: figaux_04b.png}
+- {description: Thumbnail image file, location: thumb_figaux_04b.png}
+---
+data_file: Table14.yaml
+description: |
+  Absolute differential cross-section as a function of $|y^{t,2}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DABS_T2_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 15
+location: Data from Auxiliary Figure 04a
+additional_resources:
+- {description: Image file, location: figaux_04a.png}
+- {description: Thumbnail image file, location: thumb_figaux_04a.png}
+---
+data_file: Table15.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $|y^{t,2}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 16
+location: Data from Auxiliary Figure 04a
+additional_resources:
+- {description: Image file, location: figaux_04a.png}
+- {description: Thumbnail image file, location: thumb_figaux_04a.png}
+---
+data_file: Table16.yaml
+description: |
+  Relative differential cross-section as a function of $|y^{t\bar{t}}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DABS_TT_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 17
+location: Data from Auxiliary Figure 06b
+additional_resources:
+- {description: Image file, location: figaux_06b.png}
+- {description: Thumbnail image file, location: thumb_figaux_06b.png}
+---
+data_file: Table17.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $|y^{t\bar{t}}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 18
+location: Data from Auxiliary Figure 06b
+additional_resources:
+- {description: Image file, location: figaux_06b.png}
+- {description: Thumbnail image file, location: thumb_figaux_06b.png}
+---
+data_file: Table18.yaml
+description: |
+  Absolute differential cross-section as a function of $|y^{t\bar{t}}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DABS_TT_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 19
+location: Data from Auxiliary Figure 06a
+additional_resources:
+- {description: Image file, location: figaux_06a.png}
+- {description: Thumbnail image file, location: thumb_figaux_06a.png}
+---
+data_file: Table19.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $|y^{t\bar{t}}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 20
+location: Data from Auxiliary Figure 06a
+additional_resources:
+- {description: Image file, location: figaux_06a.png}
+- {description: Thumbnail image file, location: thumb_figaux_06a.png}
+---
+data_file: Table20.yaml
+description: |
+  Relative differential cross-section as a function of $p_{T}^{t,1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DT1_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 21
+location: Data from Figure 05b
+additional_resources:
+- {description: Image file, location: fig_05b.png}
+- {description: Thumbnail image file, location: thumb_fig_05b.png}
+---
+data_file: Table21.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $p_{T}^{t,1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 22
+location: Data from Figure 05b
+additional_resources:
+- {description: Image file, location: fig_05b.png}
+- {description: Thumbnail image file, location: thumb_fig_05b.png}
+---
+data_file: Table22.yaml
+description: |
+  Absolute differential cross-section as a function of $p_{T}^{t,1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DT1_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 23
+location: Data from Figure 07a
+additional_resources:
+- {description: Image file, location: fig_07a.png}
+- {description: Thumbnail image file, location: thumb_fig_07a.png}
+---
+data_file: Table23.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $p_{T}^{t,1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 24
+location: Data from Figure 07a
+additional_resources:
+- {description: Image file, location: fig_07a.png}
+- {description: Thumbnail image file, location: thumb_fig_07a.png}
+---
+data_file: Table24.yaml
+description: |
+  Relative differential cross-section as a function of $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 25
+location: Data from Figure 05d
+additional_resources:
+- {description: Image file, location: fig_05d.png}
+- {description: Thumbnail image file, location: thumb_fig_05d.png}
+---
+data_file: Table25.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 26
+location: Data from Figure 05d
+additional_resources:
+- {description: Image file, location: fig_05d.png}
+- {description: Thumbnail image file, location: thumb_fig_05d.png}
+---
+data_file: Table26.yaml
+description: |
+  Absolute differential cross-section as a function of $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 27
+location: Data from Auxiliary Figure 03
+additional_resources:
+- {description: Image file, location: figaux_03.png}
+- {description: Thumbnail image file, location: thumb_figaux_03.png}
+---
+data_file: Table27.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 28
+location: Data from Auxiliary Figure 03
+additional_resources:
+- {description: Image file, location: figaux_03.png}
+- {description: Thumbnail image file, location: thumb_figaux_03.png}
+---
+data_file: Table28.yaml
+description: |
+  Relative differential cross-section as a function of $p_{T}^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DTT_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 29
+location: Data from Figure 08a
+additional_resources:
+- {description: Image file, location: fig_08a.png}
+- {description: Thumbnail image file, location: thumb_fig_08a.png}
+---
+data_file: Table29.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $p_{T}^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 30
+location: Data from Figure 08a
+additional_resources:
+- {description: Image file, location: fig_08a.png}
+- {description: Thumbnail image file, location: thumb_fig_08a.png}
+---
+data_file: Table30.yaml
+description: |
+  Absolute differential cross-section as a function of $p_{T}^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DTT_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 31
+location: Data from Auxiliary Figure 05
+additional_resources:
+- {description: Image file, location: figaux_05.png}
+- {description: Thumbnail image file, location: thumb_figaux_05.png}
+---
+data_file: Table31.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $p_{T}^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 32
+location: Data from Auxiliary Figure 05
+additional_resources:
+- {description: Image file, location: figaux_05.png}
+- {description: Thumbnail image file, location: thumb_figaux_05.png}
+---
+data_file: Table32.yaml
+description: |
+  Relative differential cross-section as a function of $N_{jets}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 33
+location: Data from Figure 11a
+additional_resources:
+- {description: Image file, location: fig_11a.png}
+- {description: Thumbnail image file, location: thumb_fig_11a.png}
+---
+data_file: Table33.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $N_{jets}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 34
+location: Data from Figure 11a
+additional_resources:
+- {description: Image file, location: fig_11a.png}
+- {description: Thumbnail image file, location: thumb_fig_11a.png}
+---
+data_file: Table34.yaml
+description: |
+  Absolute differential cross-section as a function of $N_{jets}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 35
+location: Data from Auxiliary Figure 01
+additional_resources:
+- {description: Image file, location: figaux_01.png}
+- {description: Thumbnail image file, location: thumb_figaux_01.png}
+---
+data_file: Table35.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $N_{jets}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 36
+location: Data from Auxiliary Figure 01
+additional_resources:
+- {description: Image file, location: figaux_01.png}
+- {description: Thumbnail image file, location: thumb_figaux_01.png}
+---
+data_file: Table36.yaml
+description: |
+  Relative differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DDELTAPHI']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 37
+location: Data from Figure 09
+additional_resources:
+- {description: Image file, location: fig_09.png}
+- {description: Thumbnail image file, location: thumb_fig_09.png}
+---
+data_file: Table37.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $\Delta\phi^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 38
+location: Data from Figure 09
+additional_resources:
+- {description: Image file, location: fig_09.png}
+- {description: Thumbnail image file, location: thumb_fig_09.png}
+---
+data_file: Table38.yaml
+description: |
+  Absolute differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DDELTAPHI']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 39
+location: Data from Auxiliary Figure 11
+additional_resources:
+- {description: Image file, location: figaux_11.png}
+- {description: Thumbnail image file, location: thumb_figaux_11.png}
+---
+data_file: Table39.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $\Delta\phi^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 40
+location: Data from Auxiliary Figure 11
+additional_resources:
+- {description: Image file, location: figaux_11.png}
+- {description: Thumbnail image file, location: thumb_figaux_11.png}
+---
+data_file: Table40.yaml
+description: |
+  Relative differential cross-section as a function of $|P_{out}^{t,1}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DABSPOUT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 41
+location: Data from Auxiliary Figure 13b
+additional_resources:
+- {description: Image file, location: figaux_13b.png}
+- {description: Thumbnail image file, location: thumb_figaux_13b.png}
+---
+data_file: Table41.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $|P_{out}^{t,1}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 42
+location: Data from Auxiliary Figure 13b
+additional_resources:
+- {description: Image file, location: figaux_13b.png}
+- {description: Thumbnail image file, location: thumb_figaux_13b.png}
+---
+data_file: Table42.yaml
+description: |
+  Absolute differential cross-section as a function of $|P_{out}^{t,1}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DABSPOUT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 43
+location: Data from Auxiliary Figure 13a
+additional_resources:
+- {description: Image file, location: figaux_13a.png}
+- {description: Thumbnail image file, location: thumb_figaux_13a.png}
+---
+data_file: Table43.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $|P_{out}^{t,1}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 44
+location: Data from Auxiliary Figure 13a
+additional_resources:
+- {description: Image file, location: figaux_13a.png}
+- {description: Thumbnail image file, location: thumb_figaux_13a.png}
+---
+data_file: Table44.yaml
+description: |
+  Relative differential cross-section as a function of $|P_{cross}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DABSPCROSS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 45
+location: Data from Auxiliary Figure 14b
+additional_resources:
+- {description: Image file, location: figaux_14b.png}
+- {description: Thumbnail image file, location: thumb_figaux_14b.png}
+---
+data_file: Table45.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $|P_{cross}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 46
+location: Data from Auxiliary Figure 14b
+additional_resources:
+- {description: Image file, location: figaux_14b.png}
+- {description: Thumbnail image file, location: thumb_figaux_14b.png}
+---
+data_file: Table46.yaml
+description: |
+  Absolute differential cross-section as a function of $|P_{cross}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DABSPCROSS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 47
+location: Data from Auxiliary Figure 14a
+additional_resources:
+- {description: Image file, location: figaux_14a.png}
+- {description: Thumbnail image file, location: thumb_figaux_14a.png}
+---
+data_file: Table47.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $|P_{cross}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 48
+location: Data from Auxiliary Figure 14a
+additional_resources:
+- {description: Image file, location: figaux_14a.png}
+- {description: Thumbnail image file, location: thumb_figaux_14a.png}
+---
+data_file: Table48.yaml
+description: |
+  Relative differential cross-section as a function of $Z^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DZ_TT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 49
+location: Data from Auxiliary Figure 10b
+additional_resources:
+- {description: Image file, location: figaux_10b.png}
+- {description: Thumbnail image file, location: thumb_figaux_10b.png}
+---
+data_file: Table49.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $Z^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 50
+location: Data from Auxiliary Figure 10b
+additional_resources:
+- {description: Image file, location: figaux_10b.png}
+- {description: Thumbnail image file, location: thumb_figaux_10b.png}
+---
+data_file: Table50.yaml
+description: |
+  Absolute differential cross-section as a function of $Z^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DZ_TT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 51
+location: Data from Auxiliary Figure 10a
+additional_resources:
+- {description: Image file, location: figaux_10a.png}
+- {description: Thumbnail image file, location: thumb_figaux_10a.png}
+---
+data_file: Table51.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $Z^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 52
+location: Data from Auxiliary Figure 10a
+additional_resources:
+- {description: Image file, location: figaux_10a.png}
+- {description: Thumbnail image file, location: thumb_figaux_10a.png}
+---
+data_file: Table52.yaml
+description: |
+  Relative differential cross-section as a function of $H_{T}^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DHT_TT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 53
+location: Data from Auxiliary Figure 08b
+additional_resources:
+- {description: Image file, location: figaux_08b.png}
+- {description: Thumbnail image file, location: thumb_figaux_08b.png}
+---
+data_file: Table53.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $H_{T}^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 54
+location: Data from Auxiliary Figure 08b
+additional_resources:
+- {description: Image file, location: figaux_08b.png}
+- {description: Thumbnail image file, location: thumb_figaux_08b.png}
+---
+data_file: Table54.yaml
+description: |
+  Absolute differential cross-section as a function of $H_{T}^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DHT_TT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 55
+location: Data from Auxiliary Figure 08a
+additional_resources:
+- {description: Image file, location: figaux_08a.png}
+- {description: Thumbnail image file, location: thumb_figaux_08a.png}
+---
+data_file: Table55.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $H_{T}^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 56
+location: Data from Auxiliary Figure 08a
+additional_resources:
+- {description: Image file, location: figaux_08a.png}
+- {description: Thumbnail image file, location: thumb_figaux_08a.png}
+---
+data_file: Table56.yaml
+description: |
+  Relative differential cross-section as a function of $|y_{boost}^{t\bar{t}}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DABS_Y_BOOST ']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 57
+location: Data from Auxiliary Figure 12b
+additional_resources:
+- {description: Image file, location: figaux_12b.png}
+- {description: Thumbnail image file, location: thumb_figaux_12b.png}
+---
+data_file: Table57.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $|y_{boost}^{t\bar{t}}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 58
+location: Data from Auxiliary Figure 12b
+additional_resources:
+- {description: Image file, location: figaux_12b.png}
+- {description: Thumbnail image file, location: thumb_figaux_12b.png}
+---
+data_file: Table58.yaml
+description: |
+  Absolute differential cross-section as a function of $|y_{boost}^{t\bar{t}}|$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DABS_Y_BOOST ']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 59
+location: Data from Auxiliary Figure 12a
+additional_resources:
+- {description: Image file, location: figaux_12a.png}
+- {description: Thumbnail image file, location: thumb_figaux_12a.png}
+---
+data_file: Table59.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $|y_{boost}^{t\bar{t}}|$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 60
+location: Data from Auxiliary Figure 12a
+additional_resources:
+- {description: Image file, location: figaux_12a.png}
+- {description: Thumbnail image file, location: thumb_figaux_12a.png}
+---
+data_file: Table60.yaml
+description: |
+  Relative differential cross-section as a function of $\chi^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DCHI_TT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 61
+location: Data from Auxiliary Figure 09b
+additional_resources:
+- {description: Image file, location: figaux_09b.png}
+- {description: Thumbnail image file, location: thumb_figaux_09b.png}
+---
+data_file: Table61.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $\chi^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 62
+location: Data from Auxiliary Figure 09b
+additional_resources:
+- {description: Image file, location: figaux_09b.png}
+- {description: Thumbnail image file, location: thumb_figaux_09b.png}
+---
+data_file: Table62.yaml
+description: |
+  Absolute differential cross-section as a function of $\chi^{t\bar{t}}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DCHI_TT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 63
+location: Data from Auxiliary Figure 09a
+additional_resources:
+- {description: Image file, location: figaux_09a.png}
+- {description: Thumbnail image file, location: thumb_figaux_09a.png}
+---
+data_file: Table63.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $\chi^{t\bar{t}}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 64
+location: Data from Auxiliary Figure 09a
+additional_resources:
+- {description: Image file, location: figaux_09a.png}
+- {description: Thumbnail image file, location: thumb_figaux_09a.png}
+---
+data_file: Table64.yaml
+description: |
+  Relative differential cross-section as a function of $R_{Wt}^{leading}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRWT1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 65
+location: Data from Figure 10
+additional_resources:
+- {description: Image file, location: fig_10.png}
+- {description: Thumbnail image file, location: thumb_fig_10.png}
+---
+data_file: Table65.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R_{Wt}^{leading}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 66
+location: Data from Figure 10
+additional_resources:
+- {description: Image file, location: fig_10.png}
+- {description: Thumbnail image file, location: thumb_fig_10.png}
+---
+data_file: Table66.yaml
+description: |
+  Absolute differential cross-section as a function of $R_{Wt}^{leading}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRWT1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 67
+location: Data from Auxiliary Figure 17
+additional_resources:
+- {description: Image file, location: figaux_17.png}
+- {description: Thumbnail image file, location: thumb_figaux_17.png}
+---
+data_file: Table67.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R_{Wt}^{leading}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 68
+location: Data from Auxiliary Figure 17
+additional_resources:
+- {description: Image file, location: figaux_17.png}
+- {description: Thumbnail image file, location: thumb_figaux_17.png}
+---
+data_file: Table68.yaml
+description: |
+  Relative differential cross-section as a function of $R_{Wt}^{subleading}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRWT2']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 69
+location: Data from Auxiliary Figure 18b
+additional_resources:
+- {description: Image file, location: figaux_18b.png}
+- {description: Thumbnail image file, location: thumb_figaux_18b.png}
+---
+data_file: Table69.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R_{Wt}^{subleading}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 70
+location: Data from Auxiliary Figure 18b
+additional_resources:
+- {description: Image file, location: figaux_18b.png}
+- {description: Thumbnail image file, location: thumb_figaux_18b.png}
+---
+data_file: Table70.yaml
+description: |
+  Absolute differential cross-section as a function of $R_{Wt}^{subleading}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRWT2']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 71
+location: Data from Auxiliary Figure 18a
+additional_resources:
+- {description: Image file, location: figaux_18a.png}
+- {description: Thumbnail image file, location: thumb_figaux_18a.png}
+---
+data_file: Table71.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R_{Wt}^{subleading}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 72
+location: Data from Auxiliary Figure 18a
+additional_resources:
+- {description: Image file, location: figaux_18a.png}
+- {description: Thumbnail image file, location: thumb_figaux_18a.png}
+---
+data_file: Table72.yaml
+description: |
+  Relative differential cross-section as a function of $R_{Wb}^{leading}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRWB1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 73
+location: Data from Auxiliary Figure 15b
+additional_resources:
+- {description: Image file, location: figaux_15b.png}
+- {description: Thumbnail image file, location: thumb_figaux_15b.png}
+---
+data_file: Table73.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R_{Wb}^{leading}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 74
+location: Data from Auxiliary Figure 15b
+additional_resources:
+- {description: Image file, location: figaux_15b.png}
+- {description: Thumbnail image file, location: thumb_figaux_15b.png}
+---
+data_file: Table74.yaml
+description: |
+  Absolute differential cross-section as a function of $R_{Wb}^{leading}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRWB1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 75
+location: Data from Auxiliary Figure 15a
+additional_resources:
+- {description: Image file, location: figaux_15a.png}
+- {description: Thumbnail image file, location: thumb_figaux_15a.png}
+---
+data_file: Table75.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R_{Wb}^{leading}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 76
+location: Data from Auxiliary Figure 15a
+additional_resources:
+- {description: Image file, location: figaux_15a.png}
+- {description: Thumbnail image file, location: thumb_figaux_15a.png}
+---
+data_file: Table76.yaml
+description: |
+  Relative differential cross-section as a function of $R_{Wb}^{subleading}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRWB2']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 77
+location: Data from Auxiliary Figure 16b
+additional_resources:
+- {description: Image file, location: figaux_16b.png}
+- {description: Thumbnail image file, location: thumb_figaux_16b.png}
+---
+data_file: Table77.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R_{Wb}^{subleading}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 78
+location: Data from Auxiliary Figure 16b
+additional_resources:
+- {description: Image file, location: figaux_16b.png}
+- {description: Thumbnail image file, location: thumb_figaux_16b.png}
+---
+data_file: Table78.yaml
+description: |
+  Absolute differential cross-section as a function of $R_{Wb}^{subleading}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRWB2']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 79
+location: Data from Auxiliary Figure 16a
+additional_resources:
+- {description: Image file, location: figaux_16a.png}
+- {description: Thumbnail image file, location: thumb_figaux_16a.png}
+---
+data_file: Table79.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R_{Wb}^{subleading}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 80
+location: Data from Auxiliary Figure 16a
+additional_resources:
+- {description: Image file, location: figaux_16a.png}
+- {description: Thumbnail image file, location: thumb_figaux_16a.png}
+---
+data_file: Table80.yaml
+description: |
+  Relative differential cross-section as a function of $\Delta R^{extra1}_{t,close}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DDR_E1TC']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 81
+location: Data from Auxiliary Figure 21b
+additional_resources:
+- {description: Image file, location: figaux_21b.png}
+- {description: Thumbnail image file, location: thumb_figaux_21b.png}
+---
+data_file: Table81.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $\Delta R^{extra1}_{t,close}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 82
+location: Data from Auxiliary Figure 21b
+additional_resources:
+- {description: Image file, location: figaux_21b.png}
+- {description: Thumbnail image file, location: thumb_figaux_21b.png}
+---
+data_file: Table82.yaml
+description: |
+  Absolute differential cross-section as a function of $\Delta R^{extra1}_{t,close}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DDR_E1TC']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 83
+location: Data from Auxiliary Figure 21a
+additional_resources:
+- {description: Image file, location: figaux_21a.png}
+- {description: Thumbnail image file, location: thumb_figaux_21a.png}
+---
+data_file: Table83.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $\Delta R^{extra1}_{t,close}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 84
+location: Data from Auxiliary Figure 21a
+additional_resources:
+- {description: Image file, location: figaux_21a.png}
+- {description: Thumbnail image file, location: thumb_figaux_21a.png}
+---
+data_file: Table84.yaml
+description: |
+  Relative differential cross-section as a function of $\Delta R^{extra2}_{t,close}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DDR_E2TC']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 85
+location: Data from Auxiliary Figure 23b
+additional_resources:
+- {description: Image file, location: figaux_23b.png}
+- {description: Thumbnail image file, location: thumb_figaux_23b.png}
+---
+data_file: Table85.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $\Delta R^{extra2}_{t,close}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 86
+location: Data from Auxiliary Figure 23b
+additional_resources:
+- {description: Image file, location: figaux_23b.png}
+- {description: Thumbnail image file, location: thumb_figaux_23b.png}
+---
+data_file: Table86.yaml
+description: |
+  Absolute differential cross-section as a function of $\Delta R^{extra2}_{t,close}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DDR_E2TC']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 87
+location: Data from Auxiliary Figure 23a
+additional_resources:
+- {description: Image file, location: figaux_23a.png}
+- {description: Thumbnail image file, location: thumb_figaux_23a.png}
+---
+data_file: Table87.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $\Delta R^{extra2}_{t,close}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 88
+location: Data from Auxiliary Figure 23a
+additional_resources:
+- {description: Image file, location: figaux_23a.png}
+- {description: Thumbnail image file, location: thumb_figaux_23a.png}
+---
+data_file: Table88.yaml
+description: |
+  Relative differential cross-section as a function of $\Delta R^{extra3}_{t,close}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DDR_E3TC']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 89
+location: Data from Auxiliary Figure 25b
+additional_resources:
+- {description: Image file, location: figaux_25b.png}
+- {description: Thumbnail image file, location: thumb_figaux_25b.png}
+---
+data_file: Table89.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $\Delta R^{extra3}_{t,close}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 90
+location: Data from Auxiliary Figure 25b
+additional_resources:
+- {description: Image file, location: figaux_25b.png}
+- {description: Thumbnail image file, location: thumb_figaux_25b.png}
+---
+data_file: Table90.yaml
+description: |
+  Absolute differential cross-section as a function of $\Delta R^{extra3}_{t,close}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DDR_E3TC']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 91
+location: Data from Auxiliary Figure 25a
+additional_resources:
+- {description: Image file, location: figaux_25a.png}
+- {description: Thumbnail image file, location: thumb_figaux_25a.png}
+---
+data_file: Table91.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $\Delta R^{extra3}_{t,close}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 92
+location: Data from Auxiliary Figure 25a
+additional_resources:
+- {description: Image file, location: figaux_25a.png}
+- {description: Thumbnail image file, location: thumb_figaux_25a.png}
+---
+data_file: Table92.yaml
+description: |
+  Relative differential cross-section as a function of $R^{pT, extra1}_{t,1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRPT_E1T1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 93
+location: Data from Figure 12a
+additional_resources:
+- {description: Image file, location: fig_12a.png}
+- {description: Thumbnail image file, location: thumb_fig_12a.png}
+---
+data_file: Table93.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R^{pT, extra1}_{t,1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 94
+location: Data from Figure 12a
+additional_resources:
+- {description: Image file, location: fig_12a.png}
+- {description: Thumbnail image file, location: thumb_fig_12a.png}
+---
+data_file: Table94.yaml
+description: |
+  Absolute differential cross-section as a function of $R^{pT, extra1}_{t,1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRPT_E1T1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 95
+location: Data from Auxiliary Figure 20
+additional_resources:
+- {description: Image file, location: figaux_20.png}
+- {description: Thumbnail image file, location: thumb_figaux_20.png}
+---
+data_file: Table95.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R^{pT, extra1}_{t,1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 96
+location: Data from Auxiliary Figure 20
+additional_resources:
+- {description: Image file, location: figaux_20.png}
+- {description: Thumbnail image file, location: thumb_figaux_20.png}
+---
+data_file: Table96.yaml
+description: |
+  Relative differential cross-section as a function of $R^{pT, extra2}_{t,1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRPT_E2T1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 97
+location: Data from Figure 12c
+additional_resources:
+- {description: Image file, location: fig_12c.png}
+- {description: Thumbnail image file, location: thumb_fig_12c.png}
+---
+data_file: Table97.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R^{pT, extra2}_{t,1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 98
+location: Data from Figure 12c
+additional_resources:
+- {description: Image file, location: fig_12c.png}
+- {description: Thumbnail image file, location: thumb_fig_12c.png}
+---
+data_file: Table98.yaml
+description: |
+  Absolute differential cross-section as a function of $R^{pT, extra2}_{t,1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRPT_E2T1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 99
+location: Data from Auxiliary Figure 22
+additional_resources:
+- {description: Image file, location: figaux_22.png}
+- {description: Thumbnail image file, location: thumb_figaux_22.png}
+---
+data_file: Table99.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R^{pT, extra2}_{t,1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 100
+location: Data from Auxiliary Figure 22
+additional_resources:
+- {description: Image file, location: figaux_22.png}
+- {description: Thumbnail image file, location: thumb_figaux_22.png}
+---
+data_file: Table100.yaml
+description: |
+  Relative differential cross-section as a function of $R^{pT, extra3}_{t,1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRPT_E3T1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 101
+location: Data from Figure 12d
+additional_resources:
+- {description: Image file, location: fig_12d.png}
+- {description: Thumbnail image file, location: thumb_fig_12d.png}
+---
+data_file: Table101.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R^{pT, extra3}_{t,1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 102
+location: Data from Figure 12d
+additional_resources:
+- {description: Image file, location: fig_12d.png}
+- {description: Thumbnail image file, location: thumb_fig_12d.png}
+---
+data_file: Table102.yaml
+description: |
+  Absolute differential cross-section as a function of $R^{pT, extra3}_{t,1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRPT_E3T1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 103
+location: Data from Auxiliary Figure 24
+additional_resources:
+- {description: Image file, location: figaux_24.png}
+- {description: Thumbnail image file, location: thumb_figaux_24.png}
+---
+data_file: Table103.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R^{pT, extra3}_{t,1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 104
+location: Data from Auxiliary Figure 24
+additional_resources:
+- {description: Image file, location: figaux_24.png}
+- {description: Thumbnail image file, location: thumb_figaux_24.png}
+---
+data_file: Table104.yaml
+description: |
+  Relative differential cross-section as a function of $R^{pT, t\bar{t}}_{extra1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRPT_TTE1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 105
+location: Data from Auxiliary Figure 19b
+additional_resources:
+- {description: Image file, location: figaux_19b.png}
+- {description: Thumbnail image file, location: thumb_figaux_19b.png}
+---
+data_file: Table105.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R^{pT, t\bar{t}}_{extra1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 106
+location: Data from Auxiliary Figure 19b
+additional_resources:
+- {description: Image file, location: figaux_19b.png}
+- {description: Thumbnail image file, location: thumb_figaux_19b.png}
+---
+data_file: Table106.yaml
+description: |
+  Absolute differential cross-section as a function of $R^{pT, t\bar{t}}_{extra1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRPT_TTE1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 107
+location: Data from Auxiliary Figure 19a
+additional_resources:
+- {description: Image file, location: figaux_19a.png}
+- {description: Thumbnail image file, location: thumb_figaux_19a.png}
+---
+data_file: Table107.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R^{pT, t\bar{t}}_{extra1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 108
+location: Data from Auxiliary Figure 19a
+additional_resources:
+- {description: Image file, location: figaux_19a.png}
+- {description: Thumbnail image file, location: thumb_figaux_19a.png}
+---
+data_file: Table108.yaml
+description: |
+  Relative differential cross-section as a function of $R^{pT, extra1}_{jet1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRPT_E1J1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 109
+location: Data from Auxiliary Figure 26b
+additional_resources:
+- {description: Image file, location: figaux_26b.png}
+- {description: Thumbnail image file, location: thumb_figaux_26b.png}
+---
+data_file: Table109.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R^{pT, extra1}_{jet1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 110
+location: Data from Auxiliary Figure 26b
+additional_resources:
+- {description: Image file, location: figaux_26b.png}
+- {description: Thumbnail image file, location: thumb_figaux_26b.png}
+---
+data_file: Table110.yaml
+description: |
+  Absolute differential cross-section as a function of $R^{pT, extra1}_{jet1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRPT_E1J1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 111
+location: Data from Auxiliary Figure 26a
+additional_resources:
+- {description: Image file, location: figaux_26a.png}
+- {description: Thumbnail image file, location: thumb_figaux_26a.png}
+---
+data_file: Table111.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R^{pT, extra1}_{jet1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 112
+location: Data from Auxiliary Figure 26a
+additional_resources:
+- {description: Image file, location: figaux_26a.png}
+- {description: Thumbnail image file, location: thumb_figaux_26a.png}
+---
+data_file: Table112.yaml
+description: |
+  Relative differential cross-section as a function of $R^{pT, extra2}_{jet1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRPT_E2J1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 113
+location: Data from Auxiliary Figure 28b
+additional_resources:
+- {description: Image file, location: figaux_28b.png}
+- {description: Thumbnail image file, location: thumb_figaux_28b.png}
+---
+data_file: Table113.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R^{pT, extra2}_{jet1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 114
+location: Data from Auxiliary Figure 28b
+additional_resources:
+- {description: Image file, location: figaux_28b.png}
+- {description: Thumbnail image file, location: thumb_figaux_28b.png}
+---
+data_file: Table114.yaml
+description: |
+  Absolute differential cross-section as a function of $R^{pT, extra2}_{jet1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRPT_E2J1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 115
+location: Data from Auxiliary Figure 28a
+additional_resources:
+- {description: Image file, location: figaux_28a.png}
+- {description: Thumbnail image file, location: thumb_figaux_28a.png}
+---
+data_file: Table115.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R^{pT, extra2}_{jet1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 116
+location: Data from Auxiliary Figure 28a
+additional_resources:
+- {description: Image file, location: figaux_28a.png}
+- {description: Thumbnail image file, location: thumb_figaux_28a.png}
+---
+data_file: Table116.yaml
+description: |
+  Relative differential cross-section as a function of $R^{pT, extra3}_{jet1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRPT_E3J1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 117
+location: Data from Auxiliary Figure 29b
+additional_resources:
+- {description: Image file, location: figaux_29b.png}
+- {description: Thumbnail image file, location: thumb_figaux_29b.png}
+---
+data_file: Table117.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R^{pT, extra3}_{jet1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 118
+location: Data from Auxiliary Figure 29b
+additional_resources:
+- {description: Image file, location: figaux_29b.png}
+- {description: Thumbnail image file, location: thumb_figaux_29b.png}
+---
+data_file: Table118.yaml
+description: |
+  Absolute differential cross-section as a function of $R^{pT, extra3}_{jet1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRPT_E3J1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 119
+location: Data from Auxiliary Figure 29a
+additional_resources:
+- {description: Image file, location: figaux_29a.png}
+- {description: Thumbnail image file, location: thumb_figaux_29a.png}
+---
+data_file: Table119.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R^{pT, extra3}_{jet1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 120
+location: Data from Auxiliary Figure 29a
+additional_resources:
+- {description: Image file, location: figaux_29a.png}
+- {description: Thumbnail image file, location: thumb_figaux_29a.png}
+---
+data_file: Table120.yaml
+description: |
+  Relative differential cross-section as a function of $\Delta R^{extra2}_{extra1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DDR_E2E1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 121
+location: Data from Auxiliary Figure 31b
+additional_resources:
+- {description: Image file, location: figaux_31b.png}
+- {description: Thumbnail image file, location: thumb_figaux_31b.png}
+---
+data_file: Table121.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $\Delta R^{extra2}_{extra1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 122
+location: Data from Auxiliary Figure 31b
+additional_resources:
+- {description: Image file, location: figaux_31b.png}
+- {description: Thumbnail image file, location: thumb_figaux_31b.png}
+---
+data_file: Table122.yaml
+description: |
+  Absolute differential cross-section as a function of $\Delta R^{extra2}_{extra1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DDR_E2E1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 123
+location: Data from Auxiliary Figure 31a
+additional_resources:
+- {description: Image file, location: figaux_31a.png}
+- {description: Thumbnail image file, location: thumb_figaux_31a.png}
+---
+data_file: Table123.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $\Delta R^{extra2}_{extra1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 124
+location: Data from Auxiliary Figure 31a
+additional_resources:
+- {description: Image file, location: figaux_31a.png}
+- {description: Thumbnail image file, location: thumb_figaux_31a.png}
+---
+data_file: Table124.yaml
+description: |
+  Relative differential cross-section as a function of $\Delta R^{extra3}_{extra1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DDR_E3E1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 125
+location: Data from Auxiliary Figure 33b
+additional_resources:
+- {description: Image file, location: figaux_33b.png}
+- {description: Thumbnail image file, location: thumb_figaux_33b.png}
+---
+data_file: Table125.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $\Delta R^{extra3}_{extra1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 126
+location: Data from Auxiliary Figure 33b
+additional_resources:
+- {description: Image file, location: figaux_33b.png}
+- {description: Thumbnail image file, location: thumb_figaux_33b.png}
+---
+data_file: Table126.yaml
+description: |
+  Absolute differential cross-section as a function of $\Delta R^{extra3}_{extra1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DDR_E3E1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 127
+location: Data from Auxiliary Figure 33a
+additional_resources:
+- {description: Image file, location: figaux_33a.png}
+- {description: Thumbnail image file, location: thumb_figaux_33a.png}
+---
+data_file: Table127.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $\Delta R^{extra3}_{extra1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 128
+location: Data from Auxiliary Figure 33a
+additional_resources:
+- {description: Image file, location: figaux_33a.png}
+- {description: Thumbnail image file, location: thumb_figaux_33a.png}
+---
+data_file: Table128.yaml
+description: |
+  Relative differential cross-section as a function of $R^{pT, extra2}_{extra1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRPT_E2E1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 129
+location: Data from Figure 13a
+additional_resources:
+- {description: Image file, location: fig_13a.png}
+- {description: Thumbnail image file, location: thumb_fig_13a.png}
+---
+data_file: Table129.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R^{pT, extra2}_{extra1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 130
+location: Data from Figure 13a
+additional_resources:
+- {description: Image file, location: fig_13a.png}
+- {description: Thumbnail image file, location: thumb_fig_13a.png}
+---
+data_file: Table130.yaml
+description: |
+  Absolute differential cross-section as a function of $R^{pT, extra2}_{extra1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRPT_E2E1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 131
+location: Data from Auxiliary Figure 30
+additional_resources:
+- {description: Image file, location: figaux_30.png}
+- {description: Thumbnail image file, location: thumb_figaux_30.png}
+---
+data_file: Table131.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R^{pT, extra2}_{extra1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 132
+location: Data from Auxiliary Figure 30
+additional_resources:
+- {description: Image file, location: figaux_30.png}
+- {description: Thumbnail image file, location: thumb_figaux_30.png}
+---
+data_file: Table132.yaml
+description: |
+  Relative differential cross-section as a function of $R^{pT, extra3}_{extra1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DRPT_E3E1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 133
+location: Data from Auxiliary Figure 32b
+additional_resources:
+- {description: Image file, location: figaux_32b.png}
+- {description: Thumbnail image file, location: thumb_figaux_32b.png}
+---
+data_file: Table133.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $R^{pT, extra3}_{extra1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 134
+location: Data from Auxiliary Figure 32b
+additional_resources:
+- {description: Image file, location: figaux_32b.png}
+- {description: Thumbnail image file, location: thumb_figaux_32b.png}
+---
+data_file: Table134.yaml
+description: |
+  Absolute differential cross-section as a function of $R^{pT, extra3}_{extra1}$ at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DRPT_E3E1']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 135
+location: Data from Auxiliary Figure 32a
+additional_resources:
+- {description: Image file, location: figaux_32a.png}
+- {description: Thumbnail image file, location: thumb_figaux_32a.png}
+---
+data_file: Table135.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $R^{pT, extra3}_{extra1}$ at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 136
+location: Data from Auxiliary Figure 32a
+additional_resources:
+- {description: Image file, location: figaux_32a.png}
+- {description: Thumbnail image file, location: thumb_figaux_32a.png}
+---
+data_file: Table136.yaml
+description: |
+  Total cross-section at particle level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['SIG']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 137
+location: Data from Figure 22
+additional_resources:
+- {description: Image file, location: fig_22.png}
+- {description: Thumbnail image file, location: thumb_fig_22.png}
+---
+data_file: Table137.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 138
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table138.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 139
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table139.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 140
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table140.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 141
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table141.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 6 and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 142
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table142.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 143
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table143.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 144
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table144.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 145
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table145.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 146
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table146.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 147
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table147.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 148
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table148.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 149
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table149.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 150
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table150.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 151
+location: Data from Auxiliary Figure 35c
+additional_resources:
+- {description: Image file, location: figaux_35c.png}
+- {description: Thumbnail image file, location: thumb_figaux_35c.png}
+---
+data_file: Table151.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 152
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table152.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 153
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table153.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 154
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table154.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 155
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table155.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 6 and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 156
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table156.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 157
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table157.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 158
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table158.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 159
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table159.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 160
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table160.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 161
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table161.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 162
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table162.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 163
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table163.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 164
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table164.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 165
+location: Data from Auxiliary Figure 35a
+additional_resources:
+- {description: Image file, location: figaux_35a.png}
+- {description: Thumbnail image file, location: thumb_figaux_35a.png}
+---
+data_file: Table165.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 166
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table166.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 167
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table167.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 168
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table168.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 169
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table169.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 6 and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 170
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table170.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 171
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table171.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 172
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table172.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 173
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table173.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 174
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table174.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 175
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table175.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 176
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table176.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 177
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table177.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 178
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table178.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 179
+location: Data from Figure 15a
+additional_resources:
+- {description: Image file, location: fig_15a.png}
+- {description: Thumbnail image file, location: thumb_fig_15a.png}
+---
+data_file: Table179.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 180
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table180.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 181
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table181.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 182
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table182.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 183
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table183.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 6 and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 184
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table184.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 185
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table185.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 186
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table186.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 187
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table187.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 188
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table188.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 189
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table189.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 190
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table190.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 191
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table191.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 192
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table192.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 193
+location: Data from Auxiliary Figure 36a
+additional_resources:
+- {description: Image file, location: figaux_36a.png}
+- {description: Thumbnail image file, location: thumb_figaux_36a.png}
+---
+data_file: Table193.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 194
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table194.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 195
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table195.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 196
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table196.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 197
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table197.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 198
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table198.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 199
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table199.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 200
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table200.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 201
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table201.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 202
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table202.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 203
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table203.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 204
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table204.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 205
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table205.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 206
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table206.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 207
+location: Data from Figure 16a
+additional_resources:
+- {description: Image file, location: fig_16a.png}
+- {description: Thumbnail image file, location: thumb_fig_16a.png}
+---
+data_file: Table207.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 208
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table208.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 209
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table209.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 210
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table210.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 211
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table211.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 212
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table212.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 213
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table213.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 214
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table214.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 215
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table215.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 216
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table216.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 217
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table217.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 218
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table218.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 219
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table219.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 220
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table220.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 221
+location: Data from Auxiliary Figure 37a
+additional_resources:
+- {description: Image file, location: figaux_37a.png}
+- {description: Thumbnail image file, location: thumb_figaux_37a.png}
+---
+data_file: Table221.yaml
+description: |
+  Relative double-differential cross-section as a function of $|P_{out}^{t,1}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABSPOUT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 222
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table222.yaml
+description: |
+  Relative double-differential cross-section as a function of $|P_{out}^{t,1}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABSPOUT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 223
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table223.yaml
+description: |
+  Relative double-differential cross-section as a function of $|P_{out}^{t,1}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABSPOUT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 224
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table224.yaml
+description: |
+  Relative double-differential cross-section as a function of $|P_{out}^{t,1}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABSPOUT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 225
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table225.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 6 and the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 226
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table226.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 227
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table227.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 228
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table228.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 229
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table229.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 230
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table230.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 231
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table231.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 232
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table232.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 233
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table233.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 234
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table234.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 235
+location: Data from Auxiliary Figure 39c
+additional_resources:
+- {description: Image file, location: figaux_39c.png}
+- {description: Thumbnail image file, location: thumb_figaux_39c.png}
+---
+data_file: Table235.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|P_{out}^{t,1}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABSPOUT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 236
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table236.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|P_{out}^{t,1}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABSPOUT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 237
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table237.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|P_{out}^{t,1}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABSPOUT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 238
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table238.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|P_{out}^{t,1}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABSPOUT/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 239
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table239.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 6 and the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 240
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table240.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 241
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table241.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 242
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table242.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 243
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table243.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 244
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table244.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 245
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table245.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 246
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table246.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 247
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table247.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 248
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table248.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $|P_{out}^{t,1}|$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 249
+location: Data from Auxiliary Figure 39a
+additional_resources:
+- {description: Image file, location: figaux_39a.png}
+- {description: Thumbnail image file, location: thumb_figaux_39a.png}
+---
+data_file: Table249.yaml
+description: |
+  Relative double-differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DDELTAPHI/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 250
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table250.yaml
+description: |
+  Relative double-differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DDELTAPHI/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 251
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table251.yaml
+description: |
+  Relative double-differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DDELTAPHI/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 252
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table252.yaml
+description: |
+  Relative double-differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DDELTAPHI/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 253
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table253.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 and the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 254
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table254.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 255
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table255.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 256
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table256.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 257
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table257.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 258
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table258.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 259
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table259.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 260
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table260.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 261
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table261.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 262
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table262.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 263
+location: Data from Figure 17a
+additional_resources:
+- {description: Image file, location: fig_17a.png}
+- {description: Thumbnail image file, location: thumb_fig_17a.png}
+---
+data_file: Table263.yaml
+description: |
+  Absolute double-differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DDELTAPHI/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 264
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table264.yaml
+description: |
+  Absolute double-differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DDELTAPHI/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 265
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table265.yaml
+description: |
+  Absolute double-differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DDELTAPHI/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 266
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table266.yaml
+description: |
+  Absolute double-differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DDELTAPHI/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 267
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table267.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 and the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 268
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table268.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 269
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table269.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 270
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table270.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 271
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table271.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 272
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table272.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 273
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table273.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 274
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table274.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 275
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table275.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 276
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table276.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $\Delta\phi^{t\bar{t}}$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 277
+location: Data from Auxiliary Figure 38a
+additional_resources:
+- {description: Image file, location: figaux_38a.png}
+- {description: Thumbnail image file, location: thumb_figaux_38a.png}
+---
+data_file: Table277.yaml
+description: |
+  Relative double-differential cross-section as a function of $|P_{cross}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABSPCROSS/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 278
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table278.yaml
+description: |
+  Relative double-differential cross-section as a function of $|P_{cross}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABSPCROSS/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 279
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table279.yaml
+description: |
+  Relative double-differential cross-section as a function of $|P_{cross}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABSPCROSS/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 280
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table280.yaml
+description: |
+  Relative double-differential cross-section as a function of $|P_{cross}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABSPCROSS/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 281
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table281.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 6 and the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 282
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table282.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 283
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table283.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 7 and the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 284
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table284.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 285
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table285.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 286
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table286.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 287
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table287.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 288
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table288.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 289
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table289.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 290
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table290.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the relative double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 291
+location: Data from Auxiliary Figure 40c
+additional_resources:
+- {description: Image file, location: figaux_40c.png}
+- {description: Thumbnail image file, location: thumb_figaux_40c.png}
+---
+data_file: Table291.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|P_{cross}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 6. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABSPCROSS/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 292
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table292.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|P_{cross}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 7. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABSPCROSS/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 293
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table293.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|P_{cross}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ = 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABSPCROSS/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 294
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table294.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|P_{cross}|$ vs $N_{jets}$ at particle level in the all hadronic resolved topology in  $N_{jets}$ > 8. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABSPCROSS/DN_JETS']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 295
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table295.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 6 and the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 296
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table296.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 297
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table297.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 7 and the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 298
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table298.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 299
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table299.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 300
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table300.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 8 and the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 301
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table301.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 6 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 302
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table302.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 7 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 303
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table303.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ = 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 304
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table304.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ > 8 and the absolute double-differential cross-section as function of $|P_{cross}|$ vs $N_{jets}$ in $N_{jets}$ > 8 at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 305
+location: Data from Auxiliary Figure 40a
+additional_resources:
+- {description: Image file, location: figaux_40a.png}
+- {description: Thumbnail image file, location: thumb_figaux_40a.png}
+---
+data_file: Table305.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 306
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table306.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 307
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table307.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 308
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table308.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 309
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table309.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 310
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table310.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 311
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table311.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 312
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table312.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 313
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table313.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 314
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table314.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 315
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table315.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 316
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table316.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 317
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table317.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 318
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table318.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 319
+location: Data from Auxiliary Figure 42c
+additional_resources:
+- {description: Image file, location: figaux_42c.png}
+- {description: Thumbnail image file, location: thumb_figaux_42c.png}
+---
+data_file: Table319.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 320
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table320.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 321
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table321.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 322
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table322.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 323
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table323.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 324
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table324.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 325
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table325.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 326
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table326.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 327
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table327.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 328
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table328.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 329
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table329.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 330
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table330.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 331
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table331.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 332
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table332.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 333
+location: Data from Auxiliary Figure 42a
+additional_resources:
+- {description: Image file, location: figaux_42a.png}
+- {description: Thumbnail image file, location: thumb_figaux_42a.png}
+---
+data_file: Table333.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 334
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table334.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 335
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table335.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 336
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table336.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 337
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table337.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 338
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table338.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 339
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table339.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 340
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table340.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 341
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table341.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 342
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table342.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 343
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table343.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 344
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table344.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 345
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table345.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 346
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table346.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 347
+location: Data from Auxiliary Figure 43c
+additional_resources:
+- {description: Image file, location: figaux_43c.png}
+- {description: Thumbnail image file, location: thumb_figaux_43c.png}
+---
+data_file: Table347.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 348
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table348.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 349
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table349.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 350
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table350.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 351
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table351.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 352
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table352.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 353
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table353.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 354
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table354.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 355
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table355.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 356
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table356.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 357
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table357.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 358
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table358.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 359
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table359.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 360
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table360.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 361
+location: Data from Auxiliary Figure 43a
+additional_resources:
+- {description: Image file, location: figaux_43a.png}
+- {description: Thumbnail image file, location: thumb_figaux_43a.png}
+---
+data_file: Table361.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 362
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table362.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 363
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table363.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 364
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table364.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 365
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table365.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 366
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table366.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 367
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table367.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 368
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table368.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 369
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table369.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 370
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table370.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 371
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table371.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 372
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table372.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 373
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table373.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 374
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table374.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 375
+location: Data from Auxiliary Figure 44c
+additional_resources:
+- {description: Image file, location: figaux_44c.png}
+- {description: Thumbnail image file, location: thumb_figaux_44c.png}
+---
+data_file: Table375.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 376
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table376.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 377
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table377.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 378
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table378.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 379
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table379.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 380
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table380.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 381
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table381.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 382
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table382.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 383
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table383.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 384
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table384.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 385
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table385.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 620.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 386
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table386.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 620.0 GeV < $m^{t\bar{t}}$ < 835.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 387
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table387.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 835.0 GeV < $m^{t\bar{t}}$ < 1050.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 388
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table388.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 1050.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 389
+location: Data from Auxiliary Figure 44a
+additional_resources:
+- {description: Image file, location: figaux_44a.png}
+- {description: Thumbnail image file, location: thumb_figaux_44a.png}
+---
+data_file: Table389.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 390
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table390.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 391
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table391.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 392
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table392.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 393
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table393.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 394
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table394.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 395
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table395.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 396
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table396.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 397
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table397.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 398
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table398.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 399
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table399.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 400
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table400.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 401
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table401.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 402
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table402.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 403
+location: Data from Auxiliary Figure 34c
+additional_resources:
+- {description: Image file, location: figaux_34c.png}
+- {description: Thumbnail image file, location: thumb_figaux_34c.png}
+---
+data_file: Table403.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 404
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table404.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 405
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table405.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 406
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table406.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at particle level in the all hadronic resolved topology in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 407
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table407.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 408
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table408.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 409
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table409.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 410
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table410.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 411
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table411.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 412
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table412.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 413
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table413.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 175.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 414
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table414.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 175.0 GeV < $p_{T}^{t,2}$ < 275.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 415
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table415.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 275.0 GeV < $p_{T}^{t,2}$ < 385.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 416
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table416.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 385.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 417
+location: Data from Auxiliary Figure 34a
+additional_resources:
+- {description: Image file, location: figaux_34a.png}
+- {description: Thumbnail image file, location: thumb_figaux_34a.png}
+---
+data_file: Table417.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 418
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table418.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 419
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table419.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 420
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table420.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 421
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table421.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 422
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table422.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 423
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table423.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 424
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table424.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 425
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table425.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 426
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table426.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 427
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table427.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 428
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table428.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 429
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table429.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 430
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table430.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 431
+location: Data from Auxiliary Figure 41c
+additional_resources:
+- {description: Image file, location: figaux_41c.png}
+- {description: Thumbnail image file, location: thumb_figaux_41c.png}
+---
+data_file: Table431.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 432
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table432.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 433
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table433.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 434
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table434.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at particle level in the all hadronic resolved topology in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 435
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table435.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 436
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table436.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 437
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table437.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 438
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table438.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 439
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table439.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 440
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table440.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 441
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table441.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 645.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 442
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table442.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 645.0 GeV < $m^{t\bar{t}}$ < 795.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 443
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table443.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 795.0 GeV < $m^{t\bar{t}}$ < 1080.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 444
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table444.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 1080.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at particle level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 445
+location: Data from Auxiliary Figure 41a
+additional_resources:
+- {description: Image file, location: figaux_41a.png}
+- {description: Thumbnail image file, location: thumb_figaux_41a.png}
+---
+data_file: Table445.yaml
+description: |
+  Relative differential cross-section as a function of $\chi^{t\bar{t}}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DCHI_TT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 446
+location: Data from Auxiliary Figure 53b
+additional_resources:
+- {description: Image file, location: figaux_53b.png}
+- {description: Thumbnail image file, location: thumb_figaux_53b.png}
+---
+data_file: Table446.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $\chi^{t\bar{t}}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 447
+location: Data from Auxiliary Figure 53b
+additional_resources:
+- {description: Image file, location: figaux_53b.png}
+- {description: Thumbnail image file, location: thumb_figaux_53b.png}
+---
+data_file: Table447.yaml
+description: |
+  Absolute differential cross-section as a function of $\chi^{t\bar{t}}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DCHI_TT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 448
+location: Data from Auxiliary Figure 53a
+additional_resources:
+- {description: Image file, location: figaux_53a.png}
+- {description: Thumbnail image file, location: thumb_figaux_53a.png}
+---
+data_file: Table448.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $\chi^{t\bar{t}}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 449
+location: Data from Auxiliary Figure 53a
+additional_resources:
+- {description: Image file, location: figaux_53a.png}
+- {description: Thumbnail image file, location: thumb_figaux_53a.png}
+---
+data_file: Table449.yaml
+description: |
+  Relative differential cross-section as a function of $p_{T}^{t\bar{t}}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DTT_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 450
+location: Data from Auxiliary Figure 48b
+additional_resources:
+- {description: Image file, location: figaux_48b.png}
+- {description: Thumbnail image file, location: thumb_figaux_48b.png}
+---
+data_file: Table450.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $p_{T}^{t\bar{t}}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 451
+location: Data from Auxiliary Figure 48b
+additional_resources:
+- {description: Image file, location: figaux_48b.png}
+- {description: Thumbnail image file, location: thumb_figaux_48b.png}
+---
+data_file: Table451.yaml
+description: |
+  Absolute differential cross-section as a function of $p_{T}^{t\bar{t}}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DTT_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 452
+location: Data from Auxiliary Figure 48a
+additional_resources:
+- {description: Image file, location: figaux_48a.png}
+- {description: Thumbnail image file, location: thumb_figaux_48a.png}
+---
+data_file: Table452.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $p_{T}^{t\bar{t}}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 453
+location: Data from Auxiliary Figure 48a
+additional_resources:
+- {description: Image file, location: figaux_48a.png}
+- {description: Thumbnail image file, location: thumb_figaux_48a.png}
+---
+data_file: Table453.yaml
+description: |
+  Relative differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DDELTAPHI']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 454
+location: Data from Auxiliary Figure 51b
+additional_resources:
+- {description: Image file, location: figaux_51b.png}
+- {description: Thumbnail image file, location: thumb_figaux_51b.png}
+---
+data_file: Table454.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $\Delta\phi^{t\bar{t}}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 455
+location: Data from Auxiliary Figure 51b
+additional_resources:
+- {description: Image file, location: figaux_51b.png}
+- {description: Thumbnail image file, location: thumb_figaux_51b.png}
+---
+data_file: Table455.yaml
+description: |
+  Absolute differential cross-section as a function of $\Delta\phi^{t\bar{t}}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DDELTAPHI']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 456
+location: Data from Auxiliary Figure 51a
+additional_resources:
+- {description: Image file, location: figaux_51a.png}
+- {description: Thumbnail image file, location: thumb_figaux_51a.png}
+---
+data_file: Table456.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $\Delta\phi^{t\bar{t}}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 457
+location: Data from Auxiliary Figure 51a
+additional_resources:
+- {description: Image file, location: figaux_51a.png}
+- {description: Thumbnail image file, location: thumb_figaux_51a.png}
+---
+data_file: Table457.yaml
+description: |
+  Relative differential cross-section as a function of $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 458
+location: Data from Auxiliary Figure 46b
+additional_resources:
+- {description: Image file, location: figaux_46b.png}
+- {description: Thumbnail image file, location: thumb_figaux_46b.png}
+---
+data_file: Table458.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 459
+location: Data from Auxiliary Figure 46b
+additional_resources:
+- {description: Image file, location: figaux_46b.png}
+- {description: Thumbnail image file, location: thumb_figaux_46b.png}
+---
+data_file: Table459.yaml
+description: |
+  Absolute differential cross-section as a function of $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 460
+location: Data from Auxiliary Figure 46a
+additional_resources:
+- {description: Image file, location: figaux_46a.png}
+- {description: Thumbnail image file, location: thumb_figaux_46a.png}
+---
+data_file: Table460.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 461
+location: Data from Auxiliary Figure 46a
+additional_resources:
+- {description: Image file, location: figaux_46a.png}
+- {description: Thumbnail image file, location: thumb_figaux_46a.png}
+---
+data_file: Table461.yaml
+description: |
+  Relative differential cross-section as a function of $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 462
+location: Data from Auxiliary Figure 50b
+additional_resources:
+- {description: Image file, location: figaux_50b.png}
+- {description: Thumbnail image file, location: thumb_figaux_50b.png}
+---
+data_file: Table462.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 463
+location: Data from Auxiliary Figure 50b
+additional_resources:
+- {description: Image file, location: figaux_50b.png}
+- {description: Thumbnail image file, location: thumb_figaux_50b.png}
+---
+data_file: Table463.yaml
+description: |
+  Absolute differential cross-section as a function of $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 464
+location: Data from Auxiliary Figure 50a
+additional_resources:
+- {description: Image file, location: figaux_50a.png}
+- {description: Thumbnail image file, location: thumb_figaux_50a.png}
+---
+data_file: Table464.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 465
+location: Data from Auxiliary Figure 50a
+additional_resources:
+- {description: Image file, location: figaux_50a.png}
+- {description: Thumbnail image file, location: thumb_figaux_50a.png}
+---
+data_file: Table465.yaml
+description: |
+  Relative differential cross-section as a function of $|y_{boost}^{t\bar{t}}|$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DABS_Y_BOOST']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 466
+location: Data from Auxiliary Figure 54b
+additional_resources:
+- {description: Image file, location: figaux_54b.png}
+- {description: Thumbnail image file, location: thumb_figaux_54b.png}
+---
+data_file: Table466.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $|y_{boost}^{t\bar{t}}|$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 467
+location: Data from Auxiliary Figure 54b
+additional_resources:
+- {description: Image file, location: figaux_54b.png}
+- {description: Thumbnail image file, location: thumb_figaux_54b.png}
+---
+data_file: Table467.yaml
+description: |
+  Absolute differential cross-section as a function of $|y_{boost}^{t\bar{t}}|$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DABS_Y_BOOST']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 468
+location: Data from Auxiliary Figure 54a
+additional_resources:
+- {description: Image file, location: figaux_54a.png}
+- {description: Thumbnail image file, location: thumb_figaux_54a.png}
+---
+data_file: Table468.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $|y_{boost}^{t\bar{t}}|$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 469
+location: Data from Auxiliary Figure 54a
+additional_resources:
+- {description: Image file, location: figaux_54a.png}
+- {description: Thumbnail image file, location: thumb_figaux_54a.png}
+---
+data_file: Table469.yaml
+description: |
+  Relative differential cross-section as a function of $p_{T}^{t,1}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DT1_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 470
+location: Data from Figure 18b
+additional_resources:
+- {description: Image file, location: fig_18b.png}
+- {description: Thumbnail image file, location: thumb_fig_18b.png}
+---
+data_file: Table470.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $p_{T}^{t,1}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 471
+location: Data from Figure 18b
+additional_resources:
+- {description: Image file, location: fig_18b.png}
+- {description: Thumbnail image file, location: thumb_fig_18b.png}
+---
+data_file: Table471.yaml
+description: |
+  Absolute differential cross-section as a function of $p_{T}^{t,1}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DT1_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 472
+location: Data from Figure 19a
+additional_resources:
+- {description: Image file, location: fig_19a.png}
+- {description: Thumbnail image file, location: thumb_fig_19a.png}
+---
+data_file: Table472.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $p_{T}^{t,1}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 473
+location: Data from Figure 19a
+additional_resources:
+- {description: Image file, location: fig_19a.png}
+- {description: Thumbnail image file, location: thumb_fig_19a.png}
+---
+data_file: Table473.yaml
+description: |
+  Relative differential cross-section as a function of $|y^{t\bar{t}}|$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DABS_TT_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 474
+location: Data from Auxiliary Figure 49b
+additional_resources:
+- {description: Image file, location: figaux_49b.png}
+- {description: Thumbnail image file, location: thumb_figaux_49b.png}
+---
+data_file: Table474.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $|y^{t\bar{t}}|$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 475
+location: Data from Auxiliary Figure 49b
+additional_resources:
+- {description: Image file, location: figaux_49b.png}
+- {description: Thumbnail image file, location: thumb_figaux_49b.png}
+---
+data_file: Table475.yaml
+description: |
+  Absolute differential cross-section as a function of $|y^{t\bar{t}}|$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DABS_TT_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 476
+location: Data from Auxiliary Figure 49a
+additional_resources:
+- {description: Image file, location: figaux_49a.png}
+- {description: Thumbnail image file, location: thumb_figaux_49a.png}
+---
+data_file: Table476.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $|y^{t\bar{t}}|$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 477
+location: Data from Auxiliary Figure 49a
+additional_resources:
+- {description: Image file, location: figaux_49a.png}
+- {description: Thumbnail image file, location: thumb_figaux_49a.png}
+---
+data_file: Table477.yaml
+description: |
+  Relative differential cross-section as a function of $|y^{t,2}|$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DABS_T2_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 478
+location: Data from Auxiliary Figure 47b
+additional_resources:
+- {description: Image file, location: figaux_47b.png}
+- {description: Thumbnail image file, location: thumb_figaux_47b.png}
+---
+data_file: Table478.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $|y^{t,2}|$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 479
+location: Data from Auxiliary Figure 47b
+additional_resources:
+- {description: Image file, location: figaux_47b.png}
+- {description: Thumbnail image file, location: thumb_figaux_47b.png}
+---
+data_file: Table479.yaml
+description: |
+  Absolute differential cross-section as a function of $|y^{t,2}|$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DABS_T2_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 480
+location: Data from Auxiliary Figure 47a
+additional_resources:
+- {description: Image file, location: figaux_47a.png}
+- {description: Thumbnail image file, location: thumb_figaux_47a.png}
+---
+data_file: Table480.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $|y^{t,2}|$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 481
+location: Data from Auxiliary Figure 47a
+additional_resources:
+- {description: Image file, location: figaux_47a.png}
+- {description: Thumbnail image file, location: thumb_figaux_47a.png}
+---
+data_file: Table481.yaml
+description: |
+  Relative differential cross-section as a function of $H_{T}^{t\bar{t}}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DHT_TT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 482
+location: Data from Auxiliary Figure 52b
+additional_resources:
+- {description: Image file, location: figaux_52b.png}
+- {description: Thumbnail image file, location: thumb_figaux_52b.png}
+---
+data_file: Table482.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $H_{T}^{t\bar{t}}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 483
+location: Data from Auxiliary Figure 52b
+additional_resources:
+- {description: Image file, location: figaux_52b.png}
+- {description: Thumbnail image file, location: thumb_figaux_52b.png}
+---
+data_file: Table483.yaml
+description: |
+  Absolute differential cross-section as a function of $H_{T}^{t\bar{t}}$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DHT_TT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 484
+location: Data from Auxiliary Figure 52a
+additional_resources:
+- {description: Image file, location: figaux_52a.png}
+- {description: Thumbnail image file, location: thumb_figaux_52a.png}
+---
+data_file: Table484.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $H_{T}^{t\bar{t}}$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 485
+location: Data from Auxiliary Figure 52a
+additional_resources:
+- {description: Image file, location: figaux_52a.png}
+- {description: Thumbnail image file, location: thumb_figaux_52a.png}
+---
+data_file: Table485.yaml
+description: |
+  Relative differential cross-section as a function of $|y^{t,1}|$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*DSIG/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 486
+location: Data from Auxiliary Figure 45b
+additional_resources:
+- {description: Image file, location: figaux_45b.png}
+- {description: Thumbnail image file, location: thumb_figaux_45b.png}
+---
+data_file: Table486.yaml
+description: |
+  Covariance matrix of the relative differential cross-section as function of $|y^{t,1}|$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 487
+location: Data from Auxiliary Figure 45b
+additional_resources:
+- {description: Image file, location: figaux_45b.png}
+- {description: Thumbnail image file, location: thumb_figaux_45b.png}
+---
+data_file: Table487.yaml
+description: |
+  Absolute differential cross-section as a function of $|y^{t,1}|$ at parton level in the all hadronic resolved topology. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['DSIG/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 488
+location: Data from Auxiliary Figure 45a
+additional_resources:
+- {description: Image file, location: figaux_45a.png}
+- {description: Thumbnail image file, location: thumb_figaux_45a.png}
+---
+data_file: Table488.yaml
+description: |
+  Covariance matrix of the absolute differential cross-section as function of $|y^{t,1}|$ at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 489
+location: Data from Auxiliary Figure 45a
+additional_resources:
+- {description: Image file, location: figaux_45a.png}
+- {description: Thumbnail image file, location: thumb_figaux_45a.png}
+---
+data_file: Table489.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 490
+location: Data from Auxiliary Figure 62a
+additional_resources:
+- {description: Image file, location: figaux_62a.png}
+- {description: Thumbnail image file, location: thumb_figaux_62a.png}
+---
+data_file: Table490.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 491
+location: Data from Auxiliary Figure 62a
+additional_resources:
+- {description: Image file, location: figaux_62a.png}
+- {description: Thumbnail image file, location: thumb_figaux_62a.png}
+---
+data_file: Table491.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 492
+location: Data from Auxiliary Figure 62a
+additional_resources:
+- {description: Image file, location: figaux_62a.png}
+- {description: Thumbnail image file, location: thumb_figaux_62a.png}
+---
+data_file: Table492.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 493
+location: Data from Auxiliary Figure 62a
+additional_resources:
+- {description: Image file, location: figaux_62a.png}
+- {description: Thumbnail image file, location: thumb_figaux_62a.png}
+---
+data_file: Table493.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 494
+location: Data from Auxiliary Figure 62a
+additional_resources:
+- {description: Image file, location: figaux_62a.png}
+- {description: Thumbnail image file, location: thumb_figaux_62a.png}
+---
+data_file: Table494.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 495
+location: Data from Auxiliary Figure 62a
+additional_resources:
+- {description: Image file, location: figaux_62a.png}
+- {description: Thumbnail image file, location: thumb_figaux_62a.png}
+---
+data_file: Table495.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 496
+location: Data from Auxiliary Figure 62a
+additional_resources:
+- {description: Image file, location: figaux_62a.png}
+- {description: Thumbnail image file, location: thumb_figaux_62a.png}
+---
+data_file: Table496.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 497
+location: Data from Auxiliary Figure 62a
+additional_resources:
+- {description: Image file, location: figaux_62a.png}
+- {description: Thumbnail image file, location: thumb_figaux_62a.png}
+---
+data_file: Table497.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 498
+location: Data from Auxiliary Figure 62a
+additional_resources:
+- {description: Image file, location: figaux_62a.png}
+- {description: Thumbnail image file, location: thumb_figaux_62a.png}
+---
+data_file: Table498.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 499
+location: Data from Figure 21a
+additional_resources:
+- {description: Image file, location: fig_21a.png}
+- {description: Thumbnail image file, location: thumb_fig_21a.png}
+---
+data_file: Table499.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 500
+location: Data from Figure 21a
+additional_resources:
+- {description: Image file, location: fig_21a.png}
+- {description: Thumbnail image file, location: thumb_fig_21a.png}
+---
+data_file: Table500.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_TT_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 501
+location: Data from Figure 21a
+additional_resources:
+- {description: Image file, location: fig_21a.png}
+- {description: Thumbnail image file, location: thumb_fig_21a.png}
+---
+data_file: Table501.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 502
+location: Data from Figure 21a
+additional_resources:
+- {description: Image file, location: fig_21a.png}
+- {description: Thumbnail image file, location: thumb_fig_21a.png}
+---
+data_file: Table502.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 503
+location: Data from Figure 21a
+additional_resources:
+- {description: Image file, location: fig_21a.png}
+- {description: Thumbnail image file, location: thumb_fig_21a.png}
+---
+data_file: Table503.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 504
+location: Data from Figure 21a
+additional_resources:
+- {description: Image file, location: fig_21a.png}
+- {description: Thumbnail image file, location: thumb_fig_21a.png}
+---
+data_file: Table504.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 505
+location: Data from Figure 21a
+additional_resources:
+- {description: Image file, location: fig_21a.png}
+- {description: Thumbnail image file, location: thumb_fig_21a.png}
+---
+data_file: Table505.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 506
+location: Data from Figure 21a
+additional_resources:
+- {description: Image file, location: fig_21a.png}
+- {description: Thumbnail image file, location: thumb_fig_21a.png}
+---
+data_file: Table506.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t\bar{t}}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 507
+location: Data from Figure 21a
+additional_resources:
+- {description: Image file, location: fig_21a.png}
+- {description: Thumbnail image file, location: thumb_fig_21a.png}
+---
+data_file: Table507.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t,2}|$ vs $|y^{t,1}|$ at parton level in the all hadronic resolved topology in 0.0  < $|y^{t,1}|$ < 0.5 . Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 508
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table508.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t,2}|$ vs $|y^{t,1}|$ at parton level in the all hadronic resolved topology in 0.5  < $|y^{t,1}|$ < 1.0 . Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 509
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table509.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t,2}|$ vs $|y^{t,1}|$ at parton level in the all hadronic resolved topology in 1.0  < $|y^{t,1}|$ < 1.5 . Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 510
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table510.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t,2}|$ vs $|y^{t,1}|$ at parton level in the all hadronic resolved topology in 1.5  < $|y^{t,1}|$ < 2.5 . Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_T2_Y/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 511
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table511.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.0  < $|y^{t,1}|$ < 0.5  and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.0  < $|y^{t,1}|$ < 0.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 512
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table512.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.5  < $|y^{t,1}|$ < 1.0  and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.0  < $|y^{t,1}|$ < 0.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 513
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table513.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.5  < $|y^{t,1}|$ < 1.0  and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.5  < $|y^{t,1}|$ < 1.0  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 514
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table514.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.0  < $|y^{t,1}|$ < 1.5  and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.0  < $|y^{t,1}|$ < 0.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 515
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table515.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.0  < $|y^{t,1}|$ < 1.5  and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.5  < $|y^{t,1}|$ < 1.0  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 516
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table516.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.0  < $|y^{t,1}|$ < 1.5  and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.0  < $|y^{t,1}|$ < 1.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 517
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table517.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.5  < $|y^{t,1}|$ < 2.5  and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.0  < $|y^{t,1}|$ < 0.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 518
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table518.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.5  < $|y^{t,1}|$ < 2.5  and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.5  < $|y^{t,1}|$ < 1.0  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 519
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table519.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.5  < $|y^{t,1}|$ < 2.5  and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.0  < $|y^{t,1}|$ < 1.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 520
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table520.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.5  < $|y^{t,1}|$ < 2.5  and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.5  < $|y^{t,1}|$ < 2.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 521
+location: Data from Auxiliary Figure 59c
+additional_resources:
+- {description: Image file, location: figaux_59c.png}
+- {description: Thumbnail image file, location: thumb_figaux_59c.png}
+---
+data_file: Table521.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t,2}|$ vs $|y^{t,1}|$ at parton level in the all hadronic resolved topology in 0.0  < $|y^{t,1}|$ < 0.5 . Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_T2_Y/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 522
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table522.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t,2}|$ vs $|y^{t,1}|$ at parton level in the all hadronic resolved topology in 0.5  < $|y^{t,1}|$ < 1.0 . Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_T2_Y/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 523
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table523.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t,2}|$ vs $|y^{t,1}|$ at parton level in the all hadronic resolved topology in 1.0  < $|y^{t,1}|$ < 1.5 . Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_T2_Y/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 524
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table524.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t,2}|$ vs $|y^{t,1}|$ at parton level in the all hadronic resolved topology in 1.5  < $|y^{t,1}|$ < 2.5 . Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_T2_Y/DABS_T1_Y']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 525
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table525.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.0  < $|y^{t,1}|$ < 0.5  and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.0  < $|y^{t,1}|$ < 0.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 526
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table526.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.5  < $|y^{t,1}|$ < 1.0  and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.0  < $|y^{t,1}|$ < 0.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 527
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table527.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.5  < $|y^{t,1}|$ < 1.0  and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.5  < $|y^{t,1}|$ < 1.0  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 528
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table528.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.0  < $|y^{t,1}|$ < 1.5  and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.0  < $|y^{t,1}|$ < 0.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 529
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table529.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.0  < $|y^{t,1}|$ < 1.5  and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.5  < $|y^{t,1}|$ < 1.0  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 530
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table530.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.0  < $|y^{t,1}|$ < 1.5  and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.0  < $|y^{t,1}|$ < 1.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 531
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table531.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.5  < $|y^{t,1}|$ < 2.5  and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.0  < $|y^{t,1}|$ < 0.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 532
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table532.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.5  < $|y^{t,1}|$ < 2.5  and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 0.5  < $|y^{t,1}|$ < 1.0  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 533
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table533.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.5  < $|y^{t,1}|$ < 2.5  and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.0  < $|y^{t,1}|$ < 1.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 534
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table534.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.5  < $|y^{t,1}|$ < 2.5  and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $|y^{t,1}|$ in 1.5  < $|y^{t,1}|$ < 2.5  at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 535
+location: Data from Auxiliary Figure 59a
+additional_resources:
+- {description: Image file, location: figaux_59a.png}
+- {description: Thumbnail image file, location: thumb_figaux_59a.png}
+---
+data_file: Table535.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DM']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 536
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table536.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DM']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 537
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table537.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DM']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 538
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table538.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT2_PT/DM']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 539
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table539.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 540
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table540.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 541
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table541.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 542
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table542.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 543
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table543.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 544
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table544.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 545
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table545.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 546
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table546.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 547
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table547.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 548
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table548.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 549
+location: Data from Auxiliary Figure 60c
+additional_resources:
+- {description: Image file, location: figaux_60c.png}
+- {description: Thumbnail image file, location: thumb_figaux_60c.png}
+---
+data_file: Table549.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DM']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 550
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table550.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DM']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 551
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table551.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DM']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 552
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table552.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT2_PT/DM']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 553
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table553.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 554
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table554.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 555
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table555.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 556
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table556.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 557
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table557.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 558
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table558.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 559
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table559.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 560
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table560.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 561
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table561.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 562
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table562.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,2}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 563
+location: Data from Auxiliary Figure 60a
+additional_resources:
+- {description: Image file, location: figaux_60a.png}
+- {description: Thumbnail image file, location: thumb_figaux_60a.png}
+---
+data_file: Table563.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_T1_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 564
+location: Data from Auxiliary Figure 57c
+additional_resources:
+- {description: Image file, location: figaux_57c.png}
+- {description: Thumbnail image file, location: thumb_figaux_57c.png}
+---
+data_file: Table564.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_T1_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 565
+location: Data from Auxiliary Figure 57c
+additional_resources:
+- {description: Image file, location: figaux_57c.png}
+- {description: Thumbnail image file, location: thumb_figaux_57c.png}
+---
+data_file: Table565.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_T1_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 566
+location: Data from Auxiliary Figure 57c
+additional_resources:
+- {description: Image file, location: figaux_57c.png}
+- {description: Thumbnail image file, location: thumb_figaux_57c.png}
+---
+data_file: Table566.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 567
+location: Data from Auxiliary Figure 57c
+additional_resources:
+- {description: Image file, location: figaux_57c.png}
+- {description: Thumbnail image file, location: thumb_figaux_57c.png}
+---
+data_file: Table567.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 568
+location: Data from Auxiliary Figure 57c
+additional_resources:
+- {description: Image file, location: figaux_57c.png}
+- {description: Thumbnail image file, location: thumb_figaux_57c.png}
+---
+data_file: Table568.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 569
+location: Data from Auxiliary Figure 57c
+additional_resources:
+- {description: Image file, location: figaux_57c.png}
+- {description: Thumbnail image file, location: thumb_figaux_57c.png}
+---
+data_file: Table569.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 570
+location: Data from Auxiliary Figure 57c
+additional_resources:
+- {description: Image file, location: figaux_57c.png}
+- {description: Thumbnail image file, location: thumb_figaux_57c.png}
+---
+data_file: Table570.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 571
+location: Data from Auxiliary Figure 57c
+additional_resources:
+- {description: Image file, location: figaux_57c.png}
+- {description: Thumbnail image file, location: thumb_figaux_57c.png}
+---
+data_file: Table571.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 572
+location: Data from Auxiliary Figure 57c
+additional_resources:
+- {description: Image file, location: figaux_57c.png}
+- {description: Thumbnail image file, location: thumb_figaux_57c.png}
+---
+data_file: Table572.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_T1_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 573
+location: Data from Auxiliary Figure 57a
+additional_resources:
+- {description: Image file, location: figaux_57a.png}
+- {description: Thumbnail image file, location: thumb_figaux_57a.png}
+---
+data_file: Table573.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_T1_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 574
+location: Data from Auxiliary Figure 57a
+additional_resources:
+- {description: Image file, location: figaux_57a.png}
+- {description: Thumbnail image file, location: thumb_figaux_57a.png}
+---
+data_file: Table574.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_T1_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 575
+location: Data from Auxiliary Figure 57a
+additional_resources:
+- {description: Image file, location: figaux_57a.png}
+- {description: Thumbnail image file, location: thumb_figaux_57a.png}
+---
+data_file: Table575.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 576
+location: Data from Auxiliary Figure 57a
+additional_resources:
+- {description: Image file, location: figaux_57a.png}
+- {description: Thumbnail image file, location: thumb_figaux_57a.png}
+---
+data_file: Table576.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 577
+location: Data from Auxiliary Figure 57a
+additional_resources:
+- {description: Image file, location: figaux_57a.png}
+- {description: Thumbnail image file, location: thumb_figaux_57a.png}
+---
+data_file: Table577.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 578
+location: Data from Auxiliary Figure 57a
+additional_resources:
+- {description: Image file, location: figaux_57a.png}
+- {description: Thumbnail image file, location: thumb_figaux_57a.png}
+---
+data_file: Table578.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 579
+location: Data from Auxiliary Figure 57a
+additional_resources:
+- {description: Image file, location: figaux_57a.png}
+- {description: Thumbnail image file, location: thumb_figaux_57a.png}
+---
+data_file: Table579.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 580
+location: Data from Auxiliary Figure 57a
+additional_resources:
+- {description: Image file, location: figaux_57a.png}
+- {description: Thumbnail image file, location: thumb_figaux_57a.png}
+---
+data_file: Table580.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t,1}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 581
+location: Data from Auxiliary Figure 57a
+additional_resources:
+- {description: Image file, location: figaux_57a.png}
+- {description: Thumbnail image file, location: thumb_figaux_57a.png}
+---
+data_file: Table581.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_T2_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 582
+location: Data from Auxiliary Figure 58c
+additional_resources:
+- {description: Image file, location: figaux_58c.png}
+- {description: Thumbnail image file, location: thumb_figaux_58c.png}
+---
+data_file: Table582.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_T2_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 583
+location: Data from Auxiliary Figure 58c
+additional_resources:
+- {description: Image file, location: figaux_58c.png}
+- {description: Thumbnail image file, location: thumb_figaux_58c.png}
+---
+data_file: Table583.yaml
+description: |
+  Relative double-differential cross-section as a function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DABS_T2_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 584
+location: Data from Auxiliary Figure 58c
+additional_resources:
+- {description: Image file, location: figaux_58c.png}
+- {description: Thumbnail image file, location: thumb_figaux_58c.png}
+---
+data_file: Table584.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 585
+location: Data from Auxiliary Figure 58c
+additional_resources:
+- {description: Image file, location: figaux_58c.png}
+- {description: Thumbnail image file, location: thumb_figaux_58c.png}
+---
+data_file: Table585.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 586
+location: Data from Auxiliary Figure 58c
+additional_resources:
+- {description: Image file, location: figaux_58c.png}
+- {description: Thumbnail image file, location: thumb_figaux_58c.png}
+---
+data_file: Table586.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 587
+location: Data from Auxiliary Figure 58c
+additional_resources:
+- {description: Image file, location: figaux_58c.png}
+- {description: Thumbnail image file, location: thumb_figaux_58c.png}
+---
+data_file: Table587.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 588
+location: Data from Auxiliary Figure 58c
+additional_resources:
+- {description: Image file, location: figaux_58c.png}
+- {description: Thumbnail image file, location: thumb_figaux_58c.png}
+---
+data_file: Table588.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 589
+location: Data from Auxiliary Figure 58c
+additional_resources:
+- {description: Image file, location: figaux_58c.png}
+- {description: Thumbnail image file, location: thumb_figaux_58c.png}
+---
+data_file: Table589.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 590
+location: Data from Auxiliary Figure 58c
+additional_resources:
+- {description: Image file, location: figaux_58c.png}
+- {description: Thumbnail image file, location: thumb_figaux_58c.png}
+---
+data_file: Table590.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_T2_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 591
+location: Data from Auxiliary Figure 58a
+additional_resources:
+- {description: Image file, location: figaux_58a.png}
+- {description: Thumbnail image file, location: thumb_figaux_58a.png}
+---
+data_file: Table591.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_T2_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 592
+location: Data from Auxiliary Figure 58a
+additional_resources:
+- {description: Image file, location: figaux_58a.png}
+- {description: Thumbnail image file, location: thumb_figaux_58a.png}
+---
+data_file: Table592.yaml
+description: |
+  Absolute double-differential cross-section as a function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DABS_T2_Y/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 593
+location: Data from Auxiliary Figure 58a
+additional_resources:
+- {description: Image file, location: figaux_58a.png}
+- {description: Thumbnail image file, location: thumb_figaux_58a.png}
+---
+data_file: Table593.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 594
+location: Data from Auxiliary Figure 58a
+additional_resources:
+- {description: Image file, location: figaux_58a.png}
+- {description: Thumbnail image file, location: thumb_figaux_58a.png}
+---
+data_file: Table594.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 595
+location: Data from Auxiliary Figure 58a
+additional_resources:
+- {description: Image file, location: figaux_58a.png}
+- {description: Thumbnail image file, location: thumb_figaux_58a.png}
+---
+data_file: Table595.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 596
+location: Data from Auxiliary Figure 58a
+additional_resources:
+- {description: Image file, location: figaux_58a.png}
+- {description: Thumbnail image file, location: thumb_figaux_58a.png}
+---
+data_file: Table596.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 597
+location: Data from Auxiliary Figure 58a
+additional_resources:
+- {description: Image file, location: figaux_58a.png}
+- {description: Thumbnail image file, location: thumb_figaux_58a.png}
+---
+data_file: Table597.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 598
+location: Data from Auxiliary Figure 58a
+additional_resources:
+- {description: Image file, location: figaux_58a.png}
+- {description: Thumbnail image file, location: thumb_figaux_58a.png}
+---
+data_file: Table598.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $|y^{t,2}|$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 599
+location: Data from Auxiliary Figure 58a
+additional_resources:
+- {description: Image file, location: figaux_58a.png}
+- {description: Thumbnail image file, location: thumb_figaux_58a.png}
+---
+data_file: Table599.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 600
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table600.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 601
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table601.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 602
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table602.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 603
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table603.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 604
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table604.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 605
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table605.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 606
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table606.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 607
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table607.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 608
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table608.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 609
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table609.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 610
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table610.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 611
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table611.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 612
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table612.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 613
+location: Data from Auxiliary Figure 61c
+additional_resources:
+- {description: Image file, location: figaux_61c.png}
+- {description: Thumbnail image file, location: thumb_figaux_61c.png}
+---
+data_file: Table613.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 614
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table614.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 615
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table615.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 616
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table616.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DTT_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 617
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table617.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 618
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table618.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 619
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table619.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 620
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table620.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 621
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table621.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 622
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table622.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 623
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table623.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 624
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table624.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 625
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table625.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 1315.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 626
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table626.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t\bar{t}}$ vs $m^{t\bar{t}}$ in 1315.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 627
+location: Data from Auxiliary Figure 61a
+additional_resources:
+- {description: Image file, location: figaux_61a.png}
+- {description: Thumbnail image file, location: thumb_figaux_61a.png}
+---
+data_file: Table627.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 628
+location: Data from Auxiliary Figure 56a
+additional_resources:
+- {description: Image file, location: figaux_56a.png}
+- {description: Thumbnail image file, location: thumb_figaux_56a.png}
+---
+data_file: Table628.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 629
+location: Data from Auxiliary Figure 56a
+additional_resources:
+- {description: Image file, location: figaux_56a.png}
+- {description: Thumbnail image file, location: thumb_figaux_56a.png}
+---
+data_file: Table629.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 630
+location: Data from Auxiliary Figure 56a
+additional_resources:
+- {description: Image file, location: figaux_56a.png}
+- {description: Thumbnail image file, location: thumb_figaux_56a.png}
+---
+data_file: Table630.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 631
+location: Data from Auxiliary Figure 56a
+additional_resources:
+- {description: Image file, location: figaux_56a.png}
+- {description: Thumbnail image file, location: thumb_figaux_56a.png}
+---
+data_file: Table631.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 632
+location: Data from Auxiliary Figure 56a
+additional_resources:
+- {description: Image file, location: figaux_56a.png}
+- {description: Thumbnail image file, location: thumb_figaux_56a.png}
+---
+data_file: Table632.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 633
+location: Data from Auxiliary Figure 56a
+additional_resources:
+- {description: Image file, location: figaux_56a.png}
+- {description: Thumbnail image file, location: thumb_figaux_56a.png}
+---
+data_file: Table633.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 634
+location: Data from Auxiliary Figure 56a
+additional_resources:
+- {description: Image file, location: figaux_56a.png}
+- {description: Thumbnail image file, location: thumb_figaux_56a.png}
+---
+data_file: Table634.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 635
+location: Data from Auxiliary Figure 56a
+additional_resources:
+- {description: Image file, location: figaux_56a.png}
+- {description: Thumbnail image file, location: thumb_figaux_56a.png}
+---
+data_file: Table635.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 636
+location: Data from Auxiliary Figure 56a
+additional_resources:
+- {description: Image file, location: figaux_56a.png}
+- {description: Thumbnail image file, location: thumb_figaux_56a.png}
+---
+data_file: Table636.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 637
+location: Data from Figure 20a
+additional_resources:
+- {description: Image file, location: fig_20a.png}
+- {description: Thumbnail image file, location: thumb_fig_20a.png}
+---
+data_file: Table637.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 638
+location: Data from Figure 20a
+additional_resources:
+- {description: Image file, location: fig_20a.png}
+- {description: Thumbnail image file, location: thumb_fig_20a.png}
+---
+data_file: Table638.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ at parton level in the all hadronic resolved topology in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DTT_M']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 639
+location: Data from Figure 20a
+additional_resources:
+- {description: Image file, location: fig_20a.png}
+- {description: Thumbnail image file, location: thumb_fig_20a.png}
+---
+data_file: Table639.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 640
+location: Data from Figure 20a
+additional_resources:
+- {description: Image file, location: fig_20a.png}
+- {description: Thumbnail image file, location: thumb_fig_20a.png}
+---
+data_file: Table640.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 641
+location: Data from Figure 20a
+additional_resources:
+- {description: Image file, location: fig_20a.png}
+- {description: Thumbnail image file, location: thumb_fig_20a.png}
+---
+data_file: Table641.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 642
+location: Data from Figure 20a
+additional_resources:
+- {description: Image file, location: fig_20a.png}
+- {description: Thumbnail image file, location: thumb_fig_20a.png}
+---
+data_file: Table642.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 0.0 GeV < $m^{t\bar{t}}$ < 700.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 643
+location: Data from Figure 20a
+additional_resources:
+- {description: Image file, location: fig_20a.png}
+- {description: Thumbnail image file, location: thumb_fig_20a.png}
+---
+data_file: Table643.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 700.0 GeV < $m^{t\bar{t}}$ < 970.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 644
+location: Data from Figure 20a
+additional_resources:
+- {description: Image file, location: fig_20a.png}
+- {description: Thumbnail image file, location: thumb_fig_20a.png}
+---
+data_file: Table644.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $m^{t\bar{t}}$ in 970.0 GeV < $m^{t\bar{t}}$ < 3000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 645
+location: Data from Figure 20a
+additional_resources:
+- {description: Image file, location: fig_20a.png}
+- {description: Thumbnail image file, location: thumb_fig_20a.png}
+---
+data_file: Table645.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 646
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table646.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 647
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table647.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 648
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table648.yaml
+description: |
+  Relative double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['1/SIG*D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 649
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table649.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 650
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table650.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 651
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table651.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 652
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table652.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 653
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table653.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 654
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table654.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 655
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table655.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 656
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table656.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 657
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table657.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 658
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table658.yaml
+description: |
+  Covariance matrix between the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the relative double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 659
+location: Data from Auxiliary Figure 55c
+additional_resources:
+- {description: Image file, location: figaux_55c.png}
+- {description: Thumbnail image file, location: thumb_figaux_55c.png}
+---
+data_file: Table659.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 660
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table660.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 661
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table661.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 662
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table662.yaml
+description: |
+  Absolute double-differential cross-section as a function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ at parton level in the all hadronic resolved topology in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV. Note that the values shown here are obtained by propagating the individual uncertainties to the measured cross-sections, while the covariance matrices are evaluated using pseudo-experiments as described in the text. The measured differential cross-section is compared with the prediction obtained with the Powheg+Pythia8 Monte Carlo generator.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: observables
+  values: ['D2SIG/DT1_PT/DT2_PT']
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 663
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table663.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 664
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table664.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 665
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table665.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 666
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table666.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 667
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table667.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 668
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table668.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 669
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table669.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 0.0 GeV < $p_{T}^{t,2}$ < 170.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 670
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table670.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 170.0 GeV < $p_{T}^{t,2}$ < 290.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 671
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table671.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 290.0 GeV < $p_{T}^{t,2}$ < 450.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 672
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
+data_file: Table672.yaml
+description: |
+  Covariance matrix between the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV and the absolute double-differential cross-section as function of $p_{T}^{t,1}$ vs $p_{T}^{t,2}$ in 450.0 GeV < $p_{T}^{t,2}$ < 1000.0 GeV at parton level in the all hadronic resolved topology, accounting for the statistical and systematic uncertainties.
+keywords:
+- name: reactions
+  values: [P P --> TOP TOPBAR X]
+- name: phrases
+  values: [Top, Differential Cross Section, Proton-Proton Scattering]
+- name: cmenergies
+  values: [13000.0]
+name: Table 673
+location: Data from Auxiliary Figure 55a
+additional_resources:
+- {description: Image file, location: figaux_55a.png}
+- {description: Thumbnail image file, location: thumb_figaux_55a.png}
+---
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar.yaml
new file mode 100644
index 0000000000..4f3115ec23
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar.yaml
@@ -0,0 +1,87 @@
+definitions:
+  ArtUnc_1:
+    definition: artificial uncertainty 1
+    treatment: ADD
+    type: CORR
+  ArtUnc_2:
+    definition: artificial uncertainty 2
+    treatment: ADD
+    type: CORR
+  ArtUnc_3:
+    definition: artificial uncertainty 3
+    treatment: ADD
+    type: CORR
+  ArtUnc_4:
+    definition: artificial uncertainty 4
+    treatment: ADD
+    type: CORR
+  ArtUnc_5:
+    definition: artificial uncertainty 5
+    treatment: ADD
+    type: CORR
+  ArtUnc_6:
+    definition: artificial uncertainty 6
+    treatment: ADD
+    type: CORR
+  ArtUnc_7:
+    definition: artificial uncertainty 7
+    treatment: ADD
+    type: CORR
+  ArtUnc_8:
+    definition: artificial uncertainty 8
+    treatment: ADD
+    type: CORR
+  ArtUnc_9:
+    definition: artificial uncertainty 9
+    treatment: ADD
+    type: CORR
+  ArtUnc_10:
+    definition: artificial uncertainty 10
+    treatment: ADD
+    type: CORR
+  ArtUnc_11:
+    definition: artificial uncertainty 11
+    treatment: ADD
+    type: CORR
+bins:
+- ArtUnc_1: 0.12572431343802282
+  ArtUnc_2: -0.030967624750449424
+  ArtUnc_3: 0.005819014412974627
+  ArtUnc_4: 0.004851262323010116
+- ArtUnc_1: 0.12249376589315022
+  ArtUnc_2: 0.024785018226278814
+  ArtUnc_3: 0.010383785834127897
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+  ArtUnc_2: 0.0016048314009037038
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+  ArtUnc_3: 0.007952112015051983
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+  ArtUnc_3: 0.005614781520574296
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+  ArtUnc_3: 0.0029571514995138165
+  ArtUnc_4: -0.007404771177771257
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+  ArtUnc_3: 0.0007755471688005582
+  ArtUnc_4: -0.0017480570330587932
+- ArtUnc_1: 0.0018069605379896355
+  ArtUnc_2: 9.068988692723558e-05
+  ArtUnc_3: 0.00046929666541382285
+- ArtUnc_1: 0.0018332999477209753
+  ArtUnc_2: 0.0003151061287127642
+  ArtUnc_3: 0.00017170507843432771
+- ArtUnc_1: 0.00040903899915075375
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+  ArtUnc_3: 1.4497227287244598e-05
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar_norm.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar_norm.yaml
new file mode 100644
index 0000000000..a7eaf97a15
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar_norm.yaml
@@ -0,0 +1,87 @@
+definitions:
+  ArtUnc_1:
+    definition: artificial uncertainty 1
+    treatment: ADD
+    type: CORR
+  ArtUnc_2:
+    definition: artificial uncertainty 2
+    treatment: ADD
+    type: CORR
+  ArtUnc_3:
+    definition: artificial uncertainty 3
+    treatment: ADD
+    type: CORR
+  ArtUnc_4:
+    definition: artificial uncertainty 4
+    treatment: ADD
+    type: CORR
+  ArtUnc_5:
+    definition: artificial uncertainty 5
+    treatment: ADD
+    type: CORR
+  ArtUnc_6:
+    definition: artificial uncertainty 6
+    treatment: ADD
+    type: CORR
+  ArtUnc_7:
+    definition: artificial uncertainty 7
+    treatment: ADD
+    type: CORR
+  ArtUnc_8:
+    definition: artificial uncertainty 8
+    treatment: ADD
+    type: CORR
+  ArtUnc_9:
+    definition: artificial uncertainty 9
+    treatment: ADD
+    type: CORR
+  ArtUnc_10:
+    definition: artificial uncertainty 10
+    treatment: ADD
+    type: CORR
+  ArtUnc_11:
+    definition: artificial uncertainty 11
+    treatment: ADD
+    type: CORR
+bins:
+- ArtUnc_1: -5.55229508622633e-05
+  ArtUnc_2: -1.6063305313152705e-05
+  ArtUnc_3: -3.9847713831746646e-06
+  ArtUnc_4: 2.7376184703135764e-06
+- ArtUnc_1: -1.1336378108115176e-05
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+- ArtUnc_1: 6.693043323891525e-06
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+- ArtUnc_1: -8.955569348252178e-06
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+  ArtUnc_3: 1.4747374509479817e-05
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+- ArtUnc_1: -2.2897640175604536e-06
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+- ArtUnc_1: -3.529383451610246e-07
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+  ArtUnc_4: 1.310151296564722e-06
+- ArtUnc_1: -5.622307652566918e-07
+  ArtUnc_2: 4.941849506434988e-07
+  ArtUnc_3: 6.659818192549151e-07
+- ArtUnc_1: 3.4059536644112056e-07
+  ArtUnc_2: 3.5716791488159413e-07
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+- ArtUnc_1: 9.069940806525574e-08
+  ArtUnc_2: 7.46910438136279e-08
+  ArtUnc_3: 1.2154839933470686e-07
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dmttBar.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dmttBar.yaml
new file mode 100644
index 0000000000..62051f94ff
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dmttBar.yaml
@@ -0,0 +1,119 @@
+definitions:
+  ArtUnc_1:
+    definition: artificial uncertainty 1
+    treatment: ADD
+    type: CORR
+  ArtUnc_2:
+    definition: artificial uncertainty 2
+    treatment: ADD
+    type: CORR
+  ArtUnc_3:
+    definition: artificial uncertainty 3
+    treatment: ADD
+    type: CORR
+  ArtUnc_4:
+    definition: artificial uncertainty 4
+    treatment: ADD
+    type: CORR
+  ArtUnc_5:
+    definition: artificial uncertainty 5
+    treatment: ADD
+    type: CORR
+  ArtUnc_6:
+    definition: artificial uncertainty 6
+    treatment: ADD
+    type: CORR
+  ArtUnc_7:
+    definition: artificial uncertainty 7
+    treatment: ADD
+    type: CORR
+  ArtUnc_8:
+    definition: artificial uncertainty 8
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+    definition: artificial uncertainty 9
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dmttBar_norm.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dmttBar_norm.yaml
new file mode 100644
index 0000000000..63ec2f638e
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dmttBar_norm.yaml
@@ -0,0 +1,119 @@
+definitions:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dyttBar.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dyttBar.yaml
new file mode 100644
index 0000000000..e6994bb187
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dyttBar.yaml
@@ -0,0 +1,194 @@
+definitions:
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diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dyttBar_norm.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dyttBar_norm.yaml
new file mode 100644
index 0000000000..3208b50ff6
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_dSig_dyttBar_norm.yaml
@@ -0,0 +1,194 @@
+definitions:
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+    treatment: ADD
+    type: CORR
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+    definition: artificial uncertainty 2
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+    definition: artificial uncertainty 11
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+    type: CORR
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+    definition: artificial uncertainty 12
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+  ArtUnc_8: -0.009403024894325306
+  ArtUnc_9: -0.0010047929018795411
+  ArtUnc_10: -0.01291465890997541
+  ArtUnc_11: -0.0077381944949296965
+  ArtUnc_12: -0.0025655076048347702
+- ArtUnc_1: -0.06304423448636806
+  ArtUnc_2: -0.020874598408257408
+  ArtUnc_3: -3.1719007659472976e-05
+  ArtUnc_4: 0.0013295720991207273
+  ArtUnc_5: 0.004187321150032052
+  ArtUnc_6: -0.003043816503229564
+  ArtUnc_7: -0.0015611005378713969
+  ArtUnc_8: 0.010229190193652706
+  ArtUnc_9: -0.0013256529059227147
+  ArtUnc_10: -0.0030153902368277295
+  ArtUnc_11: 0.003184839283137318
+  ArtUnc_12: 0.00020467502718571096
+- ArtUnc_1: -0.0025412519887143205
+  ArtUnc_2: 0.013201239271991598
+  ArtUnc_3: -3.172492844166394e-05
+  ArtUnc_4: -0.025492121234287034
+  ArtUnc_5: 0.004593410464013228
+  ArtUnc_6: -0.0030194528080978835
+  ArtUnc_7: -0.001600053527915089
+  ArtUnc_8: 0.012187627847910564
+  ArtUnc_9: -0.0031744601727846
+  ArtUnc_10: 0.003475416901532007
+  ArtUnc_11: -0.005406669148952614
+  ArtUnc_12: 0.0034230568797391204
+- ArtUnc_1: -0.024767651728666216
+  ArtUnc_2: -0.0007370749067332273
+  ArtUnc_3: -3.437015348009303e-05
+  ArtUnc_4: -0.00962243064795938
+  ArtUnc_5: -0.005376539101713777
+  ArtUnc_6: 0.023270809211707807
+  ArtUnc_7: 0.004621937074422121
+  ArtUnc_8: -0.007294615041068444
+  ArtUnc_9: -0.004924650479012742
+  ArtUnc_10: 0.000638738226316133
+  ArtUnc_11: 0.000248556619878127
+  ArtUnc_12: -0.0013016917048127338
+- ArtUnc_1: -0.03404131424965747
+  ArtUnc_2: 0.013629760314037141
+  ArtUnc_3: -3.438938785405517e-05
+  ArtUnc_4: 0.009430804035195577
+  ArtUnc_5: -0.01889740676776477
+  ArtUnc_6: -0.003991128375237542
+  ArtUnc_7: -0.0014013642793071401
+  ArtUnc_8: 4.6878180418443796e-05
+  ArtUnc_9: 0.0008810663927323272
+  ArtUnc_10: 0.007689680278106873
+  ArtUnc_11: -0.003909386470283969
+  ArtUnc_12: 0.009709760015296633
+- ArtUnc_1: 0.012584323008483576
+  ArtUnc_2: 0.004513895152918287
+  ArtUnc_3: -3.699935961954575e-05
+  ArtUnc_4: 0.014026436898593259
+  ArtUnc_5: 0.007903943825399105
+  ArtUnc_6: 0.009719793793777215
+  ArtUnc_7: 0.009641672410304261
+  ArtUnc_8: 0.013806267780080221
+  ArtUnc_9: 0.004309037583137235
+  ArtUnc_10: -0.002012628527190696
+  ArtUnc_11: -0.005745475481977625
+  ArtUnc_12: 0.0058623118884024595
+- ArtUnc_1: -0.004430497265214214
+  ArtUnc_2: 0.01385604078212426
+  ArtUnc_3: -3.9658572349488176e-05
+  ArtUnc_4: -0.003588564800830511
+  ArtUnc_5: -0.0020311946592570765
+  ArtUnc_6: -0.002220620851391058
+  ArtUnc_7: 0.0048561388226903346
+  ArtUnc_8: 0.0018270481968078772
+  ArtUnc_9: 0.004117609135157795
+  ArtUnc_10: -0.007214433205091259
+  ArtUnc_11: 0.02012250652516763
+  ArtUnc_12: 0.002281740408267315
+- ArtUnc_1: -0.007211166486994318
+  ArtUnc_2: -0.008972408763081073
+  ArtUnc_3: -3.9670919368363975e-05
+  ArtUnc_4: -0.007343425859425414
+  ArtUnc_5: 0.010021420690303495
+  ArtUnc_6: -0.006169028514156388
+  ArtUnc_7: 0.007933228727964469
+  ArtUnc_8: -0.012233905982739518
+  ArtUnc_9: 0.008048525288660355
+  ArtUnc_10: 0.008136405521126428
+  ArtUnc_11: -0.00102984586372723
+  ArtUnc_12: 0.010336183338913348
+- ArtUnc_1: -0.01412029186313896
+  ArtUnc_2: 0.005178376027629166
+  ArtUnc_3: -3.965322465102166e-05
+  ArtUnc_4: 0.00019616014673657468
+  ArtUnc_5: -0.002320600850120385
+  ArtUnc_6: -0.004679043379895691
+  ArtUnc_7: 0.007426385724253546
+  ArtUnc_8: 0.0019435562513150783
+  ArtUnc_9: 0.005806407309375671
+  ArtUnc_10: 0.009074006167790161
+  ArtUnc_11: -0.0017830736428959457
+  ArtUnc_12: -0.019267152663521667
+- ArtUnc_1: 0.013431216965135266
+  ArtUnc_2: -0.010686877229342466
+  ArtUnc_3: -4.7568302594083954e-05
+  ArtUnc_4: -0.008880926407928225
+  ArtUnc_5: -0.015811694939688804
+  ArtUnc_6: -0.0044734171577508
+  ArtUnc_7: 0.0045560997677492835
+  ArtUnc_8: 0.0001778842812409291
+  ArtUnc_9: 0.005868681521603491
+  ArtUnc_10: -0.01483157353146372
+  ArtUnc_11: -0.007637382951891884
+  ArtUnc_12: -0.0002499777883405328
+- ArtUnc_1: 0.011083947424457315
+  ArtUnc_2: -0.0025295622352911884
+  ArtUnc_3: -5.286534526161879e-05
+  ArtUnc_4: 0.0037024172070462477
+  ArtUnc_5: -0.001114644798578539
+  ArtUnc_6: -0.009165949949504789
+  ArtUnc_7: 0.00938449446596575
+  ArtUnc_8: -0.0014456593602200632
+  ArtUnc_9: -0.018536321936100428
+  ArtUnc_10: 0.00020575461349550241
+  ArtUnc_11: 0.000626177447739694
+  ArtUnc_12: 0.0005397532054034583
+- ArtUnc_1: 0.020920195526821492
+  ArtUnc_2: -0.003202074388989974
+  ArtUnc_3: -0.00021415455855597058
+  ArtUnc_4: 0.0036137202670168413
+  ArtUnc_5: 0.0022134938910562687
+  ArtUnc_6: 0.0023025621103969227
+  ArtUnc_7: -0.00860181759031612
+  ArtUnc_8: -0.0012653690969476143
+  ArtUnc_9: 0.0006634097109710064
+  ArtUnc_10: 0.002246092732400667
+  ArtUnc_11: 0.0013915632135441498
+  ArtUnc_12: -0.001368223999471566
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/utils.py b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/utils.py
new file mode 100644
index 0000000000..4fac235055
--- /dev/null
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/utils.py
@@ -0,0 +1,361 @@
+"""
+Python utilities for commondata implementation.
+
+This module provides helpful functions that automate a few
+tasks that are regularly needed for the implementation of
+experimental data to the commondata format. If there are 
+any additional functions that could be added here as they
+could simplify some repetitve tasks, please do suggest.
+
+Before the usage of any functions, it is recommended to read
+the docstrings of the function to understand the inputs and
+outputs.
+
+@author: Tanishq Sharma
+"""
+
+import numpy as np
+
+from math import sqrt
+from numpy.linalg import eig
+
+def symmetrize_errors(delta_plus, delta_minus):
+    r"""Compute the symmterized uncertainty and the shift in data point.
+
+    Parameters
+    ----------
+    delta_plus : float
+        The top/plus uncertainty with sign
+    delta_minus : float
+        The bottom/minus uncertainty with sign
+    
+    Returns
+    -------
+    se_delta : float
+        The value to be added to the data point
+    se_sigma : float
+        The symmetrized uncertainty to be used in commondata
+
+    """
+    semi_diff = (delta_plus + delta_minus)/2
+    average = (delta_plus - delta_minus)/2
+    se_delta = semi_diff
+    se_sigma = sqrt(average*average + 2*semi_diff*semi_diff)
+    return se_delta, se_sigma
+
+def percentage_to_absolute(percentage, value):
+    r"""Compute the absolute value of uncertainty from percentage.
+
+    Parameters
+    ----------
+    percentage : string/float
+        Experimental datasets can provide the percentage 
+        uncertainties with a % sign or without one. 
+        The function will autostrip % sign and convert to
+        a float type in case the percentage uncertainty 
+        comes with a % sign. Else, it will directly perform 
+        the computation.
+    value : float
+        The data point
+
+    Returns
+    -------
+    absolute : float
+        The absolute value of the uncertainty
+    
+    """
+    if type(percentage) is str:
+        percentage = float(percentage.replace("%", ""))
+        absolute = percentage * value * 0.01
+        return absolute 
+    else:
+        absolute = percentage * value * 0.01
+        return absolute
+
+def cormat_to_covmat(err_list, cormat_list):
+    r"""Convert correlation matrix elements to covariance
+    matrix elements.
+
+    Parameters
+    ----------
+    err_list : list
+        A one dimensional list which contains the uncertainty
+        associated to each data point in order.
+    cormat_list : list
+        A one dimensional list which contains the elements of 
+        the correlation matrix row by row. Since experimental
+        datasets provide these matrices in a list form, this 
+        simplifies the implementation for the user.
+
+    Returns
+    -------
+    covmat_list : list
+        A one dimensional list which contains the elements of
+        the covariance matrix row by row.
+    
+    """
+    covmat_list = []
+    for i in range(len(cormat_list)):
+        a = i // len(err_list)
+        b = i % len(err_list)
+        covmat_list.append(cormat_list[i] * err_list[a] * err_list[b])
+    return covmat_list
+
+def covmat_to_artunc(ndata, covmat_list, no_of_norm_mat=0):
+    r"""Convert the covariance matrix to a matrix of 
+    artificial uncertainties.
+
+    Parameters
+    ----------
+    ndata : integer
+        Number of data points
+    covmat_list : list
+        A one dimensional list which contains the elements of
+        the covariance matrix row by row. Since experimental
+        datasets provide these matrices in a list form, this 
+        simplifies the implementation for the user.
+    no_of_norm_mat : int
+        Normalized covariance matrices may have an eigenvalue
+        of 0 due to the last data point not being linearly
+        independent. To allow for this, the user should input
+        the number of normalized matrices that are being treated
+        in an instance. For example, if a single covariance matrix
+        of a normalized distribution is being processed, the input
+        would be 1. If a covariance matrix contains pertains to
+        3 normalized datasets (i.e. cross covmat for 3 
+        distributions), the input would be 3. The default value is
+        0 for when the covariance matrix pertains to an absolute 
+        distribution.
+
+    Returns
+    -------
+    artunc : list
+        A two dimensional matrix (given as a list of lists)
+        which contains artificial uncertainties to be added 
+        to the commondata. i^th row (or list) contains the 
+        artificial uncertainties of the i^th data point.
+            
+    """
+    epsilon = -0.0000000001
+    neg_eval_count = 0
+    psd_check = True
+    covmat = np.zeros((ndata, ndata))
+    artunc = np.zeros((ndata, ndata))
+    for i in range(len(covmat_list)):
+        a = i // ndata
+        b = i % ndata
+        covmat[a][b] = covmat_list[i]
+    eigval, eigvec = eig(covmat)
+    for j in range(len(eigval)):
+        if eigval[j] < epsilon:
+            psd_check = False
+        elif eigval[j] > epsilon and eigval[j] <= 0:
+            neg_eval_count = neg_eval_count + 1
+            if neg_eval_count == (no_of_norm_mat + 1):
+                psd_check = False
+        elif eigval[j] > 0:
+            continue
+    if psd_check == False:
+        raise ValueError('The covariance matrix is not positive-semidefinite')
+    else:
+        for i in range(ndata):
+            for j in range(ndata):
+                if eigval[j] < 0:
+                    continue
+                else:
+                    artunc[i][j] = eigvec[i][j] * sqrt(eigval[j]) 
+    return artunc.tolist()
+
+def cross_cormat_to_covmat(row_err_list, col_err_list, cormat_list):
+    r"""Convert cross correlation matrix elements 
+    (i.e. those between different different variables or 
+    observables) to covariance matrix elements.
+    
+    Parameters
+    ----------
+    row_err_list : list
+        A one dimensional list which contains the uncertainty
+        associated to each data point of the variable that is
+        given on the vertical axis.
+    col_err_list : list
+        A one dimensional list which contains the uncertainty
+        associated to each data point of the variable that is
+        given on the horizontal axis.
+    cormat_list : list
+        A one dimensional list which contains the elements of 
+        the correlation matrix row by row. Since experimental
+        datasets provide these matrices in a list form, this 
+        simplifies the implementation for the user.
+        
+    Returns
+    -------
+    covmat_list : list
+        A one dimensional list which contains the elements of
+        the covariance matrix row by row.
+    
+    """
+    covmat_list = []
+    for i in range(len(cormat_list)):
+        a = i // len(col_err_list)
+        b = i % len(col_err_list)
+        covmat_list.append(cormat_list[i] * row_err_list[a] * col_err_list[b])
+    return covmat_list
+
+def matlist_to_matrix(rows, columns, mat_list):
+    r"""Convert a 1d list to a 2d matrix.
+
+    Note: This utils function is not strictly needed for
+    data implementation, however, it is provided for
+    the aid of the user due to how matrices are treated
+    throughout all the other functions. This function 
+    allows the user to convert a list that contains the
+    elemnets of matrix row by row to a proper matrix, if
+    need be for any reason.
+    
+    Parameters
+    ----------
+    rows : int
+        No. of rows in the matrix
+    columns : int
+        No. of columns in the matrix
+    mat_list : list
+        A one dimensional list which contains the elements of
+        the matrix row by row.
+
+    Returns
+    -------
+    matrix : numpy.ndarray
+        The matrix as a numpy 2d array.
+    
+    """
+    if rows * columns == len(mat_list):
+        matrix = np.zeros((rows, columns))
+        for i in range(rows):
+            for j in range(columns):
+                matrix[i][j] = mat_list[j + i * columns]
+        matrix = np.array(matrix)
+        return matrix
+    else:
+        raise Exception('rows * columns != len(mat_list)')
+    
+def concat_matrices(rows, columns, list_of_matrices):
+    r"""Join smaller matrices into a large matrix.
+
+    This function aims to simplify the process of joining multiple
+    smaller matrices into one large matrix. Such a need could arise,
+    for instance, when cross variable covariance matrices are provided
+    but the user needs to join all the matrices to generate the full
+    covariance matrix corresponding to the entire dataset.
+
+    Parameters
+    ----------
+    rows : int
+        No. of rows of matrices to be concatenated. E.g., if 6 
+        matrices: A, B, C, D, E, F need to be joined as
+        [[A, B, C],
+        [D, E, F]],
+        the number of rows would be 2.
+    columns : int
+        No. of columns of matrices to be concatenated. In the 
+        above example, this would be 3.
+    list_of_matrices : list
+        A list of the matrices that have to concatenated row by 
+        row. In the above example, this would be [A, B, C, D, E, F].
+        The matrices themselves need to be provided as a list of lists, 
+        or a numpy 2d array. If the user has the matrix in a 1d row by
+        row form, use matList_to_matrix() to convert it. It is assumed 
+        the user verifies that all the input matrices have the correct 
+        dimensions. Matrices with incompatible dimensions will lead to 
+        undesired behavior.
+
+    Returns
+    -------
+    final_mat_list : list
+        A one dimensional list which contains the elements of
+        the final, fully concatenated matrix row by row.
+        
+    """
+    for i in range(len(list_of_matrices)):
+        list_of_matrices[i] = np.array(list_of_matrices[i])
+    col_list = []
+    for i in range(rows):
+        row_list = []
+        for j in range(columns):
+            row_list.append(list_of_matrices[j + i * columns])
+        col_list.append(np.concatenate(tuple(row_list), axis=1))
+    final_mat = np.concatenate(tuple(col_list), axis=0)
+    final_mat_list = []
+    for i in range(len(final_mat)):
+        for j in range(len(final_mat[i])):
+            final_mat_list.append(final_mat[i][j])
+    return final_mat_list
+
+def trimat_to_fullmat(mode, tri_mat_list):
+    r"""Convert a list of values of a triangular matrix
+    to a symmetric matrix.
+
+    Experimental datasets can provide the entries of 
+    correlation or covariance matrices as a triangular
+    matrix, as these matrices are symmetric by their 
+    very nature. This function can convert these list to
+    a complete symmetric matrix, that can be used for the
+    dataset implementation.
+
+    mode : bool
+        Enter 0 or 1 based on the following scenarios:
+        Use mode 0 if matrix entries are given row by 
+        row such as:
+        0 1 2 3
+          4 5 6
+            7 8
+              9
+        Use mode 1 if the matrix entries are given column
+        by column such as:
+        0 1 3 6
+          2 4 7
+            5 8
+              9
+        Please note that the numbers above (0-9) are not
+        entries of the matrix but rather the index of the 
+        entries of the list which contains the elements of 
+        the triangular matrix.
+    tri_mat_list : list
+        A list containing the elements of the triangular matrix,
+        for example, for a 4*4 matrix, the list of 
+        triangular matrix entries could be: 
+        [a, b, c, d, e, f, g, h, i, j] 
+
+    Returns
+    -------
+    mat_list : list
+        A one dimensional list which contains the elements of
+        the fully populated, symmetric matrix row by row.    
+    
+    """
+    dim = int((np.sqrt(1 + 8*len(tri_mat_list)) - 1)/2)
+    matrix = np.zeros((dim, dim))
+    if mode == 0:
+        for i in range(dim):
+            for j in range(i + 1):
+                list_el = len(tri_mat_list) - 1 - ((i*(i + 1))//2 + j)
+                if i == j:
+                    matrix[dim - 1 - i][dim - 1 - j] = tri_mat_list[list_el]
+                else:
+                    matrix[dim - 1 - i][dim - 1 - j] = tri_mat_list[list_el]
+                    matrix[dim - 1 - j][dim - 1 - i] = tri_mat_list[list_el]
+    elif mode == 1:
+        for i in range(dim):
+            for j in range(i + 1):
+                list_el = (i*(i + 1))//2 + j
+                if i == j:
+                    matrix[i][j] = tri_mat_list[list_el]
+                else:
+                    matrix[i][j] = tri_mat_list[list_el]
+                    matrix[j][i] = tri_mat_list[list_el]
+    else:
+        raise Exception('Mode should be 0 or 1, refer to the function for usage')
+    mat_list = []
+    for i in range(dim):
+        for j in range(dim):
+            mat_list.append(matrix[i][j])
+    return mat_list
\ No newline at end of file

From 29b401f8ee0856749298bfc0502fd4486aa73a45 Mon Sep 17 00:00:00 2001
From: t7phy <t7phy.in@gmail.com>
Date: Sun, 3 Mar 2024 23:13:12 +0100
Subject: [PATCH 2/5] fixes

---
 .../ATLAS_TTBAR_13TEV_HADR_DIF/filter.py      | 14 ++--
 .../ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml  | 14 ++--
 .../uncertainties_d2Sig_dmttBar_dyttBar.yaml  | 80 +++++++++++++++++++
 ...ertainties_d2Sig_dmttBar_dyttBar_norm.yaml | 80 +++++++++++++++++++
 4 files changed, 174 insertions(+), 14 deletions(-)

diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/filter.py b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/filter.py
index 651856825b..374b2d6531 100644
--- a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/filter.py
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/filter.py
@@ -195,7 +195,7 @@ def processData():
         mttbar_min = 0.0
         mttbar_max = 700.0
         error_value = {}
-        for j in range(len(values)):
+        for j in range(11):
             error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt[i][j]
         data_central_value = values[i]['value']
         kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
@@ -217,7 +217,7 @@ def processData():
         mttbar_min = 700.0
         mttbar_max = 970.0
         error_value = {}
-        for j in range(len(values)):
+        for j in range(11):
             error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt[i+4][j]
         data_central_value = values[i]['value']
         kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
@@ -239,7 +239,7 @@ def processData():
         mttbar_min = 970.0
         mttbar_max = 3000.0
         error_value = {}
-        for j in range(len(values)):
+        for j in range(11):
             error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt[i+8][j]
         data_central_value = values[i]['value']
         kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
@@ -280,7 +280,7 @@ def processData():
         mttbar_min = 0.0
         mttbar_max = 700.0
         error_value = {}
-        for j in range(len(values)):
+        for j in range(11):
             error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt_norm[i][j]
         data_central_value = values[i]['value']
         kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
@@ -302,7 +302,7 @@ def processData():
         mttbar_min = 700.0
         mttbar_max = 970.0
         error_value = {}
-        for j in range(len(values)):
+        for j in range(11):
             error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt_norm[i+4][j]
         data_central_value = values[i]['value']
         kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
@@ -324,7 +324,7 @@ def processData():
         mttbar_min = 970.0
         mttbar_max = 3000.0
         error_value = {}
-        for j in range(len(values)):
+        for j in range(11):
             error_value['ArtUnc_'+str(j+1)] = artunc_mtt_ytt_norm[i+8][j]
         data_central_value = values[i]['value']
         kin_value = {'sqrts': {'min': None, 'mid': sqrts, 'max': None}, 'm_ttBar': {'min': mttbar_min, 'mid': None, 'max': mttbar_max}, 'y_ttBar': {'min': yttbar_min, 'mid': None, 'max': yttbar_max}, 'm_t2': {'min': None, 'mid': m_t2, 'max': None}}
@@ -349,4 +349,4 @@ def processData():
     with open('uncertainties_d2Sig_dmttBar_dyttBar_norm.yaml', 'w') as file:
         yaml.dump(uncertainties_d2Sig_dmttBar_dyttBar_norm_yaml, file, sort_keys=False)
 
-processData()
\ No newline at end of file
+processData()
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
index 67f588ad35..9ba14a1efa 100644
--- a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
@@ -83,8 +83,8 @@ implemented_observables:
     data_uncertainties:
       - uncertainties_dSig_dyttBar.yaml
     kinematic_coverage: [y_ttBar, m_t2, sqrts]
-    plotting: y_ttBar
-      dataset_label: '$ATLAS 13 TeV top quark pair in hadronic channel: $\frac{d\sigma}{d|y_{t\bar{t}}|}$'
+    plotting:
+      dataset_label: 'ATLAS 13 TeV top quark pair in hadronic channel: $\frac{d\sigma}{d|y_{t\bar{t}}|}$'
       kinematics_override: identity
       x_scale: log
       plot_x: y_ttBar
@@ -109,7 +109,7 @@ implemented_observables:
       - uncertainties_dSig_dyttBar_norm.yaml
     kinematic_coverage: [y_ttBar, m_t2, sqrts]
     plotting:
-      dataset_label: '$ATLAS 13 TeV top quark pair in hadronic channel: $\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$'
+      dataset_label: 'ATLAS 13 TeV top quark pair in hadronic channel: $\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$'
       kinematics_override: identity
       x_scale: log
       plot_x: y_ttBar
@@ -122,7 +122,7 @@ implemented_observables:
   - observable: {description: "double differential cross section w.r.t. mass and absolute rapidity of top pair", label: '$\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$', units: '$\frac{pb}{GeV}$'}
     observable_name: MTTBAR-YTTBAR
     process_type: HQP_YQQ
-    ndata: [4, 4, 3] # 11
+    ndata: 11 # 4+4+3
     tables: [498, 499, 500]
     kinematics:
       variables:
@@ -140,7 +140,7 @@ implemented_observables:
       kinematics_override: identity
       x_scale: log
       plot_x: y_ttBar
-      figure by:
+      figure_by:
         - m_ttBar
     theory:
       FK_tables:
@@ -150,7 +150,7 @@ implemented_observables:
   - observable: {description: "normalized double differential cross section w.r.t. mass and absolute rapidity of top pair", label: '$\frac{1}{\sigma}\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$', units: '$\frac{1}{GeV}$'}
     observable_name: MTTBAR-YTTBAR-NORM
     process_type: HQP_YQQ
-    ndata: [4, 4, 3] # 11
+    ndata: 11 # 4+4+3
     tables: [489, 490, 491]
     kinematics:
       variables:
@@ -168,7 +168,7 @@ implemented_observables:
       kinematics_override: identity
       x_scale: log
       plot_x: y_ttBar
-      figure by:
+      figure_by:
         - m_ttBar
     theory:
       FK_tables:
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar.yaml
index 4f3115ec23..51f040112e 100644
--- a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar.yaml
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar.yaml
@@ -48,40 +48,120 @@ bins:
   ArtUnc_2: -0.030967624750449424
   ArtUnc_3: 0.005819014412974627
   ArtUnc_4: 0.004851262323010116
+  ArtUnc_5: -0.0018779264858097132
+  ArtUnc_6: -3.572712853339883e-05
+  ArtUnc_7: -9.79450076419744e-05
+  ArtUnc_8: 8.43154449329328e-06
+  ArtUnc_9: 1.6794433291032515e-06
+  ArtUnc_10: -1.238361141259047e-06
+  ArtUnc_11: 6.897009707701363e-08
 - ArtUnc_1: 0.12249376589315022
   ArtUnc_2: 0.024785018226278814
   ArtUnc_3: 0.010383785834127897
   ArtUnc_4: 0.010086501371340213
+  ArtUnc_5: 0.004024016194861488
+  ArtUnc_6: -0.00021177806415028882
+  ArtUnc_7: 0.0002861458101743403
+  ArtUnc_8: 1.5317175523189888e-05
+  ArtUnc_9: 5.682343475115923e-07
+  ArtUnc_10: 1.341955430509558e-07
+  ArtUnc_11: -8.737853913013028e-08
 - ArtUnc_1: 0.09673245308528809
   ArtUnc_2: 0.0016048314009037038
   ArtUnc_3: -0.019084498862394453
   ArtUnc_4: -0.010793697090059227
+  ArtUnc_5: 0.010605227356393987
+  ArtUnc_6: 0.00033982801326121106
+  ArtUnc_7: 9.747065649339384e-05
+  ArtUnc_8: 1.451787594992551e-05
+  ArtUnc_9: -6.828086119186346e-07
+  ArtUnc_10: 6.599712966616914e-07
+  ArtUnc_11: -1.3316177183260348e-07
 - ArtUnc_1: 0.04009857946324827
   ArtUnc_2: 0.006233970756109728
   ArtUnc_3: -0.01858569447655478
   ArtUnc_4: 0.008223496887307152
+  ArtUnc_5: -0.015005607052197155
+  ArtUnc_6: 0.0006728161377086002
+  ArtUnc_7: 0.0005282539352528803
+  ArtUnc_8: 3.996817135997703e-05
+  ArtUnc_9: -4.176267195395085e-06
+  ArtUnc_10: 1.3166744140913902e-06
+  ArtUnc_11: 1.9103300352341333e-08
 - ArtUnc_1: 0.03350188201215257
   ArtUnc_2: 0.0040256432505781274
   ArtUnc_3: 0.007952112015051983
   ArtUnc_4: -0.01160097047325182
+  ArtUnc_5: -0.006097440099735816
+  ArtUnc_6: 0.007672887559334649
+  ArtUnc_7: 0.0015236939592421805
+  ArtUnc_8: 0.0002598784544551849
+  ArtUnc_9: 1.7794228441598485e-05
+  ArtUnc_10: 4.543391089989308e-06
+  ArtUnc_11: 6.435283617470717e-08
 - ArtUnc_1: 0.0386851746659633
   ArtUnc_2: 0.004038797847736396
   ArtUnc_3: 0.005614781520574296
   ArtUnc_4: -0.012517897676229494
+  ArtUnc_5: -0.0073880250280568245
+  ArtUnc_6: -0.006510604552969884
+  ArtUnc_7: 0.003146915930501997
+  ArtUnc_8: 6.181475674361893e-05
+  ArtUnc_9: 7.421764685871834e-07
+  ArtUnc_10: 7.223298051640015e-06
+  ArtUnc_11: -3.573407371093464e-07
 - ArtUnc_1: 0.03258628010050224
   ArtUnc_2: 0.004674688823726617
   ArtUnc_3: 0.0029571514995138165
   ArtUnc_4: -0.007404771177771257
+  ArtUnc_5: -0.005491765871362231
+  ArtUnc_6: -0.001232322215767448
+  ArtUnc_7: -0.006910967855923225
+  ArtUnc_8: 0.00012486607404349153
+  ArtUnc_9: -2.824036156206424e-07
+  ArtUnc_10: 8.575080876129372e-06
+  ArtUnc_11: -3.7889491666331305e-07
 - ArtUnc_1: 0.008586077288689712
   ArtUnc_2: 0.0009256935886337409
   ArtUnc_3: 0.0007755471688005582
   ArtUnc_4: -0.0017480570330587932
+  ArtUnc_5: -0.00127390765392154
+  ArtUnc_6: 0.0005918406785420577
+  ArtUnc_7: -0.00010325871045325449
+  ArtUnc_8: -0.002385262023856039
+  ArtUnc_9: 5.738177270408658e-05
+  ArtUnc_10: 2.9241109415670023e-05
+  ArtUnc_11: -5.264964937619258e-07
 - ArtUnc_1: 0.0018069605379896355
   ArtUnc_2: 9.068988692723558e-05
   ArtUnc_3: 0.00046929666541382285
+  ArtUnc_4: -0.0005112722964789579
+  ArtUnc_5: -0.00020094588197462136
+  ArtUnc_6: 0.00026046805381894385
+  ArtUnc_7: 3.8582235838662514e-05
+  ArtUnc_8: -0.00020864029153986694
+  ArtUnc_9: -0.0006237760077365698
+  ArtUnc_10: 1.697226123734584e-05
+  ArtUnc_11: 2.9080996707436204e-06
 - ArtUnc_1: 0.0018332999477209753
   ArtUnc_2: 0.0003151061287127642
   ArtUnc_3: 0.00017170507843432771
+  ArtUnc_4: -0.0005071176034659506
+  ArtUnc_5: -0.00034037857973427286
+  ArtUnc_6: 2.3600295956238814e-06
+  ArtUnc_7: -5.837692615392357e-05
+  ArtUnc_8: -0.00013450902760795753
+  ArtUnc_9: -1.7945014159791126e-05
+  ArtUnc_10: -0.0005192834120320241
+  ArtUnc_11: -1.263149979524688e-05
 - ArtUnc_1: 0.00040903899915075375
   ArtUnc_2: 7.801648665174018e-05
   ArtUnc_3: 1.4497227287244598e-05
+  ArtUnc_4: -9.059885249118446e-05
+  ArtUnc_5: -4.411628446745309e-05
+  ArtUnc_6: -2.4892089997169247e-05
+  ArtUnc_7: -1.6617971950378803e-05
+  ArtUnc_8: -1.548481087765719e-05
+  ArtUnc_9: 1.0913661715695929e-05
+  ArtUnc_10: -4.447618751563619e-05
+  ArtUnc_11: 0.0001481150396997503
diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar_norm.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar_norm.yaml
index a7eaf97a15..e8988d60d2 100644
--- a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar_norm.yaml
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/uncertainties_d2Sig_dmttBar_dyttBar_norm.yaml
@@ -48,40 +48,120 @@ bins:
   ArtUnc_2: -1.6063305313152705e-05
   ArtUnc_3: -3.9847713831746646e-06
   ArtUnc_4: 2.7376184703135764e-06
+  ArtUnc_5: 8.212323811096942e-07
+  ArtUnc_6: 1.892424250761547e-07
+  ArtUnc_7: 5.675545179819385e-07
+  ArtUnc_8: -2.645067748449761e-07
+  ArtUnc_9: -4.790086416506248e-09
+  ArtUnc_10: -4.983287556805458e-08
+  ArtUnc_11: 1.9197747218006772e-08
 - ArtUnc_1: -1.1336378108115176e-05
   ArtUnc_2: 3.7404741705586255e-05
   ArtUnc_3: -1.1531789421226017e-05
   ArtUnc_4: -4.753300101447433e-06
+  ArtUnc_5: 8.983349560631696e-07
+  ArtUnc_6: -2.6775775550658507e-07
+  ArtUnc_7: 5.7830696149725e-07
+  ArtUnc_8: -2.6413640481954097e-07
+  ArtUnc_9: -4.675633508148592e-09
+  ArtUnc_10: -4.923331747139944e-08
+  ArtUnc_11: 2.1155288274584198e-08
 - ArtUnc_1: 6.693043323891525e-06
   ArtUnc_2: -7.565621320329111e-06
   ArtUnc_3: 1.0955882976265047e-05
   ArtUnc_4: -2.130277686554802e-05
+  ArtUnc_5: 8.510037267244748e-08
+  ArtUnc_6: -6.808175256431934e-08
+  ArtUnc_7: 8.347159494168597e-07
+  ArtUnc_8: -3.806949276751337e-07
+  ArtUnc_9: -6.646770753067485e-09
+  ArtUnc_10: -7.001845557789202e-08
+  ArtUnc_11: 3.2677555570907125e-08
 - ArtUnc_1: 2.9178767100718847e-05
   ArtUnc_2: -1.0482720615624124e-05
   ArtUnc_3: -8.908875889674179e-06
   ArtUnc_4: 1.0895873878796928e-05
+  ArtUnc_5: -3.753909897313651e-07
+  ArtUnc_6: -6.004560505278667e-07
+  ArtUnc_7: 1.278240902056735e-06
+  ArtUnc_8: -5.588146198970754e-07
+  ArtUnc_9: -9.876915921045385e-09
+  ArtUnc_10: -1.0287308799549265e-07
+  ArtUnc_11: 5.159364225081822e-08
 - ArtUnc_1: -8.955569348252178e-06
   ArtUnc_2: 1.0694329159576895e-05
   ArtUnc_3: 1.4747374509479817e-05
   ArtUnc_4: 6.882011072598941e-06
+  ArtUnc_5: -9.176877259858226e-06
+  ArtUnc_6: -1.3961841756521683e-06
+  ArtUnc_7: 6.014367914593445e-07
+  ArtUnc_8: -9.520590949549846e-08
+  ArtUnc_9: -1.3246087260831596e-09
+  ArtUnc_10: -1.1604770050477927e-08
+  ArtUnc_11: -6.0703867656636045e-09
 - ArtUnc_1: -2.2897640175604536e-06
   ArtUnc_2: 7.979123807479352e-06
   ArtUnc_3: 1.6313432087876202e-05
   ArtUnc_4: 7.831047601142676e-06
+  ArtUnc_5: 7.672149507785587e-06
+  ArtUnc_6: -3.897603439484414e-06
+  ArtUnc_7: 2.8673920253351646e-07
+  ArtUnc_8: -9.468476106826021e-08
+  ArtUnc_9: -1.1389670958996195e-09
+  ArtUnc_10: -1.2280664160592947e-08
+  ArtUnc_11: 1.2793130494501217e-08
 - ArtUnc_1: 5.126145118988901e-07
   ArtUnc_2: 6.625554567342654e-06
   ArtUnc_3: 9.786178473334284e-06
   ArtUnc_4: 5.502680316449936e-06
+  ArtUnc_5: 2.1703128634167677e-06
+  ArtUnc_6: 7.852510113243269e-06
+  ArtUnc_7: 4.121542189970049e-07
+  ArtUnc_8: -1.033764861735145e-07
+  ArtUnc_9: -1.3049386290676363e-09
+  ArtUnc_10: -1.3805858490357877e-08
+  ArtUnc_11: 1.5816255383280115e-08
 - ArtUnc_1: -3.529383451610246e-07
   ArtUnc_2: 1.532104658429573e-06
   ArtUnc_3: 2.3057955921305618e-06
   ArtUnc_4: 1.310151296564722e-06
+  ArtUnc_5: -6.778054500574653e-07
+  ArtUnc_6: 1.511643358257614e-07
+  ArtUnc_7: -2.6151960757941267e-06
+  ArtUnc_8: -6.421735655664584e-07
+  ArtUnc_9: -6.184375792823713e-09
+  ArtUnc_10: -5.976788964216557e-08
+  ArtUnc_11: 1.3467468345962385e-08
 - ArtUnc_1: -5.622307652566918e-07
   ArtUnc_2: 4.941849506434988e-07
   ArtUnc_3: 6.659818192549151e-07
+  ArtUnc_4: 2.7773729538585604e-07
+  ArtUnc_5: -2.991530709352214e-07
+  ArtUnc_6: -2.9723666782861835e-08
+  ArtUnc_7: -3.15300648797877e-07
+  ArtUnc_8: 3.7922633041197334e-07
+  ArtUnc_9: -1.2309324361041876e-08
+  ArtUnc_10: -1.4640314208427946e-07
+  ArtUnc_11: 5.62664596206798e-07
 - ArtUnc_1: 3.4059536644112056e-07
   ArtUnc_2: 3.5716791488159413e-07
   ArtUnc_3: 6.827663524046726e-07
+  ArtUnc_4: 3.6892427307243835e-07
+  ArtUnc_5: 7.102863933451389e-08
+  ArtUnc_6: 8.61898038089381e-08
+  ArtUnc_7: -2.3768984111756713e-07
+  ArtUnc_8: 3.940447480639138e-07
+  ArtUnc_9: -1.1148370749710887e-08
+  ArtUnc_10: -2.7625790858262917e-07
+  ArtUnc_11: -3.6574536708147555e-07
 - ArtUnc_1: 9.069940806525574e-08
   ArtUnc_2: 7.46910438136279e-08
   ArtUnc_3: 1.2154839933470686e-07
+  ArtUnc_4: 3.766993378327994e-08
+  ArtUnc_5: 4.50316407852828e-08
+  ArtUnc_6: 2.087564107008197e-08
+  ArtUnc_7: -4.29602953387275e-08
+  ArtUnc_8: 9.813838318932795e-08
+  ArtUnc_9: -5.9417031859682016e-08
+  ArtUnc_10: 1.2200739849410595e-07
+  ArtUnc_11: -6.524514390938323e-08

From a737242c0857937787653eea8c27f3a1aa7adfae Mon Sep 17 00:00:00 2001
From: t7phy <t7phy.in@gmail.com>
Date: Sun, 3 Mar 2024 23:45:58 +0100
Subject: [PATCH 3/5] more fixes

---
 .../ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml           | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
index 9ba14a1efa..41984907df 100644
--- a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
@@ -17,7 +17,7 @@ version_comment: "NA"
 
 implemented_observables:
 
-  - observable: {description: "differential cross section w.r.t. mass of top pair", label: '$\frac{d\sigma}{dm_{t\bar{t}}}$', units: '{$\frac{pb}{GeV}$}'}
+  - observable: {description: "differential cross section w.r.t. mass of top pair", label: '$\frac{d\sigma}{dm_{t\bar{t}}}$', units: '$\frac{pb}{GeV}$'}
     observable_name: MTTBAR
     process_type: HQP_MQQ
     ndata: 9
@@ -75,7 +75,7 @@ implemented_observables:
     tables: [475]
     kinematics:
       variables:
-        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: '$$'}
+        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: ''}
         m_t2: {description: "top mass squared", label: '$m_{t}^2$', units: '$GeV^2$'}
         sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: 'GeV'}
       file: kinematics_dSig_dyttBar.yaml
@@ -100,7 +100,7 @@ implemented_observables:
     tables: [473]
     kinematics:
       variables:
-        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: '$$'}
+        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: ''}
         m_t2: {description: "top mass squared", label: '$m_{t}^2$', units: '$GeV^2$'}
         sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: 'GeV'}
       file: kinematics_dSig_dyttBar_norm.yaml
@@ -127,7 +127,7 @@ implemented_observables:
     kinematics:
       variables:
         m_ttBar: {description: "invariant mass of top pair", label: '$m_{t\bar{t}}$', units: '$GeV$'}
-        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: '$$'}
+        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: ''}
         m_t2: {description: "top mass squared", label: '$m_{t}^2$', units: '$GeV^2$'}
         sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: 'GeV'}
       file: kinematics_d2Sig_dmttBar_dyttBar.yaml
@@ -155,7 +155,7 @@ implemented_observables:
     kinematics:
       variables:
         m_ttBar: {description: "invariant mass of top pair", label: '$m_{t\bar{t}}$', units: '$GeV$'}
-        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: '$$'}
+        y_ttBar: {description: "absolute rapidity of top pair", label: '$|y_{t\bar{t}}|$', units: ''}
         m_t2: {description: "top mass squared", label: '$m_{t}^2$', units: '$GeV^2$'}
         sqrts: {description: "center of mass energy", label: '$\sqrt{s}$', units: 'GeV'}
       file: kinematics_d2Sig_dmttBar_dyttBar_norm.yaml

From 0b0804a1d43bc7d432803306a0d67fc16ea405a5 Mon Sep 17 00:00:00 2001
From: t7phy <t7phy.in@gmail.com>
Date: Mon, 4 Mar 2024 17:17:13 +0100
Subject: [PATCH 4/5] add y_label

---
 .../ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml              | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
index 41984907df..1e637eed58 100644
--- a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
@@ -37,6 +37,7 @@ implemented_observables:
       kinematics_override: identity
       x_scale: log
       plot_x: m_ttBar
+      y_label: '$\frac{d\sigma}{dm_{t\bar{t}}}$ ($\frac{pb}{GeV}$)'
     theory:
       FK_tables:
         - - ATLAS_TTBAR_13TEV_HADR_DIF_MTTBAR
@@ -62,6 +63,7 @@ implemented_observables:
       kinematics_override: identity
       x_scale: log
       plot_x: m_ttBar
+      y_label: '$\frac{1}{\sigma}\frac{d\sigma}{dm_{t\bar{t}}}$ ($\frac{1}{GeV}$)'
     theory:
       FK_tables:
         - - ATLAS_TTBAR_13TEV_HADR_DIF_MTTBAR
@@ -88,12 +90,13 @@ implemented_observables:
       kinematics_override: identity
       x_scale: log
       plot_x: y_ttBar
+      y_label: '$\frac{d\sigma}{d|y_{t\bar{t}}|}$ ($\pb$)'
     theory:
       FK_tables:
         - - ATLAS_TTBAR_13TEV_HADR_DIF_YTTBAR
       operation: 'null'
 
-  - observable: {description: "normalized differential cross section w.r.t. absolute rapidity of top pair", label: '$\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$', units: '$$'}
+  - observable: {description: "normalized differential cross section w.r.t. absolute rapidity of top pair", label: '$\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$', units: ''}
     observable_name: YTTBAR-NORM
     process_type: HQP_YQQ
     ndata: 12
@@ -113,6 +116,7 @@ implemented_observables:
       kinematics_override: identity
       x_scale: log
       plot_x: y_ttBar
+      y_label: '$\frac{1}{\sigma}\frac{d\sigma}{d|y_{t\bar{t}}|}$'
     theory:
       FK_tables:
         - - ATLAS_TTBAR_13TEV_HADR_DIF_YTTBAR
@@ -140,6 +144,7 @@ implemented_observables:
       kinematics_override: identity
       x_scale: log
       plot_x: y_ttBar
+      y_label: '$\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$ ($\frac{pb}{GeV}$)'
       figure_by:
         - m_ttBar
     theory:
@@ -168,6 +173,7 @@ implemented_observables:
       kinematics_override: identity
       x_scale: log
       plot_x: y_ttBar
+      y_label: '$\frac{1}{\sigma}\frac{d^2\sigma}{dm_{t\bar{t}}d|y_{t\bar{t}}|}$ ($\frac{1}{GeV}$)'
       figure_by:
         - m_ttBar
     theory:

From 31fc825308b228c7e756423b0e3e43033868cdd9 Mon Sep 17 00:00:00 2001
From: Tanishq Sharma <99052355+t7phy@users.noreply.github.com>
Date: Mon, 4 Mar 2024 17:43:58 +0100
Subject: [PATCH 5/5] Update
 validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml

Co-authored-by: Tanjona Rabemananjara <rrabeman@nikhef.nl>
---
 .../new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
index 1e637eed58..2e0c26371a 100644
--- a/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
+++ b/validphys2/src/validphys/datafiles/new_commondata/ATLAS_TTBAR_13TEV_HADR_DIF/metadata.yaml
@@ -90,7 +90,7 @@ implemented_observables:
       kinematics_override: identity
       x_scale: log
       plot_x: y_ttBar
-      y_label: '$\frac{d\sigma}{d|y_{t\bar{t}}|}$ ($\pb$)'
+      y_label: '$\frac{d\sigma}{d|y_{t\bar{t}}|}$ ($pb$)'
     theory:
       FK_tables:
         - - ATLAS_TTBAR_13TEV_HADR_DIF_YTTBAR